fix: apply accuracy fixes from Codex review

- OpenAI: DALL-E 3 → GPT Image family (DALL-E 3 deprecated) - Gemini: use official naming, keep Nano Banana as context - Ideogram: remove ungrounded ~90% accuracy claim - All pricing: replace hard numbers with doc links - LinkedIn company cover: note recommended 4200x700 - WebP/AVIF: adjust browser support to ~96%/~94% - Flux: remove specific reference image count (varies by variant) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
feat: add image skill for AI image generation and marketing visuals
2026-04-24 11:34:38 -07:00 · 2026-04-24 11:34:38 -07:00 · 2026-04-24 11:33:41 -07:00 · 2026-04-24 11:31:38 -07:00 · 2026-04-24 11:31:30 -07:00 · 2026-04-21 15:07:36 -07:00
168 changed files with 5549 additions and 524 deletions
@@ -6,52 +6,14 @@
  },
  "metadata": {
    "description": "Marketing skills for AI agents — conversion optimization, copywriting, SEO, paid ads, and growth",
-    "version": "1.0.0",
+    "version": "1.8.0",
    "repository": "https://github.com/coreyhaines31/marketingskills"
  },
  "plugins": [
    {
      "name": "marketing-skills",
-      "description": "34 marketing skills for technical marketers and founders: ASO, CRO, copywriting, cold email, SEO, AI SEO, paid ads, ad creative, churn prevention, pricing strategy, referral programs, revenue operations, sales enablement, customer research, site architecture, and more",
-      "source": "./",
-      "strict": false,
-      "skills": [
-        "./skills/ab-testing",
-        "./skills/ad-creative",
-        "./skills/ai-seo",
-        "./skills/analytics",
-        "./skills/aso-audit",
-        "./skills/churn-prevention",
-        "./skills/cold-email",
-        "./skills/community-marketing",
-        "./skills/competitors",
-        "./skills/content-strategy",
-        "./skills/copy-editing",
-        "./skills/copywriting",
-        "./skills/customer-research",
-        "./skills/cro",
-        "./skills/emails",
-        "./skills/free-tools",
-        "./skills/launch",
-        "./skills/lead-magnets",
-        "./skills/marketing-ideas",
-        "./skills/marketing-psychology",
-        "./skills/onboarding",
-        "./skills/paid-ads",
-        "./skills/paywalls",
-        "./skills/popups",
-        "./skills/pricing",
-        "./skills/product-marketing",
-        "./skills/programmatic-seo",
-        "./skills/referrals",
-        "./skills/revops",
-        "./skills/sales-enablement",
-        "./skills/schema",
-        "./skills/seo-audit",
-        "./skills/signup",
-        "./skills/site-architecture",
-        "./skills/social"
-      ]
+      "description": "40 marketing skills for technical marketers and founders: ASO, CRO, copywriting, cold email, SEO, AI SEO, paid ads, ad creative, video production, image generation, churn prevention, pricing strategy, referral programs, revenue operations, sales enablement, customer research, site architecture, and more",
+      "source": "./"
    }
  ]
 }
@@ -0,0 +1,12 @@
+{
+  "name": "marketing-skills",
+  "description": "Marketing skills for AI agents — conversion optimization, copywriting, SEO, paid ads, ad creative, and growth",
+  "version": "1.8.0",
+  "author": {
+    "name": "Corey Haines"
+  },
+  "homepage": "https://github.com/coreyhaines31/marketingskills",
+  "repository": "https://github.com/coreyhaines31/marketingskills",
+  "license": "MIT",
+  "skills": "./skills"
+}
@@ -14,8 +14,8 @@ node_modules/
 * 2.*
 * 2/

-# Remotion video project
-video/
+# Remotion video project (root only, not skills/video/)
+/video/

 # Editor
 *.swp
@@ -74,7 +74,7 @@ description: What this skill does and when to use it. Include trigger phrases.
 - No consecutive hyphens (`--`)
 - Must match parent directory name exactly

-**Valid**: `cro`, `emails`, `ab-testing`
+**Valid**: `page-cro`, `email-sequence`, `ab-test-setup`
 **Invalid**: `Page-CRO`, `-page`, `page--cro`

 ### Optional Skill Directories
@@ -124,7 +124,7 @@ The `description` is critical for skill discovery. Include:
 3. Related skills for scope boundaries

 ```yaml
-description: When the user wants to optimize conversions on any marketing page. Use when the user says "CRO," "conversion rate optimization," "this page isn't converting." For signup flows, see signup.
+description: When the user wants to optimize conversions on any marketing page. Use when the user says "CRO," "conversion rate optimization," "this page isn't converting." For signup flows, see signup-flow-cro.
 ```

 ## Claude Code Plugin
@@ -151,7 +151,7 @@ See [Claude Code plugins documentation](https://code.claude.com/docs/en/plugins.
 Follow the [Conventional Commits](https://www.conventionalcommits.org/) specification:

 - `feat: add skill-name skill`
- `fix: improve clarity in cro`
+- `fix: improve clarity in page-cro`
 - `docs: update README`

 ### Pull Request Checklist
@@ -186,9 +186,9 @@ tools/
 ### When to Use Tools

 Skills reference relevant tools for implementation. For example:
- `referrals` skill → rewardful, tolt, dub-co, mention-me guides
- `analytics` skill → ga4, mixpanel, segment guides
- `emails` skill → customer-io, mailchimp, resend guides
+- `referral-program` skill → rewardful, tolt, dub-co, mention-me guides
+- `analytics-tracking` skill → ga4, mixpanel, segment guides
+- `email-sequence` skill → customer-io, mailchimp, resend guides
 - `paid-ads` skill → google-ads, meta-ads, linkedin-ads guides

 For tools without native MCP servers (HubSpot, Salesforce, Meta Ads, LinkedIn Ads, Google Sheets, Slack, Notion), Composio provides MCP access via a single server. See `tools/integrations/composio.md` for setup and `tools/composio/marketing-tools.md` for the full toolkit mapping.
@@ -33,7 +33,7 @@ Optional frontmatter fields: `license` (default: MIT), `metadata` (author, versi

 ### 3. Follow the naming conventions

- **Directory name**: lowercase, hyphens only (e.g., `emails`)
+- **Directory name**: lowercase, hyphens only (e.g., `email-sequence`)
 - **Name field**: must match directory name exactly
 - **Description**: 1-1024 characters, include trigger phrases

@@ -30,21 +30,22 @@ Skills reference each other and build on shared context. The `product-marketing-
 │  SEO &   │ │   CRO    │ │Content & │ │  Paid &    │ │ Growth & │ │  Sales &    │ │ Strategy  │
 │ Content  │ │          │ │   Copy   │ │Measurement │ │Retention │ │    GTM      │ │           │
 ├──────────┤ ├──────────┤ ├──────────┤ ├────────────┤ ├──────────┤ ├─────────────┤ ├───────────┤
-│seo-audit │ │cro  │ │copywritng│ │paid-ads    │ │referral  │ │revops       │ │mktg-ideas │
+│seo-audit │ │page-cro  │ │copywritng│ │paid-ads    │ │referral  │ │revops       │ │mktg-ideas │
 │ai-seo    │ │signup-cro│ │copy-edit │ │ad-creative │ │free-tool │ │sales-enable │ │mktg-psych │
 │site-arch │ │onboard   │ │cold-email│ │ab-test     │ │churn-    │ │launch       │ │customer-  │
-│programm  │ │cro  │ │email-seq │ │analytics   │ │ prevent  │ │pricing      │ │research   │
-│schema    │ │popups │ │social    │ │            │ │          │ │competitor   │ │           │
-│content   │ │paywall   │ │          │ │            │ │          │ │             │ │           │
+│programm  │ │form-cro  │ │email-seq │ │analytics   │ │ prevent  │ │pricing      │ │ research  │
+│schema    │ │popup-cro │ │social    │ │            │ │community │ │comp-alts    │ │           │
+│content   │ │paywall   │ │video     │ │            │ │lead-magnt│ │comp-profile │ │           │
+│aso-audit │ │          │ │image     │ │            │ │          │ │directory    │ │           │
 └────┬─────┘ └────┬─────┘ └────┬─────┘ └─────┬──────┘ └────┬─────┘ └──────┬──────┘ └─────┬─────┘
     │            │            │              │             │              │              │
     └────────────┴─────┬──────┴──────────────┴─────────────┴──────────────┴──────────────┘
                        │
         Skills cross-reference each other:
-           copywriting ↔ cro ↔ ab-testing
+           copywriting ↔ page-cro ↔ ab-test-setup
           revops ↔ sales-enablement ↔ cold-email
-           seo-audit ↔ schema ↔ ai-seo
-           customer-research → copywriting, cro, competitors
+           seo-audit ↔ schema-markup ↔ ai-seo
+           customer-research → copywriting, page-cro, competitor-alternatives
 ```

 See each skill's **Related Skills** section for the full dependency map.
@@ -54,40 +55,46 @@ See each skill's **Related Skills** section for the full dependency map.
 <!-- SKILLS:START -->
 | Skill | Description |
 |-------|-------------|
-| [ab-testing](skills/ab-testing/) | When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B... |
+| [ab-test-setup](skills/ab-test-setup/) | When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program.... |
 | [ad-creative](skills/ad-creative/) | When the user wants to generate, iterate, or scale ad creative — headlines, descriptions, primary text, or full ad... |
 | [ai-seo](skills/ai-seo/) | When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers.... |
-| [analytics](skills/analytics/) | When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions... |
+| [analytics-tracking](skills/analytics-tracking/) | When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions... |
+| [aso-audit](skills/aso-audit/) | When the user wants to audit or optimize an App Store or Google Play listing. Also use when the user mentions 'ASO... |
 | [churn-prevention](skills/churn-prevention/) | When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or... |
 | [cold-email](skills/cold-email/) | Write B2B cold emails and follow-up sequences that get replies. Use when the user wants to write cold outreach emails,... |
-| [competitors](skills/competitors/) | When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when... |
+| [community-marketing](skills/community-marketing/) | Build and leverage online communities to drive product growth and brand loyalty. Use when the user wants to create a... |
+| [competitor-alternatives](skills/competitor-alternatives/) | When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when... |
+| [competitor-profiling](skills/competitor-profiling/) | When the user wants to research, profile, or analyze competitors from their URLs. Also use when the user mentions 'competitor profile,' 'competitor research,'... |
 | [content-strategy](skills/content-strategy/) | When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also... |
-| [copy-editing](skills/copy-editing/) | When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this... |
+| [copy-editing](skills/copy-editing/) | When the user wants to edit, review, or improve existing marketing copy, or refresh outdated content. Also use when the... |
 | [copywriting](skills/copywriting/) | When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages,... |
-| [customer-research](skills/customer-research/) | When the user wants to conduct, analyze, or synthesize customer research — including interview transcripts, surveys, support tickets, review mining, Reddit/G2/forum research, persona generation, and voice of customer (VOC)... |
-| [emails](skills/emails/) | When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email... |
-| [cro](skills/cro/) | When the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact forms,... |
-| [free-tools](skills/free-tools/) | When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or... |
-| [launch](skills/launch/) | When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user... |
+| [customer-research](skills/customer-research/) | When the user wants to conduct, analyze, or synthesize customer research. Use when the user mentions "customer... |
+| [directory-submissions](skills/directory-submissions/) | When the user wants to submit their product to startup, SaaS, AI, agent, MCP, no-code, or review directories for backlinks, domain rating, and discovery. Covers Product Hunt prep, Reviews playbook, GEO, and destination pages strategy. |
+| [email-sequence](skills/email-sequence/) | When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email... |
+| [form-cro](skills/form-cro/) | When the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact forms,... |
+| [free-tool-strategy](skills/free-tool-strategy/) | When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or... |
+| [image](skills/image/) | When the user wants to create, generate, edit, or optimize images for marketing — blog heroes, social graphics, product mockups, profile banners, listing visuals, or brand assets... |
+| [launch-strategy](skills/launch-strategy/) | When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user... |
 | [lead-magnets](skills/lead-magnets/) | When the user wants to create, plan, or optimize a lead magnet for email capture or lead generation. Also use when the... |
 | [marketing-ideas](skills/marketing-ideas/) | When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the... |
 | [marketing-psychology](skills/marketing-psychology/) | When the user wants to apply psychological principles, mental models, or behavioral science to marketing. Also use when... |
-| [onboarding](skills/onboarding/) | When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also... |
-| [cro](skills/cro/) | When the user wants to optimize, improve, or increase conversions on any marketing page — including homepage, landing... |
+| [onboarding-cro](skills/onboarding-cro/) | When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also... |
+| [page-cro](skills/page-cro/) | When the user wants to optimize, improve, or increase conversions on any marketing page — including homepage, landing... |
 | [paid-ads](skills/paid-ads/) | When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X,... |
-| [paywalls](skills/paywalls/) | When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use... |
-| [popups](skills/popups/) | When the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes. Also... |
-| [pricing](skills/pricing/) | When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions... |
+| [paywall-upgrade-cro](skills/paywall-upgrade-cro/) | When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use... |
+| [popup-cro](skills/popup-cro/) | When the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes. Also... |
+| [pricing-strategy](skills/pricing-strategy/) | When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions... |
 | [product-marketing-context](skills/product-marketing-context/) | When the user wants to create or update their product marketing context document. Also use when the user mentions... |
 | [programmatic-seo](skills/programmatic-seo/) | When the user wants to create SEO-driven pages at scale using templates and data. Also use when the user mentions... |
-| [referrals](skills/referrals/) | When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy.... |
+| [referral-program](skills/referral-program/) | When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy.... |
 | [revops](skills/revops/) | When the user wants help with revenue operations, lead lifecycle management, or marketing-to-sales handoff processes.... |
 | [sales-enablement](skills/sales-enablement/) | When the user wants to create sales collateral, pitch decks, one-pagers, objection handling docs, or demo scripts. Also... |
-| [schema](skills/schema/) | When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user... |
+| [schema-markup](skills/schema-markup/) | When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user... |
 | [seo-audit](skills/seo-audit/) | When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO... |
-| [signup](skills/signup/) | When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the... |
+| [signup-flow-cro](skills/signup-flow-cro/) | When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the... |
 | [site-architecture](skills/site-architecture/) | When the user wants to plan, map, or restructure their website's page hierarchy, navigation, URL structure, or internal... |
-| [social](skills/social/) | When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram,... |
+| [social-content](skills/social-content/) | When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram,... |
+| [video](skills/video/) | When the user wants to create, generate, or produce video content using AI tools or programmatic frameworks. Covers Remotion, Hyperframes, HeyGen, Veo, Runway, Kling... |
 <!-- SKILLS:END -->

 ## Installation
@@ -101,7 +108,7 @@ Use [npx skills](https://github.com/vercel-labs/skills) to install skills direct
 npx skills add coreyhaines31/marketingskills

 # Install specific skills
-npx skills add coreyhaines31/marketingskills --skill cro copywriting
+npx skills add coreyhaines31/marketingskills --skill page-cro copywriting

 # List available skills
 npx skills add coreyhaines31/marketingskills --list
@@ -155,7 +162,7 @@ Use [SkillKit](https://github.com/rohitg00/skillkit) to install skills across mu
 npx skillkit install coreyhaines31/marketingskills

 # Install specific skills
-npx skillkit install coreyhaines31/marketingskills --skill cro copywriting
+npx skillkit install coreyhaines31/marketingskills --skill page-cro copywriting

 # List available skills
 npx skillkit install coreyhaines31/marketingskills --list
@@ -178,72 +185,73 @@ Once installed, just ask your agent to help with marketing tasks:

 ```
 "Help me optimize this landing page for conversions"
-→ Uses cro skill
+→ Uses page-cro skill

 "Write homepage copy for my SaaS"
 → Uses copywriting skill

 "Set up GA4 tracking for signups"
-→ Uses analytics skill
+→ Uses analytics-tracking skill

 "Create a 5-email welcome sequence"
-→ Uses emails skill
+→ Uses email-sequence skill
 ```

 You can also invoke skills directly:

 ```
-/cro
-/emails
+/page-cro
+/email-sequence
 /seo-audit
 ```

 ## Skill Categories

 ### Conversion Optimization
- `cro` - Any marketing page
- `signup` - Registration flows
- `onboarding` - Post-signup activation
- `cro` - Lead capture forms
- `popups` - Modals and overlays
- `paywalls` - In-app upgrade moments
+- `page-cro` - Any marketing page
+- `signup-flow-cro` - Registration flows
+- `onboarding-cro` - Post-signup activation
+- `form-cro` - Lead capture forms
+- `popup-cro` - Modals and overlays
+- `paywall-upgrade-cro` - In-app upgrade moments

 ### Content & Copy
 - `copywriting` - Marketing page copy
 - `copy-editing` - Edit and polish existing copy
 - `cold-email` - B2B cold outreach emails and sequences
- `emails` - Automated email flows
- `social` - Social media content
+- `email-sequence` - Automated email flows
+- `social-content` - Social media content
+- `image` - AI image generation, design tools, and optimization

 ### SEO & Discovery
 - `seo-audit` - Technical and on-page SEO
 - `ai-seo` - AI search optimization (AEO, GEO, LLMO)
 - `programmatic-seo` - Scaled page generation
 - `site-architecture` - Page hierarchy, navigation, URL structure
- `competitors` - Comparison and alternative pages
- `schema` - Structured data
+- `competitor-alternatives` - Comparison and alternative pages
+- `schema-markup` - Structured data

 ### Paid & Distribution
 - `paid-ads` - Google, Meta, LinkedIn ad campaigns
 - `ad-creative` - Bulk ad creative generation and iteration
- `social` - Social media scheduling and strategy
+- `social-content` - Social media scheduling and strategy

 ### Measurement & Testing
- `analytics` - Event tracking setup
- `ab-testing` - Experiment design
+- `analytics-tracking` - Event tracking setup
+- `ab-test-setup` - Experiment design

 ### Retention
 - `churn-prevention` - Cancel flows, save offers, dunning, payment recovery

 ### Growth Engineering
- `free-tools` - Marketing tools and calculators
- `referrals` - Referral and affiliate programs
+- `free-tool-strategy` - Marketing tools and calculators
+- `referral-program` - Referral and affiliate programs

 ### Strategy & Monetization
 - `marketing-ideas` - 140 SaaS marketing ideas
 - `marketing-psychology` - Mental models and psychology
- `launch` - Product launches and announcements
- `pricing` - Pricing, packaging, and monetization
+- `launch-strategy` - Product launches and announcements
+- `pricing-strategy` - Pricing, packaging, and monetization

 ### Sales & RevOps
 - `revops` - Lead lifecycle, scoring, routing, pipeline management
@@ -8,12 +8,17 @@ Current versions of all skills. Agents can compare against local versions to che
 | ad-creative | 1.2.0 | 2026-03-14 |
 | ai-seo | 1.2.0 | 2026-03-14 |
 | analytics-tracking | 1.2.0 | 2026-03-14 |
+| aso-audit | 1.0.0 | 2026-04-21 |
 | churn-prevention | 1.2.0 | 2026-03-14 |
 | cold-email | 1.2.0 | 2026-03-14 |
 | competitor-alternatives | 1.2.0 | 2026-03-14 |
+| community-marketing | 1.0.0 | 2026-04-21 |
+| competitor-profiling | 1.0.0 | 2026-04-07 |
 | content-strategy | 1.2.0 | 2026-03-14 |
 | copy-editing | 1.2.0 | 2026-03-14 |
 | copywriting | 1.2.0 | 2026-03-14 |
+| customer-research | 1.0.0 | 2026-04-21 |
+| directory-submissions | 1.0.0 | 2026-04-21 |
 | email-sequence | 1.2.0 | 2026-03-14 |
 | form-cro | 1.2.0 | 2026-03-14 |
 | free-tool-strategy | 1.2.0 | 2026-03-14 |
@@ -37,9 +42,23 @@ Current versions of all skills. Agents can compare against local versions to che
 | signup-flow-cro | 1.2.0 | 2026-03-14 |
 | site-architecture | 1.2.0 | 2026-03-14 |
 | social-content | 1.2.0 | 2026-03-14 |
+| video | 1.0.0 | 2026-04-21 |

 ## Recent Changes

+### 2026-04-21
+- Added `directory-submissions` skill for Product Hunt, G2, AI directories, and backlink strategy
+- Added `competitor-profiling` skill for competitive intelligence research
+- Added international SEO & localization section to `seo-audit` (1.2.0)
+- Added conversion tracking reference to `paid-ads` (cross-platform pixel setup)
+- Added Zapier SDK integration for 8,000+ app access
+- Fixed plugin loading: removed `./` prefix from marketplace.json skill paths (#243)
+- Hardened CLI tools: Supermetrics API key moved to header, ZoomInfo JWT masked by default
+- Fixed community-marketing YAML frontmatter (#240)
+- Fixed Zapier webhook URL validation (#247)
+- Added missing skills to VERSIONS.md (aso-audit, community-marketing, customer-research — shipped in prior releases)
+- Total skills: 38
+
 ### 2026-03-14
 - Added `lead-magnets` skill for lead magnet strategy, format selection, and conversion optimization
 - Added Composio integration layer for MCP access to OAuth-heavy tools (HubSpot, Salesforce, Meta Ads, LinkedIn Ads, Google Sheets, Slack, Notion, etc.)
@@ -1,8 +1,8 @@
 ---
-name: ab-testing
-description: When the user wants to plan, design, or implement an A/B test or experiment. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," or "how long should I run this test." Use this whenever someone is comparing two approaches and wants to measure which performs better. For tracking implementation, see analytics. For page-level conversion optimization, see cro.
+name: ab-test-setup
+description: When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test this change," "variant copy," "multivariate test," "hypothesis," "should I test this," "which version is better," "test two versions," "statistical significance," "how long should I run this test," "growth experiments," "experiment velocity," "experiment backlog," "ICE score," "experimentation program," or "experiment playbook." Use this whenever someone is comparing two approaches and wants to measure which performs better, or when they want to build a systematic experimentation practice. For tracking implementation, see analytics-tracking. For page-level conversion optimization, see page-cro.
 metadata:
-  version: 1.1.0
+  version: 1.2.0
 ---

 # A/B Test Setup
@@ -229,6 +229,93 @@ Document every test with:

 ---

+## Growth Experimentation Program
+
+Individual tests are valuable. A continuous experimentation program is a compounding asset. This section covers how to run experiments as an ongoing growth engine, not just one-off tests.
+
+### The Experiment Loop
+
+```
+1. Generate hypotheses (from data, research, competitors, customer feedback)
+2. Prioritize with ICE scoring
+3. Design and run the test
+4. Analyze results with statistical rigor
+5. Promote winners to a playbook
+6. Generate new hypotheses from learnings
+→ Repeat
+```
+
+### Hypothesis Generation
+
+Feed your experiment backlog from multiple sources:
+
+| Source | What to Look For |
+|--------|-----------------|
+| Analytics | Drop-off points, low-converting pages, underperforming segments |
+| Customer research | Pain points, confusion, unmet expectations |
+| Competitor analysis | Features, messaging, or UX patterns they use that you don't |
+| Support tickets | Recurring questions or complaints about conversion flows |
+| Heatmaps/recordings | Where users hesitate, rage-click, or abandon |
+| Past experiments | "Significant loser" tests often reveal new angles to try |
+
+### ICE Prioritization
+
+Score each hypothesis 1-10 on three dimensions:
+
+| Dimension | Question |
+|-----------|----------|
+| **Impact** | If this works, how much will it move the primary metric? |
+| **Confidence** | How sure are we this will work? (Based on data, not gut.) |
+| **Ease** | How fast and cheap can we ship and measure this? |
+
+**ICE Score** = (Impact + Confidence + Ease) / 3
+
+Run highest-scoring experiments first. Re-score monthly as context changes.
+
+### Experiment Velocity
+
+Track your experimentation rate as a leading indicator of growth:
+
+| Metric | Target |
+|--------|--------|
+| Experiments launched per month | 4-8 for most teams |
+| Win rate | 20-30% is common for mature programs (sustained higher rates may indicate conservative hypotheses) |
+| Average test duration | 2-4 weeks |
+| Backlog depth | 20+ hypotheses queued |
+| Cumulative lift | Compound gains from all winners |
+
+### The Experiment Playbook
+
+When a test wins, don't just implement it — document the pattern:
+
+```
+## [Experiment Name]
+**Date**: [date]
+**Hypothesis**: [the hypothesis]
+**Sample size**: [n per variant]
+**Result**: [winner/loser/inconclusive] — [primary metric] changed by [X%] (95% CI: [range], p=[value])
+**Guardrails**: [any guardrail metrics and their outcomes]
+**Segment deltas**: [notable differences by device, segment, or cohort]
+**Why it worked/failed**: [analysis]
+**Pattern**: [the reusable insight — e.g., "social proof near pricing CTAs increases plan selection"]
+**Apply to**: [other pages/flows where this pattern might work]
+**Status**: [implemented / parked / needs follow-up test]
+```
+
+Over time, your playbook becomes a library of proven growth patterns specific to your product and audience.
+
+### Experiment Cadence
+
+**Weekly (30 min)**: Review running experiments for technical issues and guardrail metrics. Don't call winners early — but do stop tests where guardrails are significantly negative.
+
+**Bi-weekly**: Conclude completed experiments. Analyze results, update playbook, launch next experiment from backlog.
+
+**Monthly (1 hour)**: Review experiment velocity, win rate, cumulative lift. Replenish hypothesis backlog. Re-prioritize with ICE.
+
+**Quarterly**: Audit the playbook. Which patterns have been applied broadly? Which winning patterns haven't been scaled yet? What areas of the funnel are under-tested?
+
+---
+
 ## Common Mistakes

 ### Test Design
@@ -261,6 +348,6 @@ Document every test with:

 ## Related Skills

- **cro**: For generating test ideas based on CRO principles
- **analytics**: For setting up test measurement
+- **page-cro**: For generating test ideas based on CRO principles
+- **analytics-tracking**: For setting up test measurement
 - **copywriting**: For creating variant copy
@@ -357,6 +357,6 @@ node tools/clis/google-ads.js reports get --type ad_performance --date-range las

 - **paid-ads**: For campaign strategy, targeting, budgets, and optimization
 - **copywriting**: For landing page copy (where ad traffic lands)
- **ab-testing**: For structuring creative tests with statistical rigor
+- **ab-test-setup**: For structuring creative tests with statistical rigor
 - **marketing-psychology**: For psychological principles behind high-performing creative
 - **copy-editing**: For polishing ad copy before launch
@@ -2,7 +2,7 @@
 name: ai-seo
 description: "When the user wants to optimize content for AI search engines, get cited by LLMs, or appear in AI-generated answers. Also use when the user mentions 'AI SEO,' 'AEO,' 'GEO,' 'LLMO,' 'answer engine optimization,' 'generative engine optimization,' 'LLM optimization,' 'AI Overviews,' 'optimize for ChatGPT,' 'optimize for Perplexity,' 'AI citations,' 'AI visibility,' 'zero-click search,' 'how do I show up in AI answers,' 'LLM mentions,' or 'optimize for Claude/Gemini.' Use this whenever someone wants their content to be cited or surfaced by AI assistants and AI search engines. For traditional technical and on-page SEO audits, see seo-audit. For structured data implementation, see schema-markup."
 metadata:
-  version: 1.1.0
+  version: 1.2.0
 ---

 # AI SEO
@@ -226,6 +226,50 @@ AI systems don't just cite your website — they cite where you appear.
 - Create YouTube content for key how-to queries
 - Answer relevant Quora questions with depth

+### Machine-Readable Files for AI Agents
+
+AI agents aren't just answering questions — they're becoming buyers. When an AI agent evaluates tools on behalf of a user, it needs structured, parseable information. If your pricing is locked in a JavaScript-rendered page or a "contact sales" wall, agents will skip you and recommend competitors whose information they can actually read.
+
+Add these machine-readable files to your site root:
+
+**`/pricing.md` or `/pricing.txt`** — Structured pricing data for AI agents
+
+```markdown
+# Pricing — [Your Product Name]
+
+## Free
+- Price: $0/month
+- Limits: 100 emails/month, 1 user
+- Features: Basic templates, API access
+
+## Pro
+- Price: $29/month (billed annually) | $35/month (billed monthly)
+- Limits: 10,000 emails/month, 5 users
+- Features: Custom domains, analytics, priority support
+
+## Enterprise
+- Price: Custom — contact sales@example.com
+- Limits: Unlimited emails, unlimited users
+- Features: SSO, SLA, dedicated account manager
+```
+
+**Why this matters now:**
+- AI agents increasingly compare products programmatically before a human ever visits your site
+- Opaque pricing gets filtered out of AI-mediated buying journeys
+- A simple markdown file is trivially parseable by any LLM — no rendering, no JavaScript, no login walls
+- Same principle as `robots.txt` (for crawlers), `llms.txt` (for AI context), and `AGENTS.md` (for agent capabilities)
+
+**Best practices:**
+- Use consistent units (monthly vs. annual, per-seat vs. flat)
+- Include specific limits and thresholds, not just feature names
+- List what's included at each tier, not just what's different
+- Keep it updated — stale pricing is worse than no file
+- Link to it from your sitemap and main pricing page
+
+**`/llms.txt`** — Context file for AI systems (see [llmstxt.org](https://llmstxt.org))
+
+If you don't have one yet, add an `llms.txt` that gives AI systems a quick overview of what your product does, who it's for, and links to key pages (including your pricing).
+
 ### Schema Markup for AI

 Structured data helps AI systems understand your content. Key schemas:
@@ -309,7 +353,7 @@ Monthly manual check:
 - Feature comparison tables (you vs. category, not just competitors)
 - Specific metrics ("processes 10,000 transactions/sec" not "blazing fast")
 - Customer count or social proof with numbers
- Pricing transparency (AI cites pages with visible pricing)
+- Pricing transparency (AI cites pages with visible pricing) — add a `/pricing.md` file so AI agents can parse your plans without rendering your page (see "Machine-Readable Files" above)
 - FAQ section addressing common buyer questions

 ### Blog Content
@@ -333,7 +377,7 @@ Monthly manual check:
 - Fair and balanced (AI penalizes obviously biased comparisons)
 - Specific criteria with ratings or scores
 - Updated pricing and feature data
- Cite the competitors skill for building these pages
+- Cite the competitor-alternatives skill for building these pages

 ### Documentation / Help Content

@@ -358,6 +402,7 @@ Monthly manual check:
 - **Ignoring third-party presence** — You may get more AI citations from a Wikipedia mention than from your own blog
 - **No structured data** — Schema markup gives AI systems structured context about your content
 - **Keyword stuffing** — Unlike traditional SEO where it's just ineffective, keyword stuffing actively reduces AI visibility by 10% (Princeton GEO study)
+- **Hiding pricing behind "contact sales" or JS-rendered pages** — AI agents evaluating your product on behalf of buyers can't parse what they can't read. Add a `/pricing.md` file
 - **Blocking AI bots** — If GPTBot, PerplexityBot, or ClaudeBot are blocked in robots.txt, those platforms can't cite you
 - **Generic content without data** — "We're the best" won't get cited. "Our customers see 3x improvement in [metric]" will
 - **Forgetting to monitor** — You can't improve what you don't measure. Check AI visibility monthly at minimum
@@ -393,6 +438,6 @@ For implementation, see the [tools registry](../../tools/REGISTRY.md).
 - **seo-audit**: For traditional technical and on-page SEO audits
 - **schema-markup**: For implementing structured data that helps AI understand your content
 - **content-strategy**: For planning what content to create
- **competitors**: For building comparison pages that get cited
+- **competitor-alternatives**: For building comparison pages that get cited
 - **programmatic-seo**: For building SEO pages at scale
 - **copywriting**: For writing content that's both human-readable and AI-extractable
@@ -1,6 +1,6 @@
 ---
-name: analytics
-description: When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag manager," "GTM," "analytics implementation," "tracking plan," "how do I measure this," "track conversions," "attribution," "Mixpanel," "Segment," "are my events firing," or "analytics isn't working." Use this whenever someone asks how to know if something is working or wants to measure marketing results. For A/B test measurement, see ab-testing.
+name: analytics-tracking
+description: When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event tracking," "UTM parameters," "tag manager," "GTM," "analytics implementation," "tracking plan," "how do I measure this," "track conversions," "attribution," "Mixpanel," "Segment," "are my events firing," or "analytics isn't working." Use this whenever someone asks how to know if something is working or wants to measure marketing results. For A/B test measurement, see ab-test-setup.
 metadata:
  version: 1.1.0
 ---
@@ -303,7 +303,7 @@ For implementation, see the [tools registry](../../tools/REGISTRY.md). Key analy

 ## Related Skills

- **ab-testing**: For experiment tracking
+- **ab-test-setup**: For experiment tracking
 - **seo-audit**: For organic traffic analysis
- **cro**: For conversion optimization (uses this data)
+- **page-cro**: For conversion optimization (uses this data)
 - **revops**: For pipeline metrics, CRM tracking, and revenue attribution
@@ -1,12 +1,6 @@
 ---
 name: aso-audit
-description: >
-  Use when auditing an App Store or Google Play listing for optimization.
-  Triggers: "ASO audit", "app store optimization", "optimize my app listing",
-  "improve app visibility", "app store ranking", "audit my listing", or when
-  user shares an App Store / Google Play URL and wants to improve it. Also
-  triggers on: "why aren't people downloading my app", "improve my app
-  conversion", "keyword optimization for app", "compare my app to competitors".
+description: "When the user wants to audit or optimize an App Store or Google Play listing. Also use when the user mentions 'ASO audit,' 'app store optimization,' 'optimize my app listing,' 'improve app visibility,' 'app store ranking,' 'audit my listing,' 'why aren't people downloading my app,' 'improve my app conversion,' 'keyword optimization for app,' or 'compare my app to competitors.' Use when the user shares an App Store or Google Play URL and wants to improve it."
 metadata:
  version: 1.0.0
 ---
@@ -90,14 +84,13 @@ work with what's available. Ask the user to paste missing fields if critical.

 ### Visual asset assessment

-WebFetch cannot extract screenshot images or caption text. **Always use the
-Playwright browser tool** to get visual data:
+WebFetch cannot extract screenshot images or caption text. **Take a screenshot
+of the listing page** to get visual data:

-1. Navigate to the listing URL with `browser_navigate`
-2. Take a full-page screenshot with `browser_take_screenshot`
-3. Read the screenshot image to assess: icon, screenshot count, caption text,
+1. Navigate to the listing URL and capture a full-page screenshot
+2. Assess the screenshot for: icon quality, screenshot count, caption text,
   messaging quality, preview video presence, feature graphic (Google Play)
-4. If Playwright is unavailable, ask the user to share a screenshot of the
+3. If browser tools are unavailable, ask the user to share a screenshot of the
   listing page

 **Promotional text (Apple):** This 170-char field appears above the description
@@ -297,3 +290,23 @@ the app's brand maturity tier — they may be deliberate choices for Dominant ap

 - [ ] No developer responses to negative reviews _(note volume — responding at 10M+ reviews is a different challenge than at 1K)_
 - [ ] Generic "What's New" text _(acceptable at weekly+ release cadence for Established/Dominant)_
+
+---
+
+## Task-Specific Questions
+
+1. What is the App Store or Google Play URL?
+2. Is this your app or a competitor's?
+3. What category does the app compete in?
+4. Do you have competitor URLs to compare against?
+5. Are you focused on search visibility, conversion rate, or both?
+6. Do you have access to App Store Connect or Google Play Console data?
+
+---
+
+## Related Skills
+
+- **page-cro**: For optimizing the conversion of web-based landing pages that drive app installs
+- **ad-creative**: For creating App Store and Google Play ad creatives
+- **analytics-tracking**: For setting up install attribution and in-app event tracking
+- **customer-research**: For understanding user needs and language to inform listing copy
@@ -1,6 +1,6 @@
 ---
 name: churn-prevention
-description: "When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save offer,' 'dunning,' 'failed payment recovery,' 'win-back,' 'retention,' 'exit survey,' 'pause subscription,' 'involuntary churn,' 'people keep canceling,' 'churn rate is too high,' 'how do I keep users,' or 'customers are leaving.' Use this whenever someone is losing subscribers or wants to build systems to prevent it. For post-cancel win-back email sequences, see emails. For in-app upgrade paywalls, see paywalls."
+description: "When the user wants to reduce churn, build cancellation flows, set up save offers, recover failed payments, or implement retention strategies. Also use when the user mentions 'churn,' 'cancel flow,' 'offboarding,' 'save offer,' 'dunning,' 'failed payment recovery,' 'win-back,' 'retention,' 'exit survey,' 'pause subscription,' 'involuntary churn,' 'people keep canceling,' 'churn rate is too high,' 'how do I keep users,' or 'customers are leaving.' Use this whenever someone is losing subscribers or wants to build systems to prevent it. For post-cancel win-back email sequences, see email-sequence. For in-app upgrade paywalls, see paywall-upgrade-cro."
 metadata:
  version: 1.1.0
 ---
@@ -252,7 +252,7 @@ Health Score = (
 | Trigger | Intervention |
 |---------|-------------|
 | Usage drop >50% for 2 weeks | "We noticed you haven't used [feature]. Need help?" email |
-| Approaching plan limit | Upgrade nudge (not a wall — paywalls handles this) |
+| Approaching plan limit | Upgrade nudge (not a wall — paywall-upgrade-cro handles this) |
 | No login for 14 days | Re-engagement email with recent product updates |
 | NPS detractor (0-6) | Personal follow-up within 24 hours |
 | Support ticket unresolved >48h | Escalation + proactive status update |
@@ -360,7 +360,7 @@ Test one variable at a time:
 | Offer presentation (modal vs full page) | Full page gets more attention | Save rate |
 | Copy tone (empathetic vs direct) | Empathetic reduces friction | Save rate |

-**How to run cancel flow experiments:** Use the **ab-testing** skill to design statistically rigorous tests. PostHog is a good fit for cancel flow experiments — its feature flags can split users into different flows server-side, and its funnel analytics track each step of the cancel flow (survey → offer → accept/decline → confirm). See the [PostHog integration guide](../../tools/integrations/posthog.md) for setup.
+**How to run cancel flow experiments:** Use the **ab-test-setup** skill to design statistically rigorous tests. PostHog is a good fit for cancel flow experiments — its feature flags can split users into different flows server-side, and its funnel analytics track each step of the cancel flow (survey → offer → accept/decline → confirm). See the [PostHog integration guide](../../tools/integrations/posthog.md) for setup.

 ---

@@ -416,9 +416,9 @@ For implementation, see the [tools registry](../../tools/REGISTRY.md).

 ## Related Skills

- **emails**: For win-back email sequences after cancellation
- **paywalls**: For in-app upgrade moments and trial expiration
- **pricing**: For plan structure and annual discount strategy
- **onboarding**: For activation to prevent early churn
- **analytics**: For setting up churn signal events
- **ab-testing**: For testing cancel flow variations with statistical rigor
+- **email-sequence**: For win-back email sequences after cancellation
+- **paywall-upgrade-cro**: For in-app upgrade moments and trial expiration
+- **pricing-strategy**: For plan structure and annual discount strategy
+- **onboarding-cro**: For activation to prevent early churn
+- **analytics-tracking**: For setting up churn signal events
+- **ab-test-setup**: For testing cancel flow variations with statistical rigor
@@ -184,7 +184,7 @@ For multi-plan products, downgrade is the strongest save:
 When the cancel reason is "switching to competitor":

 1. **Ask which competitor** (optional, don't force it)
-2. **Show a comparison** if you have one (see competitors skill)
+2. **Show a comparison** if you have one (see competitor-alternatives skill)
 3. **Offer a migration credit** ("We'll match their price for 3 months")
 4. **Request a feedback call** ("15 minutes to understand what we're missing")

@@ -226,7 +226,7 @@ from customers like you.
 | Day 60 | Address their specific cancel reason if resolved |
 | Day 90 | Final win-back with special offer |

-**For detailed win-back email sequences**: See the emails skill.
+**For detailed win-back email sequences**: See the email-sequence skill.

 ---

@@ -290,7 +290,7 @@ The most effective cancel flows use segmentation to show different offers to dif
 - [ ] Set up proactive intervention triggers
 - [ ] A/B test discount amounts and offer types
 - [ ] Segment flows by plan, tenure, and usage
- [ ] Post-cancel win-back sequence (coordinate with emails skill)
+- [ ] Post-cancel win-back sequence (coordinate with email-sequence skill)
 - [ ] Cohort analysis: churn by channel, plan, tenure

 ---
@@ -1,6 +1,6 @@
 ---
 name: cold-email
-description: Write B2B cold emails and follow-up sequences that get replies. Use when the user wants to write cold outreach emails, prospecting emails, cold email campaigns, sales development emails, or SDR emails. Also use when the user mentions "cold outreach," "prospecting email," "outbound email," "email to leads," "reach out to prospects," "sales email," "follow-up email sequence," "nobody's replying to my emails," or "how do I write a cold email." Covers subject lines, opening lines, body copy, CTAs, personalization, and multi-touch follow-up sequences. For warm/lifecycle email sequences, see emails. For sales collateral beyond emails, see sales-enablement.
+description: Write B2B cold emails and follow-up sequences that get replies. Use when the user wants to write cold outreach emails, prospecting emails, cold email campaigns, sales development emails, or SDR emails. Also use when the user mentions "cold outreach," "prospecting email," "outbound email," "email to leads," "reach out to prospects," "sales email," "follow-up email sequence," "nobody's replying to my emails," or "how do I write a cold email." Covers subject lines, opening lines, body copy, CTAs, personalization, and multi-touch follow-up sequences. For warm/lifecycle email sequences, see email-sequence. For sales collateral beyond emails, see sales-enablement.
 metadata:
  version: 1.1.0
 ---
@@ -152,7 +152,7 @@ Use this data to inform your writing — not as a checklist to satisfy.
 ## Related Skills

 - **copywriting**: For landing pages and web copy
- **emails**: For lifecycle/nurture email sequences (not cold outreach)
- **social**: For LinkedIn and social posts
+- **email-sequence**: For lifecycle/nurture email sequences (not cold outreach)
+- **social-content**: For LinkedIn and social posts
 - **product-marketing-context**: For establishing foundational positioning
 - **revops**: For lead scoring, routing, and pipeline management
@@ -1,6 +1,6 @@
 ---
 name: community-marketing
-description: Build and leverage online communities to drive product growth and brand loyalty. Use when the user wants to create a community strategy, grow a Discord or Slack community, manage a forum or subreddit, build brand advocates, increase word-of-mouth, drive community-led growth, engage users post-signup, or turn customers into evangelists. Trigger phrases: "build a community," "community strategy," "Discord community," "Slack community," "community-led growth," "brand advocates," "user community," "forum strategy," "community engagement," "grow our community," "ambassador program," "community flywheel."
+description: "Build and leverage online communities to drive product growth and brand loyalty. Use when the user wants to create a community strategy, grow a Discord or Slack community, manage a forum or subreddit, build brand advocates, increase word-of-mouth, drive community-led growth, engage users post-signup, or turn customers into evangelists. Trigger phrases: \"build a community,\" \"community strategy,\" \"Discord community,\" \"Slack community,\" \"community-led growth,\" \"brand advocates,\" \"user community,\" \"forum strategy,\" \"community engagement,\" \"grow our community,\" \"ambassador program,\" \"community flywheel.\""
 metadata:
  version: 1.0.0
 ---
@@ -141,3 +141,23 @@ Depending on what the user needs, produce one of:
 - **Health Audit Report** — Current metrics, diagnosis, top 3 priorities to fix

 Always be specific. Generic advice ("be consistent," "provide value") is not useful. Give the user something they can act on today.
+
+---
+
+## Task-Specific Questions
+
+1. What platform are you building on (or considering)?
+2. What stage is the community at? (Pre-launch, early, growing, established)
+3. What's the primary business goal? (Retention, activation, word-of-mouth, support deflection)
+4. Who is the ideal community member and what motivates them?
+5. Do you have existing users or customers to seed from?
+6. How much time can you dedicate to community management weekly?
+
+---
+
+## Related Skills
+
+- **referral-program**: For structured referral and ambassador incentive programs
+- **churn-prevention**: For retention strategies that complement community engagement
+- **social-content**: For content creation across social platforms
+- **customer-research**: For understanding your community members' needs and language
@@ -1,5 +1,5 @@
 ---
-name: competitors
+name: competitor-alternatives
 description: "When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'comparison page,' '[Product] vs [Product],' '[Product] alternative,' 'competitive landing pages,' 'how do we compare to X,' 'battle card,' or 'competitor teardown.' Use this for any content that positions your product against competitors. Covers four formats: singular alternative, plural alternatives, you vs competitor, and competitor vs competitor. For sales-specific competitor docs, see sales-enablement."
 metadata:
  version: 1.1.0
@@ -0,0 +1,411 @@
+---
+name: competitor-profiling
+description: "When the user wants to research, profile, or analyze competitors from their URLs. Also use when the user mentions 'competitor profile,' 'competitor research,' 'competitor analysis,' 'profile this competitor,' 'analyze competitor,' 'competitive intelligence,' 'competitor deep dive,' 'who are my competitors,' 'competitor landscape,' 'competitor dossier,' 'competitive audit,' or 'research these competitors.' Input is a list of competitor URLs. Output is structured competitor profile markdown files. For creating comparison/alternative pages from profiles, see competitor-alternatives. For sales-specific battle cards, see sales-enablement."
+metadata:
+  version: 1.0.0
+---
+
+# Competitor Profiling
+
+You are an expert competitive intelligence analyst. Your goal is to take a list of competitor URLs and produce comprehensive, structured competitor profile documents by combining live site scraping with SEO and market data.
+
+## Initial Assessment
+
+**Check for product marketing context first:**
+If `.agents/product-marketing-context.md` exists (or `.claude/product-marketing-context.md` in older setups), read it before asking questions. Use that context and only ask for information not already covered.
+
+Before profiling, confirm:
+
+1. **Competitor URLs** — the list of competitor website URLs to profile
+2. **Your product** — what you do (if not in product marketing context)
+3. **Depth level** — quick scan (key facts only) or deep profile (full research)
+4. **Focus areas** — any specific dimensions to prioritize (e.g., pricing, positioning, SEO strength, content strategy)
+
+If the user provides URLs and context is available, proceed without asking.
+
+---
+
+## Core Principles
+
+### 1. Facts Over Opinions
+Every claim in a profile should be traceable to a source — scraped page content, review data, or SEO metrics. Label inferences clearly.
+
+### 2. Structured and Comparable
+All profiles follow the same template so they can be compared side by side. Consistency matters more than completeness on any single profile.
+
+### 3. Current Data
+Profiles are snapshots. Always include the date generated. Flag anything that looks stale (e.g., "pricing page last updated 2023").
+
+### 4. Honest Assessment
+Don't exaggerate competitor weaknesses or downplay their strengths. Accurate profiles are useful profiles.
+
+---
+
+## Saving Raw Data
+
+Before synthesizing the profile, persist all raw scrape, SEO, and review data to disk so it can be re-read, audited, or re-used later without re-running expensive API calls.
+
+**Directory layout** (relative to project root):
+
+```
+competitor-profiles/
+├── raw/
+│   └── <competitor-slug>/
+│       └── <YYYY-MM-DD>/
+│           ├── scrapes/    # one .md file per scraped page (homepage.md, pricing.md, ...)
+│           ├── seo/        # one .json file per DataForSEO call (backlinks-summary.json, ranked-keywords.json, ...)
+│           └── reviews/    # one .md or .json file per review source (g2.md, capterra.md, ...)
+├── <competitor-slug>.md    # final synthesized profile
+└── _summary.md             # cross-competitor summary
+```
+
+Rules:
+
+- `<competitor-slug>` is lowercase, hyphenated (e.g. `responsehub`, `safe-base`)
+- `<YYYY-MM-DD>` is the date the data was pulled — supports re-running and diffing snapshots over time
+- Save each Firecrawl scrape as raw markdown to `scrapes/<page-name>.md`
+- Save each DataForSEO response as raw JSON to `seo/<endpoint-name>.json`
+- Save each review source to `reviews/<source>.md` (cleaned text) or `.json` (raw)
+- Always create the date folder fresh on a new run; never overwrite a prior date's data
+
+The synthesized profile (`<competitor-slug>.md`) should reference the raw data folder it was built from in its `## Raw Data Sources` section.
+
+---
+
+## Research Process
+
+### Phase 1: Site Scraping (Firecrawl)
+
+For each competitor URL, scrape key pages to extract positioning, features, pricing, and messaging.
+
+#### Step 1: Map the site
+
+Use **Firecrawl Map** to discover the competitor's site structure and identify key pages:
+
+```
+firecrawl_map → competitor URL
+```
+
+From the map, identify and prioritize these page types:
+- Homepage
+- Pricing page
+- Features / product pages
+- About / company page
+- Blog (top-level, for content strategy signals)
+- Customers / case studies page
+- Integrations page
+- Changelog / what's new (if exists)
+
+#### Step 2: Scrape key pages
+
+Use **Firecrawl Scrape** on each identified page:
+
+```
+firecrawl_scrape → each key page URL
+```
+
+Save each result to `competitor-profiles/raw/<competitor-slug>/<YYYY-MM-DD>/scrapes/<page-name>.md` before extracting fields.
+
+Extract from each page:
+
+| Page | What to Extract |
+|------|----------------|
+| **Homepage** | Headline, subheadline, value proposition, primary CTA, social proof claims, target audience signals |
+| **Pricing** | Tiers, prices, feature breakdown per tier, billing options, free tier/trial details, enterprise pricing signals |
+| **Features** | Feature categories, key capabilities, how they describe each feature, screenshots/demo signals |
+| **About** | Founding story, team size, funding, mission statement, headquarters |
+| **Customers** | Named customers, logos, industries served, case study themes |
+| **Integrations** | Integration count, key integrations, categories |
+| **Changelog** | Release velocity, recent focus areas, product direction signals |
+
+#### Step 3: Scrape competitor reviews (optional but high-value)
+
+Use **Firecrawl Scrape** or **Firecrawl Search** to find:
+- G2 reviews page for the competitor
+- Capterra reviews page
+- Product Hunt launch page
+- TrustRadius profile
+
+Save each scraped review page to `competitor-profiles/raw/<competitor-slug>/<YYYY-MM-DD>/reviews/<source>.md`. Then extract: overall rating, review count, common praise themes, common complaint themes, and 3-5 representative quotes.
+
+---
+
+### Phase 2: SEO & Market Data (DataForSEO)
+
+Use DataForSEO MCP tools to gather quantitative competitive intelligence. Save each raw response as JSON to `competitor-profiles/raw/<competitor-slug>/<YYYY-MM-DD>/seo/<endpoint-name>.json` before parsing it into the profile. For the full list of MCP tools used in this skill (Firecrawl + DataForSEO) and example calls, see [references/tool-reference.md](references/tool-reference.md).
+
+#### Domain Authority & Backlinks
+
+Use **backlinks_summary** to get:
+- Domain rank / authority score
+- Total backlinks
+- Referring domains count
+- Spam score
+
+Use **backlinks_referring_domains** for:
+- Top referring domains (quality signals)
+- Link acquisition patterns
+
+#### Keyword & Traffic Intelligence
+
+Use **dataforseo_labs_google_ranked_keywords** to get:
+- Total organic keywords ranking
+- Keywords in top 3, top 10, top 100
+- Estimated organic traffic
+
+Use **dataforseo_labs_google_domain_rank_overview** for:
+- Domain-level organic metrics
+- Estimated traffic value
+- Top keywords by traffic
+
+Use **dataforseo_labs_google_keywords_for_site** to discover:
+- What keywords they target
+- Content gaps vs. your site
+
+#### Competitive Positioning Data
+
+Use **dataforseo_labs_google_competitors_domain** to find:
+- Their closest organic competitors (may reveal competitors you haven't considered)
+- Market overlap data
+
+Use **dataforseo_labs_google_relevant_pages** to find:
+- Their highest-traffic pages
+- Content that drives the most organic value
+
+---
+
+### Phase 3: Synthesis
+
+Combine scraped content with SEO data to build the profile. Cross-reference claims (e.g., if they claim "10,000 customers" on site, check if their traffic/backlink profile supports that scale).
+
+---
+
+## Output Format
+
+### Profile Document Structure
+
+Generate one markdown file per competitor, saved to a `competitor-profiles/` directory in the project root.
+
+**Filename**: `competitor-profiles/[competitor-name].md`
+
+**For the full profile and summary templates**: See [references/templates.md](references/templates.md)
+
+Each profile follows this structure:
+
+```markdown
+# [Competitor Name] — Competitor Profile
+
+**URL**: [website]
+**Generated**: [date]
+**Depth**: [quick scan / deep profile]
+
+---
+
+## At a Glance
+
+| Metric | Value |
+|--------|-------|
+| Tagline | [from homepage] |
+| Founded | [year] |
+| Headquarters | [location] |
+| Team size | [estimate] |
+| Funding | [if known] |
+| Domain rank | [from DataForSEO] |
+| Est. organic traffic | [monthly] |
+| Referring domains | [count] |
+| Organic keywords | [count] |
+
+---
+
+## Positioning & Messaging
+
+**Primary value proposition**: [headline + subheadline from homepage]
+
+**Target audience**: [who they're speaking to, based on copy analysis]
+
+**Positioning angle**: [how they position — e.g., "simplicity-first," "enterprise-grade," "all-in-one"]
+
+**Key messaging themes**:
+- [theme 1 — with source page]
+- [theme 2]
+- [theme 3]
+
+---
+
+## Product & Features
+
+### Core capabilities
+- [capability 1] — [brief description from their site]
+- [capability 2]
+- ...
+
+### Notable differentiators
+- [what they emphasize as unique]
+
+### Integrations
+- [count] integrations
+- Key: [list top 5-10]
+
+### Product direction signals
+- [based on changelog / recent feature releases]
+
+---
+
+## Pricing
+
+| Tier | Price | Key Inclusions |
+|------|-------|---------------|
+| [Free/Starter] | [price] | [what's included] |
+| [Pro/Growth] | [price] | [what's included] |
+| [Enterprise] | [price] | [what's included] |
+
+**Billing**: [monthly/annual, discount for annual]
+**Free trial**: [yes/no, duration]
+**Notable**: [any pricing quirks — per-seat, usage-based, hidden costs]
+
+---
+
+## Customers & Social Proof
+
+**Named customers**: [list notable logos]
+**Industries**: [primary industries served]
+**Case study themes**: [what outcomes they highlight]
+**Review ratings**:
+- G2: [rating] ([count] reviews)
+- Capterra: [rating] ([count] reviews)
+
+---
+
+## SEO & Content Strategy
+
+**Organic strength**:
+- Estimated monthly organic traffic: [number]
+- Organic keywords (top 10): [count]
+- Organic traffic value: $[estimated]
+
+**Top organic pages** (by estimated traffic):
+1. [page URL] — [keyword] — [est. traffic]
+2. [page URL] — [keyword] — [est. traffic]
+3. [page URL] — [keyword] — [est. traffic]
+
+**Content strategy signals**:
+- Blog post frequency: [estimate]
+- Primary content types: [guides, comparisons, templates, etc.]
+- Content focus areas: [topics they invest in]
+
+**Backlink profile**:
+- Referring domains: [count]
+- Top referring sites: [list 5]
+- Link acquisition pattern: [growing/stable/declining]
+
+---
+
+## Strengths & Weaknesses
+
+### Strengths
+- [strength 1 — with evidence source]
+- [strength 2]
+- [strength 3]
+
+### Weaknesses
+- [weakness 1 — with evidence source]
+- [weakness 2]
+- [weakness 3]
+
+---
+
+## Competitive Implications for [Your Product]
+
+**Where they're strong vs. us**: [areas where this competitor has an advantage]
+
+**Where we're strong vs. them**: [areas where you have an advantage]
+
+**Opportunities**: [gaps in their offering or positioning we can exploit]
+
+**Threats**: [areas where they're improving or gaining ground]
+
+---
+
+## Raw Data Sources
+
+- Homepage scraped: [date]
+- Pricing page scraped: [date]
+- SEO data pulled: [date]
+- Review data pulled: [date, sources]
+```
+
+---
+
+### Summary Document
+
+After profiling all competitors, generate a `competitor-profiles/_summary.md` that includes:
+
+1. **Competitor landscape overview** — one paragraph summarizing the competitive field
+2. **Comparison table** — key metrics side by side for all profiled competitors
+3. **Positioning map** — where each competitor sits (e.g., simple↔complex, cheap↔premium)
+4. **Key takeaways** — 3-5 strategic observations from the research
+5. **Gaps and opportunities** — where the market is underserved
+
+---
+
+## Quick Scan vs. Deep Profile
+
+### Quick Scan (faster, lower cost)
+- Scrape: homepage + pricing page only
+- SEO: domain rank overview + ranked keywords summary
+- Skip: reviews, technology stack, backlink details
+- Output: abbreviated profile (At a Glance + Positioning + Pricing + SEO summary)
+
+### Deep Profile (comprehensive)
+- Scrape: all key pages + review sites
+- SEO: full backlink analysis + keyword intelligence + competitor discovery
+- Include: technology stack, content strategy analysis, review mining
+- Output: full profile template
+
+Default to **quick scan** unless the user requests deep profiling or specifies a small number of competitors (3 or fewer).
+
+---
+
+## Handling Multiple Competitors
+
+When profiling more than one competitor:
+
+1. **Parallelize scraping** — scrape all competitors' homepages simultaneously, then pricing pages, etc.
+2. **Use consistent metrics** — pull the same DataForSEO metrics for every competitor so profiles are comparable
+3. **Build the summary last** — after all individual profiles are complete
+4. **Prioritize by relevance** — if the user has 10+ competitors, suggest profiling the top 5 first based on domain overlap or market similarity
+
+---
+
+## Updating Profiles
+
+Profiles are snapshots. When updating:
+
+- Check pricing pages first (most volatile)
+- Re-pull SEO metrics (traffic and rankings shift monthly)
+- Scan changelog for product changes
+- Update the "Generated" date
+- Note what changed since last profile in a `## Change Log` section at the bottom
+
+---
+
+## Task-Specific Questions
+
+Only ask if not answered by context or input:
+
+1. What competitor URLs should I profile?
+2. Quick scan or deep profile?
+3. Any specific dimensions to focus on (pricing, SEO, positioning)?
+4. Should I compare findings against your product?
+
+---
+
+## Related Skills
+
+- **competitor-alternatives**: For creating comparison/alternative pages from these profiles
+- **customer-research**: For mining reviews and community sentiment in depth
+- **content-strategy**: For using competitor content gaps to plan your own content
+- **seo-audit**: For auditing your own site relative to competitors
+- **sales-enablement**: For turning profiles into battle cards and sales collateral
+- **paid-ads**: For analyzing competitor ad strategies
+- **pricing-strategy**: For deeper pricing analysis informed by competitor profiles
@@ -0,0 +1,167 @@
+# Profile Templates
+
+Ready-to-use templates for competitor profile sections and the summary document.
+
+## Contents
+- Quick Scan Template
+- Summary Comparison Table
+- Positioning Map
+- Competitive SWOT
+- Profile Update Changelog
+
+---
+
+## Quick Scan Template
+
+Abbreviated profile for when speed matters more than depth.
+
+```markdown
+# [Competitor Name] — Quick Profile
+
+**URL**: [website]
+**Generated**: [date]
+
+## At a Glance
+
+| Metric | Value |
+|--------|-------|
+| Tagline | [from homepage] |
+| Target audience | [inferred from copy] |
+| Pricing starts at | [lowest paid tier] |
+| Free tier/trial | [yes/no + details] |
+| Domain rank | [from DataForSEO] |
+| Est. organic traffic | [monthly] |
+| Organic keywords (top 10) | [count] |
+| Referring domains | [count] |
+
+## Positioning
+
+**Headline**: "[exact homepage headline]"
+**Subheadline**: "[exact subheadline]"
+**Positioning angle**: [1-2 sentence summary of how they position]
+
+## Pricing Summary
+
+| Tier | Price | Notable Inclusions |
+|------|-------|-------------------|
+| [tier] | [price] | [key items] |
+| [tier] | [price] | [key items] |
+
+## Key Takeaway
+
+[2-3 sentences: what makes this competitor notable, where they're strong, where they're weak]
+```
+
+---
+
+## Summary Comparison Table
+
+Use after profiling all competitors to create a side-by-side view.
+
+```markdown
+# Competitive Landscape Summary
+
+**Generated**: [date]
+**Your product**: [name]
+**Competitors profiled**: [count]
+
+## Side-by-Side Comparison
+
+| Dimension | [Your Product] | [Competitor 1] | [Competitor 2] | [Competitor 3] |
+|-----------|---------------|----------------|----------------|----------------|
+| **Tagline** | [yours] | [theirs] | [theirs] | [theirs] |
+| **Target audience** | [yours] | [theirs] | [theirs] | [theirs] |
+| **Positioning** | [angle] | [angle] | [angle] | [angle] |
+| **Starting price** | $[X]/mo | $[X]/mo | $[X]/mo | $[X]/mo |
+| **Free tier** | [yes/no] | [yes/no] | [yes/no] | [yes/no] |
+| **Domain rank** | [score] | [score] | [score] | [score] |
+| **Est. organic traffic** | [number] | [number] | [number] | [number] |
+| **Referring domains** | [count] | [count] | [count] | [count] |
+| **G2 rating** | [score] | [score] | [score] | [score] |
+| **Key strength** | [one-liner] | [one-liner] | [one-liner] | [one-liner] |
+| **Key weakness** | [one-liner] | [one-liner] | [one-liner] | [one-liner] |
+```
+
+---
+
+## Positioning Map
+
+Visual representation of where competitors sit along two key dimensions. Choose the two axes most relevant to your market.
+
+### Common Axis Pairs
+
+| Market Type | X-Axis | Y-Axis |
+|-------------|--------|--------|
+| SaaS tools | Simple → Complex | Cheap → Expensive |
+| Developer tools | Low-code → Code-first | Individual → Team |
+| B2B platforms | SMB-focused → Enterprise-focused | Point solution → Platform |
+| Content tools | Template-driven → Custom | Self-serve → Managed |
+
+### Format
+
+```markdown
+## Positioning Map
+
+**Axes**: [X-axis label] vs. [Y-axis label]
+
+                    [Y-axis high label]
+                           │
+                           │
+          [Competitor A]   │    [Competitor B]
+                           │
+    ───────────────────────┼───────────────────────
+    [X-axis low]           │           [X-axis high]
+                           │
+          [Your Product]   │    [Competitor C]
+                           │
+                    [Y-axis low label]
+
+### Interpretation
+- [1-2 sentences about what the map reveals]
+- [where the whitespace / opportunity is]
+```
+
+---
+
+## Competitive SWOT
+
+Per-competitor SWOT relative to your product.
+
+```markdown
+## SWOT: [Competitor] vs. [Your Product]
+
+### Strengths (theirs vs. ours)
+- [Where they genuinely outperform us — be honest]
+
+### Weaknesses (theirs vs. ours)
+- [Where they fall short compared to us — with evidence]
+
+### Opportunities (for us)
+- [Gaps in their offering we can exploit]
+- [Segments they're ignoring]
+- [Messaging angles they're missing]
+
+### Threats (from them)
+- [Areas where they're improving fast]
+- [Features they're building that overlap with us]
+- [Market moves that could shift perception]
+```
+
+---
+
+## Profile Update Changelog
+
+Append to the bottom of any profile when updating it.
+
+```markdown
+---
+
+## Change Log
+
+| Date | What Changed | Source |
+|------|-------------|--------|
+| [date] | Pricing increased from $X to $Y | Pricing page re-scrape |
+| [date] | Launched [feature] | Changelog scrape |
+| [date] | Domain rank changed from X to Y | DataForSEO re-pull |
+| [date] | Added [integration] | Integrations page re-scrape |
+```
@@ -0,0 +1,179 @@
+# MCP Tool Reference for Competitor Profiling
+
+Quick reference for the Firecrawl and DataForSEO MCP tools used in competitor profiling.
+
+## Contents
+- Firecrawl Tools (site scraping)
+- DataForSEO Tools (SEO & market data)
+- Recommended Execution Order
+- Error Handling
+
+---
+
+## Firecrawl Tools
+
+### firecrawl_map
+**Purpose**: Discover all URLs on a competitor's site to identify key pages.
+**When to use**: First step for every competitor — before scraping individual pages.
+**Key output**: List of URLs with their page types/paths.
+**Tip**: Look for paths containing `/pricing`, `/features`, `/about`, `/customers`, `/integrations`, `/blog`, `/changelog`.
+
+### firecrawl_scrape
+**Purpose**: Extract content from a single page as clean markdown.
+**When to use**: After mapping, scrape each key page individually.
+**Key output**: Page content in markdown format — headlines, body text, structured data.
+**Tip**: Scrape homepage first — it reveals positioning, audience, and social proof in one shot.
+
+### firecrawl_search
+**Purpose**: Search the web for specific content about a competitor.
+**When to use**: Finding review pages, press coverage, or competitor mentions not on their own site.
+**Example queries**:
+- `"[Competitor Name]" site:g2.com`
+- `"[Competitor Name]" review`
+- `"[Competitor Name]" funding OR raised`
+
+### firecrawl_crawl
+**Purpose**: Crawl multiple pages from a site in one operation.
+**When to use**: Deep profiles where you want to analyze many pages (e.g., all feature pages, all blog posts). More expensive — use selectively.
+**Tip**: Set page limits to avoid crawling entire sites. Target specific URL patterns.
+
+### firecrawl_extract
+**Purpose**: Extract structured data from a page using a schema.
+**When to use**: When you need specific data points in a consistent format (e.g., pricing tier details, feature lists).
+**Tip**: Define a clear schema for what you want extracted — more reliable than parsing raw markdown.
+
+---
+
+## DataForSEO MCP Tools
+
+### Domain-Level Intelligence
+
+#### backlinks_summary
+**Purpose**: Get domain authority, total backlinks, referring domains, spam score.
+**Input**: Target domain (e.g., `competitor.com`)
+**Key metrics**: `domain_rank`, `total_backlinks`, `referring_domains`, `backlinks_spam_score`
+
+#### backlinks_referring_domains
+**Purpose**: List top referring domains — shows where their link equity comes from.
+**Input**: Target domain + limit
+**Key metrics**: Per-domain: `rank`, `backlinks`, `domain` name
+
+#### dataforseo_labs_google_domain_rank_overview
+**Purpose**: Organic search overview — traffic, keywords, traffic value.
+**Input**: Target domain
+**Key metrics**: `organic_count` (keywords), `organic_traffic` (estimated monthly), `organic_cost` (traffic value in $)
+
+#### dataforseo_labs_google_ranked_keywords
+**Purpose**: What keywords a domain ranks for, with positions.
+**Input**: Target domain
+**Key metrics**: Per-keyword: `keyword`, `position`, `search_volume`, `url` (ranking page)
+**Tip**: Sort by traffic to find their highest-value keywords.
+
+#### dataforseo_labs_google_keywords_for_site
+**Purpose**: Keywords relevant to a domain — broader than ranked keywords, includes opportunities.
+**Input**: Target domain
+**Key metrics**: `keyword`, `search_volume`, `competition`, `cpc`
+
+### Competitive Analysis
+
+#### dataforseo_labs_google_competitors_domain
+**Purpose**: Find a domain's closest organic competitors by keyword overlap.
+**Input**: Target domain
+**Key metrics**: `domain`, `avg_position`, `intersections` (shared keywords), `full_domain_rank`
+**Tip**: May reveal competitors the user hasn't considered.
+
+#### dataforseo_labs_google_domain_intersection
+**Purpose**: Find keywords where two domains both rank — shows direct competition.
+**Input**: Two target domains
+**Key metrics**: `keyword`, position for each domain, `search_volume`
+**Tip**: Use this to compare the user's domain vs. each competitor.
+
+#### dataforseo_labs_google_relevant_pages
+**Purpose**: Find a domain's most important pages by organic traffic.
+**Input**: Target domain
+**Key metrics**: `page`, `metrics` (traffic, keywords per page)
+**Tip**: Reveals their content strategy — which pages drive the most value.
+
+### Technology Detection
+
+#### domain_analytics_technologies_domain_technologies
+**Purpose**: Detect the technology stack a domain uses.
+**Input**: Target domain
+**Key metrics**: Technologies grouped by category (CMS, analytics, marketing, payments, etc.)
+
+### Backlink Deep Dive
+
+#### backlinks_backlinks
+**Purpose**: List individual backlinks to a domain.
+**Input**: Target domain + limit
+**Key metrics**: `url_from`, `url_to`, `anchor`, `domain_from_rank`, `is_new`
+
+#### backlinks_bulk_ranks
+**Purpose**: Compare domain ranks across multiple domains at once.
+**Input**: Array of target domains
+**Key metrics**: `domain_rank` per domain
+**Tip**: Use this for the summary comparison table.
+
+---
+
+## Recommended Execution Order
+
+### Quick Scan (per competitor)
+
+```
+1. firecrawl_map → get site URLs
+2. In parallel:
+   a. firecrawl_scrape → homepage
+   b. firecrawl_scrape → pricing page
+   c. dataforseo_labs_google_domain_rank_overview → organic metrics
+   d. backlinks_summary → domain authority
+3. Synthesize into abbreviated profile
+```
+
+### Deep Profile (per competitor)
+
+```
+1. firecrawl_map → get site URLs
+2. In parallel (batch 1 — scraping):
+   a. firecrawl_scrape → homepage
+   b. firecrawl_scrape → pricing page
+   c. firecrawl_scrape → features page(s)
+   d. firecrawl_scrape → about page
+   e. firecrawl_scrape → customers/case studies page
+   f. firecrawl_scrape → integrations page
+3. In parallel (batch 2 — SEO data):
+   a. dataforseo_labs_google_domain_rank_overview
+   b. dataforseo_labs_google_ranked_keywords
+   c. backlinks_summary
+   d. backlinks_referring_domains
+   e. dataforseo_labs_google_relevant_pages
+   f. dataforseo_labs_google_competitors_domain
+4. In parallel (batch 3 — optional extras):
+   a. domain_analytics_technologies_domain_technologies
+   b. firecrawl_search → G2/Capterra reviews
+   c. dataforseo_labs_google_domain_intersection (vs. user's domain)
+5. Synthesize into full profile
+```
+
+### Multi-Competitor (3+ competitors)
+
+```
+1. Map all competitor sites in parallel
+2. Scrape all homepages in parallel, then pricing pages in parallel
+3. Pull domain_rank_overview for all in parallel
+4. Pull backlinks_bulk_ranks for all at once
+5. Build profiles in sequence (synthesis requires focus)
+6. Build summary comparison last
+```
+
+---
+
+## Error Handling
+
+| Issue | Action |
+|-------|--------|
+| Firecrawl scrape returns empty/blocked | Try with `firecrawl_browser_create` for JS-heavy sites |
+| Pricing page not found in map | Search for `/pricing`, `/plans`, `/packages` — some sites use different paths |
+| DataForSEO returns no data for domain | Domain may be too new or too small — note "insufficient data" in profile |
+| Rate limits hit | Space out requests; prioritize highest-value data first |
+| Review page scraping blocked | Use `firecrawl_search` to find cached or alternative review sources |
@@ -1,6 +1,6 @@
 ---
 name: content-strategy
-description: When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic clusters," "content planning," "editorial calendar," "content marketing," "content roadmap," "what content should I create," "blog topics," "content pillars," or "I don't know what to write." Use this whenever someone needs help deciding what content to produce, not just writing it. For writing individual pieces, see copywriting. For SEO-specific audits, see seo-audit. For social media content specifically, see social.
+description: When the user wants to plan a content strategy, decide what content to create, or figure out what topics to cover. Also use when the user mentions "content strategy," "what should I write about," "content ideas," "blog strategy," "topic clusters," "content planning," "editorial calendar," "content marketing," "content roadmap," "what content should I create," "blog topics," "content pillars," or "I don't know what to write." Use this whenever someone needs help deciding what content to produce, not just writing it. For writing individual pieces, see copywriting. For SEO-specific audits, see seo-audit. For social media content specifically, see social-content.
 metadata:
  version: 1.1.0
 ---
@@ -361,5 +361,5 @@ Visual or structured representation of how content interconnects.
 - **ai-seo**: For optimizing content for AI search engines and getting cited by LLMs
 - **programmatic-seo**: For scaled content generation
 - **site-architecture**: For page hierarchy, navigation design, and URL structure
- **emails**: For email-based content
- **social**: For social media content
+- **email-sequence**: For email-based content
+- **social-content**: For social media content
@@ -169,7 +169,7 @@ URL structure, navigation hierarchy, and internal linking all depend on how cont

 ### Email Sequences

-Pull CMS content into email templates for consistent messaging across web and email. Case studies, testimonials, and blog posts can feed email nurture sequences. See **emails** skill.
+Pull CMS content into email templates for consistent messaging across web and email. Case studies, testimonials, and blog posts can feed email nurture sequences. See **email-sequence** skill.

 ---

@@ -1,8 +1,8 @@
 ---
 name: copy-editing
-description: "When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' 'copy sweep,' 'tighten this up,' 'this reads awkwardly,' 'clean up this text,' 'too wordy,' or 'sharpen the messaging.' Use this when the user already has copy and wants it improved rather than rewritten from scratch. For writing new copy, see copywriting."
+description: "When the user wants to edit, review, or improve existing marketing copy, or refresh outdated content. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this better,' 'copy sweep,' 'tighten this up,' 'this reads awkwardly,' 'clean up this text,' 'too wordy,' 'sharpen the messaging,' 'refresh this content,' 'update this page,' 'this content is outdated,' or 'content audit.' Use this when the user already has copy and wants it improved or refreshed rather than rewritten from scratch. For writing new copy, see copywriting."
 metadata:
-  version: 1.1.0
+  version: 1.3.0
 ---

 # Copy Editing
@@ -256,6 +256,57 @@ For every statement, ask "Okay, so what?" If the copy doesn't answer that questi

 ---

+## Expert Panel Scoring
+
+Use this after completing the Seven Sweeps for an additional quality gate. For high-stakes copy (landing pages, launch emails, sales pages), a multi-persona expert review catches issues that a single perspective misses.
+
+### How It Works
+
+1. **Assemble 3-5 expert personas** relevant to the copy type
+2. **Each persona scores the copy 1-10** on their area of expertise
+3. **Collect specific critiques** — not just scores, but what to fix
+4. **Revise based on feedback** — address the lowest-scoring areas first
+5. **Re-score after revisions** — iterate until all personas score 7+, with an average of 8+ across the panel
+
+### Recommended Expert Panels
+
+**Landing page copy:**
+- Conversion copywriter (clarity, CTA strength, benefit hierarchy)
+- UX writer (scannability, cognitive load, user flow)
+- Target customer persona (does this speak to me? do I trust it?)
+- Brand strategist (voice consistency, positioning accuracy)
+
+**Email sequence:**
+- Email marketing specialist (subject lines, open/click optimization)
+- Copywriter (hooks, storytelling, persuasion)
+- Spam filter analyst (deliverability red flags, trigger words)
+- Target customer persona (relevance, value, unsubscribe risk)
+
+**Sales page / long-form:**
+- Direct response copywriter (offer structure, objection handling, urgency)
+- Skeptical buyer persona (proof gaps, trust issues, red flags)
+- Editor (flow, readability, conciseness)
+- SEO specialist (keyword coverage, search intent alignment)
+
+### Scoring Rubric
+
+| Score | Meaning |
+|-------|---------|
+| 9-10 | Publish-ready. No meaningful improvements. |
+| 7-8 | Strong. Minor tweaks only. |
+| 5-6 | Functional but has clear gaps. Needs another pass. |
+| 3-4 | Significant issues. Major revision needed. |
+| 1-2 | Fundamentally broken. Rethink approach. |
+
+### When to Use
+
+- **Always** for launch copy, pricing pages, and high-traffic landing pages
+- **Recommended** for email sequences, sales pages, and ad copy
+- **Optional** for blog posts, social content, and internal docs
+- **Skip** for quick updates, minor edits, and low-stakes content
+
+---
+
 ## Quick-Pass Editing Checks

 Use these for faster reviews when a full seven-sweep process isn't needed.
@@ -416,6 +467,15 @@ This iterative process ensures each edit doesn't create new problems while respe
 ## References

 - [Plain English Alternatives](references/plain-english-alternatives.md): Replace complex words with simpler alternatives
+- [Content Refresh](references/content-refresh.md): Full checklist, refresh vs. rewrite matrix, and cadence guide
+
+---
+
+## Content Refresh Editing
+
+Copy editing isn't just for new content. Existing pages decay over time — outdated stats, stale examples, and drifted brand voice. Use the content refresh framework when traffic is declining, data is stale, or the product has changed.
+
+**For the full refresh checklist, refresh vs. rewrite decision matrix, and cadence guide**: See [references/content-refresh.md](references/content-refresh.md)

 ---

@@ -425,15 +485,16 @@ This iterative process ensures each edit doesn't create new problems while respe
 2. What action should readers take?
 3. Are there specific concerns or known issues?
 4. What proof/evidence do you have available?
+5. Is this new copy or a refresh of existing content?

 ---

 ## Related Skills

 - **copywriting**: For writing new copy from scratch (use this skill to edit after your first draft is complete)
- **cro**: For broader page optimization beyond copy
+- **page-cro**: For broader page optimization beyond copy
 - **marketing-psychology**: For understanding why certain edits improve conversion
- **ab-testing**: For testing copy variations
+- **ab-test-setup**: For testing copy variations

 ---

@@ -444,4 +505,4 @@ This iterative process ensures each edit doesn't create new problems while respe
 | Writing new page copy from scratch | copywriting |
 | Reviewing and improving existing copy | copy-editing (this skill) |
 | Editing copy you just wrote | copy-editing (this skill) |
-| Structural or strategic page changes | cro |
+| Structural or strategic page changes | page-cro |
@@ -0,0 +1,38 @@
+# Content Refresh Editing
+
+Copy editing isn't just for new content. Existing pages and posts decay over time — outdated stats, stale examples, drifted brand voice, and missed SEO opportunities. A content refresh applies the same editing rigor to content that's already published.
+
+## When to Refresh
+
+- **Traffic declining** on a page that used to perform well
+- **Stats or data** are more than 12 months old
+- **Product has changed** — features, pricing, or positioning no longer match
+- **Competitors updated** their version of the same content
+- **AI search visibility** matters — outdated content gets cited less (see ai-seo skill)
+
+## Content Refresh Checklist
+
+1. **Freshness pass** — Update all dates, stats, and examples. Replace "in 2024" with current data. Remove references to deprecated features or tools.
+2. **Accuracy pass** — Verify all claims are still true. Check that linked resources still exist. Confirm pricing and feature descriptions match current state.
+3. **Voice pass** — Does the tone match your current brand voice? Older content often reflects an earlier stage of the company.
+4. **SEO pass** — Has search intent shifted for this topic? Are there new keywords or questions to address? Add "Last updated: [date]" prominently.
+5. **Proof pass** — Can you add newer testimonials, case studies, or data points that didn't exist when this was first published?
+6. **Structure pass** — Add comparison tables, FAQ sections, or other scannable formats that make the content easier to consume.
+
+## Refresh vs. Rewrite
+
+| Signal | Action |
+|--------|--------|
+| Core message still valid, details outdated | Refresh (update facts, stats, examples) |
+| Brand voice has evolved significantly | Refresh + voice rewrite |
+| Topic angle or audience has shifted | Full rewrite |
+| Page structure doesn't match current search intent | Full rewrite |
+| Just needs updated stats and links | Light refresh |
+
+## Refresh Cadence
+
+- **Pricing and product pages**: Every quarter, or when pricing/features change
+- **High-traffic blog posts**: Every 6 months
+- **Comparison and alternatives pages**: Every 3-6 months (competitors change fast)
+- **Evergreen guides**: Annually, unless traffic drops sooner
+- **Low-traffic pages**: Only when traffic data suggests an opportunity
@@ -1,6 +1,6 @@
 ---
 name: copywriting
-description: When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says "write copy for," "improve this copy," "rewrite this page," "marketing copy," "headline help," "CTA copy," "value proposition," "tagline," "subheadline," "hero section copy," "above the fold," "this copy is weak," "make this more compelling," or "help me describe my product." Use this whenever someone is working on website text that needs to persuade or convert. For email copy, see emails. For popup copy, see popups. For editing existing copy, see copy-editing.
+description: When the user wants to write, rewrite, or improve marketing copy for any page — including homepage, landing pages, pricing pages, feature pages, about pages, or product pages. Also use when the user says "write copy for," "improve this copy," "rewrite this page," "marketing copy," "headline help," "CTA copy," "value proposition," "tagline," "subheadline," "hero section copy," "above the fold," "this copy is weak," "make this more compelling," or "help me describe my product." Use this whenever someone is working on website text that needs to persuade or convert. For email copy, see email-sequence. For popup copy, see popup-cro. For editing existing copy, see copy-editing.
 metadata:
  version: 1.1.0
 ---
@@ -246,7 +246,7 @@ For headlines and CTAs, provide 2-3 options:
 ## Related Skills

 - **copy-editing**: For polishing existing copy (use after your draft)
- **cro**: If page structure/strategy needs work, not just copy
- **emails**: For email copywriting
- **popups**: For popup and modal copy
- **ab-testing**: To test copy variations
+- **page-cro**: If page structure/strategy needs work, not just copy
+- **email-sequence**: For email copywriting
+- **popup-cro**: For popup and modal copy
+- **ab-test-setup**: To test copy variations
@@ -1,68 +0,0 @@
-# Page CRO Reference
-
-Detailed page-level conversion optimization guidance. Use alongside the main CRO skill.
-
-## Page Type Audit Checklists
-
-### Homepage
-
- [ ] Hero clearly communicates what you do and for whom
- [ ] Primary CTA visible above the fold
- [ ] Social proof within first viewport
- [ ] Clear navigation to key pages (pricing, features, use cases)
- [ ] Both "ready to buy" and "still researching" paths available
- [ ] Mobile experience tested and optimized
-
-### Landing Page
-
- [ ] Message matches the traffic source (ad, email, social post)
- [ ] Single conversion goal — no competing CTAs
- [ ] Navigation removed or minimized
- [ ] Complete argument made on one page (no required clicks)
- [ ] Form or CTA repeated after key sections
- [ ] Page speed under 3 seconds
-
-### Pricing Page
-
- [ ] Plans are easy to compare at a glance
- [ ] Recommended plan is visually highlighted
- [ ] Feature comparison table included
- [ ] Annual vs monthly toggle with savings shown
- [ ] FAQ addresses common pricing objections
- [ ] Free trial or money-back guarantee prominent
- [ ] Enterprise/contact option for larger buyers
-
-### Feature Page
-
- [ ] Feature connected to a clear business benefit
- [ ] Real use cases or examples shown
- [ ] Screenshot or demo of the feature in action
- [ ] CTA to try the feature (not just "learn more")
- [ ] Related features cross-linked
-
-### Blog Post
-
- [ ] Contextual CTA matching the content topic
- [ ] Inline CTA at a natural stopping point (not just end)
- [ ] Content upgrade or lead magnet related to the topic
- [ ] Author bio with credibility signals
- [ ] Related posts suggested
-
-## Above-the-Fold Priorities
-
-The first viewport should answer three questions:
-
-1. **What is this?** — Clear headline with the core value proposition
-2. **Why should I care?** — Subheadline connecting to the visitor's problem or desire
-3. **What do I do next?** — Visible primary CTA
-
-If a visitor can't answer all three within 5 seconds, the above-the-fold content needs work.
-
-## Mobile CRO Considerations
-
- Thumb-friendly CTA buttons (min 44x44px)
- Sticky CTA bar for long pages
- Simplified forms (consider progressive disclosure)
- Test with real devices, not just browser resize
- Prioritize speed — mobile users are less patient
- Consider mobile-specific CTAs (click-to-call, app deep links)
@@ -1,6 +1,6 @@
 ---
 name: customer-research
-description: When the user wants to conduct, analyze, or synthesize customer research. Use when the user mentions "customer research," "ICP research," "talk to customers," "analyze transcripts," "customer interviews," "survey analysis," "support ticket analysis," "voice of customer," "VOC," "build personas," "customer personas," "jobs to be done," "JTBD," "what do customers say," "what are customers struggling with," "Reddit mining," "G2 reviews," "review mining," "digital watering holes," "community research," "forum research," "competitor reviews," "customer sentiment," or "find out why customers churn/convert/buy." Use for both analyzing existing research assets AND gathering new research from online sources. For writing copy informed by research, see copywriting. For acting on research to improve pages, see cro.
+description: When the user wants to conduct, analyze, or synthesize customer research. Use when the user mentions "customer research," "ICP research," "talk to customers," "analyze transcripts," "customer interviews," "survey analysis," "support ticket analysis," "voice of customer," "VOC," "build personas," "customer personas," "jobs to be done," "JTBD," "what do customers say," "what are customers struggling with," "Reddit mining," "G2 reviews," "review mining," "digital watering holes," "community research," "forum research," "competitor reviews," "customer sentiment," or "find out why customers churn/convert/buy." Use for both analyzing existing research assets AND gathering new research from online sources. For writing copy informed by research, see copywriting. For acting on research to improve pages, see page-cro.
 metadata:
  version: 1.0.0
 ---
@@ -121,17 +121,18 @@ Choose sources based on your ICP type — then read `references/source-guides.md

 | ICP Type | Primary Sources |
 |----------|----------------|
-| B2B SaaS / technical buyers | Reddit (role-specific subs), G2/Capterra, Hacker News, LinkedIn, Indie Hackers |
-| SMB / founders | Reddit (r/entrepreneur, r/smallbusiness), Indie Hackers, Product Hunt, Facebook Groups |
+| B2B SaaS / technical buyers | Reddit (role-specific subs), G2/Capterra, Hacker News, LinkedIn, Indie Hackers, SparkToro |
+| SMB / founders | Reddit (r/entrepreneur, r/smallbusiness), Indie Hackers, Product Hunt, Facebook Groups, SparkToro |
 | Developer / DevOps | r/devops, r/programming, Hacker News, Stack Overflow, Discord servers |
 | B2C / consumer | App store reviews (1-3 star), Reddit hobby/lifestyle subs, YouTube comments, TikTok/Instagram comments |
-| Enterprise | LinkedIn, industry analyst reports, G2 Enterprise filter, job postings |
+| Enterprise | LinkedIn, industry analyst reports, G2 Enterprise filter, job postings, SparkToro |

 **Quick decision guide:**
 - Have a product category? → Start with G2/Capterra reviews (yours + competitors)
+- Need to know where your audience spends time? → SparkToro (reveals podcasts, YouTube, subreddits, websites, social accounts)
 - Need raw language? → Reddit and YouTube comments
 - Need trigger events? → LinkedIn posts, job postings, Hacker News "Ask HN" threads
- Need competitive intel? → Competitor 4-star reviews on G2; Product Hunt discussions
+- Need competitive intel? → Competitor 4-star reviews on G2; Product Hunt discussions; SparkToro competitor audience analysis

 ### What to Extract from Each Source

@@ -261,8 +262,8 @@ Don't ask all five at once — lead with #1 and #2, then follow up as needed.
 | When to hand off | Skill |
 |-----------------|-------|
 | Writing copy informed by the research | `copywriting` |
-| Optimizing a page using VOC insights | `cro` |
-| Building a competitor comparison page | `competitors` |
+| Optimizing a page using VOC insights | `page-cro` |
+| Building a competitor comparison page | `competitor-alternatives` |
 | Creating a churn prevention strategy from churn research | `churn-prevention` |
 | Planning paid ads informed by research | `paid-ads` |
 | Writing cold email using research on pain/trigger | `cold-email` |
@@ -282,6 +282,61 @@ Comments on review videos are especially valuable — these are people actively

 ---

+## SparkToro (Audience Intelligence)
+
+SparkToro is a behavioral audience research tool. Instead of mining individual posts and comments, it aggregates clickstream, search, and social data to show what your audience does at scale — what they read, watch, listen to, follow, and search for.
+
+### When to Use SparkToro vs. Manual Research
+
+- **SparkToro first** when you need to understand where your ICP spends time, what content they consume, and which influencers they follow — it answers these questions in seconds with aggregated data
+- **Manual research first** (Reddit, G2, communities) when you need raw language, exact quotes, emotional context, and the "why" behind behavior
+- **Best together**: Use SparkToro to identify which podcasts, subreddits, and websites matter, then go mine those sources manually for voice-of-customer language
+
+### Key Queries to Run
+
+**By competitor:**
+- "People who follow @competitor" — reveals shared audience affinities
+- "People who visit competitor.com" — shows what else they consume
+
+**By audience description:**
+- "People who frequently talk about [topic]" — finds audience behaviors
+- "People whose bio contains [job title]" — profiles a role-based segment
+
+**By your own audience:**
+- "People who visit yourdomain.com" — understand your actual audience
+- Compare against competitor audience profiles to find gaps
+
+### What to Extract
+
+| Data Type | What It Tells You | Use It For |
+|-----------|------------------|------------|
+| Top websites visited | Where your audience reads | Content partnerships, guest posting targets |
+| Top podcasts | What they listen to | Podcast guesting, sponsorship decisions |
+| Top YouTube channels | What they watch | Video content strategy, ad placements |
+| Top subreddits | Where they discuss | Community participation, Reddit ad targeting |
+| Search keywords | What they Google | SEO and content topic planning |
+| AI prompt topics | What they ask AI tools | Emerging content opportunities |
+| Social accounts followed | Who influences them | Influencer partnerships, co-marketing |
+| Demographics | Who they are | Persona building, ad targeting |
+
+### Source Weighting
+
+SparkToro data is aggregated and anonymized — it shows patterns, not individual opinions. Treat it as:
+- **High confidence** for behavioral data (what they visit, follow, search for)
+- **Medium confidence** for demographic data (self-reported, may be incomplete)
+- **Not a substitute** for qualitative research (doesn't capture language, emotions, or the "why")
+
+### Limitations
+
+- Free tier: 5 reports/month, shallow results (top 5–10)
+- No public API — all research done through web interface
+- Skews English-language, US-centric
+- Shows what audiences do, not why — pair with qualitative sources
+
+See [tools/integrations/sparktoro.md](../../../tools/integrations/sparktoro.md) for full tool details and pricing.
+
+---
+
 ## Organizing Your Research

 Use a simple tagging system across all sources:
@@ -319,6 +374,7 @@ Not all sources carry equal weight. Use this guide when assigning confidence lab
 | Survey (multiple choice) | Low-medium | Artifacts of the options you provided |
 | NPS verbatims | Medium | Correlates with score; prompted by the survey moment |
 | YouTube/TikTok comments | Medium | Skews toward engaged viewers; social performance |
+| SparkToro audience data | Medium-high | Aggregated behavioral data; strong for "what" but not "why" |
 | Job postings | Low-medium | Aspirational, not necessarily reflective of current pain |

 ### Confidence Labels in Practice
@@ -0,0 +1,375 @@
+---
+name: directory-submissions
+description: When the user wants to submit their product to startup, SaaS, AI, agent, MCP, no-code, or review directories for backlinks, domain rating, and discovery. Also use when the user mentions "directory submissions," "submit to directories," "backlinks from directories," "list my product," "submit to Product Hunt," "BetaList," "TAAFT," "Futurepedia," "G2 listing," "Capterra listing," "AlternativeTo," "SaaSHub," "AI directories," "MCP registry," "agent directory," "dofollow backlinks," "launch directories," or "directory tracker." Use this whenever someone is planning the directory layer of a product launch or an ongoing backlink campaign. For the broader launch moment, see launch-strategy. For programmatic SEO pages that should live behind these backlinks, see programmatic-seo. For AI citation optimization, see ai-seo.
+metadata:
+  version: 1.0.0
+---
+
+# Directory Submissions
+
+You are an expert in directory-driven distribution for software products. Your goal is to help the user build a compounding backlink + discovery foundation by submitting to the right directories, in the right order, with the right positioning — and to make sure that foundation actually produces leads instead of vanity backlinks.
+
+## Before Starting
+
+**Check for product marketing context first:**
+If `.agents/product-marketing-context.md` exists (or `.claude/product-marketing-context.md` in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task.
+
+---
+
+## Core Philosophy
+
+Directory submissions are the **foundation layer** of distribution — never the whole strategy. They do three things well:
+
+1. **Pass dofollow backlinks** from high domain-rating sites into your marketing pages. This raises your DR, which makes your entire site easier to rank for competitive keywords.
+2. **Create discovery surface area** — people browsing AI/SaaS directories are in-market buyers, not random traffic.
+3. **Get cited by AI engines** — ChatGPT, Claude, Perplexity, and Google AI Overviews all pull heavily from high-DR directories when answering "what's the best [category]?" queries. AI-referred traffic converts **6–27× higher** than traditional search traffic.
+
+But directories alone will not generate meaningful leads. They exist to pass link equity into the pages that DO generate leads — template galleries, comparison pages, alternative pages, blog posts. **Build the destination pages first, then submit to directories so the link equity has somewhere useful to land.**
+
+The full directory catalog lives in `references/directory-list.md`. The positioning variant library lives in `references/positioning-variations.md`. The submission tracker template lives in `references/submission-tracker-template.csv`.
+
+---
+
+## The Three Hard Rules
+
+### Rule 1: Foundation before submission
+Never submit to a directory until the landing page it will link to is live, indexed, and has:
+- A single `<h1>` and sequential heading hierarchy — pages with clean hierarchy have **2.8× higher AI citation rates**, and 87% of ChatGPT-cited pages use a single H1.
+- A real pricing page (even "free while in beta" counts — most Tier 1 directories require one).
+- Privacy policy + terms.
+- Logo assets in PNG + SVG + square 1024×1024 + favicon.
+- 5–8 real product screenshots at 1920×1080 (not marketing mockups).
+- A 60–90 second demo video — products with video on Product Hunt get **2.7× more upvotes**.
+- FAQ schema markup (AI engines heavily weight `FAQPage` JSON-LD for answer extraction).
+- Structured data: `Organization`, `Product`, `SoftwareApplication`.
+
+### Rule 2: Destination pages before directories
+Directories are the *source* of link equity. You need *destinations* that can convert the resulting traffic. Minimum destinations before submitting to anything:
+- 3–5 competitor alternative pages (`/alternatives/[competitor]`) targeting "[competitor] alternative" keywords. Comparison/alternative pages convert at **5–15%** vs 0.5–2% for generic content.
+- 3–5 use-case pages (`/for/[audience]` or `/use-cases/[use-case]`).
+- Template gallery with 20+ entries (if applicable — this was Typeform's largest SEO growth driver, generating 30K non-branded signups and $3M/year LTV).
+- 1 "best of" blog post you wrote yourself about your own category, including honest coverage of competitors.
+
+### Rule 3: Positioning varies by directory type
+Never copy-paste the same description everywhere. AI engines penalize duplicate content, and each directory audience responds to different framing. See `references/positioning-variations.md` for the full variant library. Short version:
+
+| Surface | Lead with | Why |
+|---|---|---|
+| Startup directories | **Outcome** | Audience is other founders. They care what it does. |
+| SaaS directories | **Alternative framing** | People search "[competitor] alternative" — meet them there. |
+| AI directories | **AI-first architecture** | TAAFT/Futurepedia audiences explicitly want AI tools. |
+| Agent/MCP directories | **Agent/MCP angle** | Niche but high-intent. A real moat. |
+| No-code directories | **Ease + power** | Audience values speed-to-build over depth. |
+| Dev directories | **Technical depth** | Dev audiences reward technical substance. |
+| B2B review sites | **ROI + use case** | Buyers want outcomes and case studies. |
+
+---
+
+## Workflow
+
+### Step 1: Readiness assessment (Phase 0)
+
+Ask the user these 9 questions. If any are "no", they're not ready — help them build the missing piece first.
+
+1. Is the product publicly accessible (no password wall)?
+2. Is there a pricing page (even "free while in beta")?
+3. Are privacy policy + terms live?
+4. Logo assets in PNG + SVG + square + favicon?
+5. 5–8 real screenshots + 60–90s demo video?
+6. Landing pages GEO-ready (single H1, sequential hierarchy, FAQ schema, structured data)?
+7. At least 3 alternative pages and 3 use-case pages live and indexed?
+8. Template gallery or lead magnet asset (if applicable to category)?
+9. At least 20 beta/early users who could leave a review on G2?
+
+A "no" on any of 1–7 is a hard block. A "no" on 8–9 is a soft block: you can launch but will lose Tier 2 review value and Typeform-style compounding.
+
+### Step 2: Choose the tiers
+
+Full catalog in `references/directory-list.md`. Summary:
+
+| Tier | When | Examples | Typical count |
+|---|---|---|---|
+| **Tier 1 — Flagship launch** | Launch week only | Product Hunt (anchor), BetaList, HN Show HN, Fazier, DevHunt | ~15 |
+| **Tier 2 — Startup/SaaS** | Week 1 + rolling | AlternativeTo, SaaSHub, G2, Capterra, F6S, SourceForge, Slashdot | ~15 |
+| **Tier 3 — AI directories** | Week 1–3 | TAAFT, Futurepedia, Toolify, Future Tools, aitools.inc, AIStage | ~25 |
+| **Tier 4 — Agent/MCP registries** | Week 1–3 (if MCP) | Glama, APITracker, LF MCP Registry, AI Agents List | ~10 |
+| **Tier 5 — No-code directories** | Week 1–3 (if no-code) | NoCodeFinder, No Code MBA, We Are No Code | ~6 |
+| **Tier 6 — "Best of" listicles** | Rolling outreach | Cold outreach to DR 40+ blog posts | ~10 inclusions |
+| **Tier 7 — Integration marketplaces** | When integrations ship | Zapier, HubSpot, Slack, Airtable, Notion | ~5 |
+
+**Triage rule:** Only submit where the product is a genuine fit. Forcing a listing into the wrong category burns the first-submission advantage and gets rejected by moderators.
+
+### Step 3: Prepare asset variations
+
+For each tier, prep a distinct description variant (pulled from `references/positioning-variations.md`):
+- **Tagline** under 10 words
+- **Short description** at 60 chars
+- **Long description** at 150 words
+- **5–8 category tags**
+- **Logo** assets
+- **Screenshots** + demo video URL
+- **Founder story** (2–3 sentences)
+
+**Critical:** Don't copy-paste the same long description into every directory. Vary the opening sentence, the feature emphasis, and the audience framing per tier. AI engines cross-reference and down-weight duplicate content.
+
+### Step 4: Batch submit
+
+Set up the tracker spreadsheet (`references/submission-tracker-template.csv`). Work left-to-right through it. 2–3 hours per batch is realistic.
+
+Per submission:
+1. Copy the tier-appropriate positioning variant.
+2. Fill in the form.
+3. Upload assets.
+4. Submit.
+5. Log: date, URL, status, moderator notes.
+6. Once live, verify the backlink exists and is dofollow: `curl -sIL https://directory.com/your-listing | grep -i rel=`. If absent, the link is dofollow.
+
+---
+
+## Product Hunt Deep Dive (The Anchor Event)
+
+Product Hunt is the single highest-leverage submission but also the most easily wasted. The 2026 PH algorithm weights **comment quality** more than upvote count — a post with 50 upvotes + 30 genuine comments ranks above one with 200 upvotes + 5 comments. **80% of failed launches** fail because they launched without a warm audience OR asked for upvotes instead of feedback.
+
+### 3-week prep timeline
+
+- **Day -21 to -14:** Warm up hunter account. Upvote + thoughtfully comment on 3 launches/day. Follow 100+ active makers. Build history so your account looks real to the algorithm.
+- **Day -14:** Create "Upcoming" page on PH. Drive traffic to it to collect "notify on launch" subscribers.
+- **Day -10:** (Optional) book a hunter. Don't pay cash — trade a feature, shoutout, or intro. A known hunter adds ~15% to day-one momentum but isn't required.
+- **Day -7:** Draft launch-day assets: gallery images (1270×760), tagline, 260-char description, first comment from you, first comment from a customer.
+- **Day -3:** Email list warm-up. "We're launching Tuesday. Here's what to expect. Reply if you want a heads up."
+- **Day -1:** Final check — product works in incognito, video autoplays, CTA goes to signup, PH listing preview looks right.
+
+### Launch day execution
+
+- **Launch at 12:01 AM Pacific Time.** Tuesday, Wednesday, or Thursday only — weekend launches get 60–70% less traffic. The 12:01 AM PT start maximizes your 24-hour window.
+- **First 2 hours are everything.** Need 50+ supporters in the first 2 hours to trigger algorithmic distribution.
+- **Post the first comment yourself** with the story: why you built it, what's different, what to try first.
+- **Reply to every comment** in under 30 minutes. PH measures maker responsiveness.
+- **Share the link to:** Twitter/X thread, LinkedIn long-form post, personal Slack/Discord communities, your email list, Indie Hackers, every power user via DM.
+- **Never ask for upvotes.** Ask for **feedback**. "Would love your honest take on the positioning" converts 3× better than "support us!" and doesn't trigger the algorithm's anti-manipulation filters.
+- **Don't message strangers.** The community flags this and moderators will hide your post.
+
+### Post-launch
+
+- Write a launch recap blog post with numbers + lessons. Honest, not bragging. Publish on day 2.
+- Cross-post the recap to Indie Hackers and r/SaaS (where promotion is allowed).
+- Only submit to Show HN if you have a *technical* angle to share (architecture, DSL, novel approach). A generic "we launched a SaaS" post will get flagged to death.
+
+---
+
+## Reviews Playbook (G2 / Capterra / TrustRadius)
+
+G2 and Capterra (now owned by G2 as of Feb 2026) listings are **worthless without reviews**. 10 reviews is the magic threshold for Grid appearance. Run the 10-in-30 protocol during launch month.
+
+### The 10-in-30 protocol
+
+1. **Day 1 post-launch:** Identify 20 users who have completed a meaningful action with the product.
+2. **Send each a personal email** with a direct review URL (reduces friction by ~70%). No forms, no landing pages — direct link.
+3. **Offer a modest thank-you.** G2 and TrustRadius explicitly allow small incentives like a $25 Amazon gift card.
+4. **Follow up once** after 5 days. Don't follow up twice — it becomes annoying and damages the relationship.
+5. **Target:** 50% conversion → 10 reviews from 20 asks.
+
+### Critical deadlines
+
+- **G2 Summer reports:** cut off ~April 28. Plan review drives to land before this.
+- **G2 Fall reports:** cut off ~July 28.
+- Missing a cutoff means waiting 3 months for the next grid update.
+
+### Badges and paid plans
+
+- **"Users Love Us" badge** is still free: requires 20 reviews at 4.0+ average.
+- **Grid, Momentum, Index, and Award badges** require a paid G2 plan ($2,999+/year starting Summer 2025).
+- **Do not spend on paid G2 in year one.** The free listing + Users Love Us badge is sufficient.
+
+### Cross-platform
+
+- TrustRadius follows similar mechanics but smaller volume.
+- Capterra auto-syncs from Gartner Digital Markets in some categories — may populate without direct action.
+
+---
+
+## Destination Pages Strategy (What the Backlinks Point At)
+
+Directories are useless if the backlinks land on a generic homepage. Build these destination pages *before* submitting:
+
+### 1. Alternative pages (highest ROI)
+
+Competitor alternative pages convert at **5–15%**, often hitting 15–30% for bottom-of-funnel queries. One page per top competitor:
+
+- `/alternatives/[competitor-1]`
+- `/alternatives/[competitor-2]`
+- `/alternatives/[competitor-3]`
+- `/alternatives/[competitor-4]`
+
+Each page needs: honest feature comparison table, "when to choose X over us," "when to choose us over X," pricing comparison, 3–5 use-case examples, strong FAQ with schema.
+
+**Critical:** Be honest. AI engines cross-reference competitor feature claims and de-rank pages that lie.
+
+### 2. Use-case / ICP pages
+
+Every ICP gets a dedicated landing page:
+- `/for/[audience]` — coaches, agencies, ecommerce, SaaS, consultants, etc.
+- `/use-cases/[use-case]` — lead qualification, onboarding, product recommendations, etc.
+
+### 3. Template / asset gallery (if applicable)
+
+Typeform's template library generated **30,000 non-branded organic signups and $3M/year LTV**. The pattern:
+- One indexable page per template at `/templates/[slug]`.
+- H1 with the keyword, 150+ word description, screenshot, "when to use this," "use this template" CTA.
+- Related templates at the bottom of each page (internal linking = SEO compounding).
+- 100 templates by day 30, 300 by day 90 is the realistic target.
+
+### 4. "Best of" listicles you wrote yourself
+
+Write honest roundups of your own category: `/blog/best-[category]-tools-2026`. Include yourself + 10 competitors with real reviews. These rank for category queries AND serve as canonical references AI engines cite.
+
+### 5. Integration pages (when integrations ship)
+
+Every integration = one landing page at `/integrations/[partner]`. Follows the Zapier playbook: Zapier gets **~2.6M monthly organic visits** from programmatic integration pages (~15% of their total organic traffic).
+
+---
+
+## GEO (Generative Engine Optimization)
+
+In 2026, 30–50% of "research a tool" queries happen inside ChatGPT, Claude, Perplexity, or Google AI Overviews without ever touching a traditional search page. Directories matter here too — AI engines pull heavily from high-DR directories when generating answers. But the *destination pages* also need to be GEO-optimized.
+
+### Tactics that get pages cited
+
+1. **One H1 per page, sequential heading hierarchy.** 2.8× higher citation rate. 87% of cited pages use a single H1.
+2. **Dense, factual content with citable stats.** AI engines prefer specific numbers ("3× faster than X") over vague claims.
+3. **FAQ schema on every landing page.** AI engines heavily weight `FAQPage` JSON-LD for answer extraction.
+4. **Comparison tables.** Extractable, structured — exactly what an AI answer needs.
+5. **Explicit "what it is" paragraph in the first 100 words.**
+6. **Get cited on Reddit and Hacker News.** Claude and Perplexity index these heavily. Genuine mentions on r/SaaS and HN count as training fuel.
+7. **Publish original research.** "We analyzed 10,000 [things] and found X" becomes the primary citation for anyone writing about that topic.
+8. **Claim Crunchbase, LinkedIn company page, and Wikidata entries.** All three feed AI training corpora.
+9. **If applicable, list on MCP registries with A/B grades** (Glama in particular). LLMs pull from these when answering MCP questions.
+
+### Measurement
+
+Manually check monthly: ask ChatGPT, Claude, and Perplexity "what are the best [category] tools?" and log where the product appears. Free GEO tracking tools (GeoTracker, llmrefs) automate this.
+
+---
+
+## Community & Ongoing Distribution
+
+Directories are one-shot. Community is ongoing. Both feed the same funnel.
+
+### Reddit (90/10 rule)
+
+90% of activity must be genuinely helpful; only 10% promotional. Violating this gets shadowbanned.
+
+**High-value subs (ranked):**
+- **r/SideProject** (200K+) — friendly to promo, launch announcements welcome.
+- **r/SaaS** (300K+) — "Share Your SaaS" threads are explicit promo windows.
+- **r/startups** (1.7M) — Feedback Friday thread.
+- **r/Entrepreneur** (3.5M) — weekly promo thread.
+- **r/nocode**, **r/IndieHackers**, **r/alphaandbetausers** — friendly.
+- **r/webdev**, **r/artificial**, **r/LocalLLaMA** — strict, technical only.
+
+**What wins:** real numbers (MRR, signups, churn), screenshots, "what I tried / what happened / what I'd do differently" structure, mini case studies with a clear lesson. **What fails:** hype, vague claims, "check out my new tool" posts, asking for upvotes.
+
+### LinkedIn (B2B primary channel)
+
+80% of B2B social leads come from LinkedIn. Cadence: **3–5 posts/week** — fewer loses momentum, more causes fatigue.
+
+Content types ranked by 2026 engagement:
+1. Personal stories with business lessons (1.5–2× avg engagement)
+2. Original data / research (1.3–1.5×)
+3. Contrarian industry takes (1.2–1.5×)
+4. Document carousels with 8–12 slides (1.3–1.8×)
+
+### Twitter/X (indie hacker + dev channel)
+
+Build-in-public threads on architecture, revenue, decisions. Technical deep-dives get indexed by Google + Claude + Perplexity → indirect GEO.
+
+### Indie Hackers
+
+- Launch a build-in-public thread on PH launch day.
+- Post weekly updates: revenue, ships, lessons. Zero-revenue posts work if the lesson is honest.
+- Comment 10× more than you post to build karma before your own links.
+
+### Dev.to + Hashnode
+
+Every substantial technical post = dofollow backlink + dev audience reach. Cross-post with canonical URL back to main blog.
+
+---
+
+## KPIs & Tracking
+
+Track weekly. If a number isn't moving, investigate — don't just submit more directories.
+
+| Metric | Day 0 | Day 30 target | Day 90 target |
+|---|---|---|---|
+| Domain Rating (DR) | 0 | 20 | 30+ |
+| Referring domains | 0 | 30 | 80+ |
+| Indexed pages | — | 50 | 200+ |
+| Organic clicks/day | 0 | 30 | 200+ |
+| Directory listings live | 0 | 50 | 70+ |
+| G2 reviews | 0 | 10 | 25 |
+| Capterra reviews | 0 | 5 | 15 |
+| AI citations (manual check) | 0 | 3 | 15+ |
+| Signups from directory referrals | 0 | 50 | 300 |
+| Signups from alt/use-case pages | 0 | 20 | 300 |
+
+---
+
+## What NOT to Do
+
+1. **Don't pay for directory submission services** ($60–$200 packages). The whole point is these are free. It's an afternoon of copy-paste.
+2. **Don't submit to spam directories** (DR under 10, no traffic, no editorial quality). They dilute your backlink profile and Google's spam detection can penalize you.
+3. **Don't submit with the wrong positioning.** Re-read the positioning table per tier. Generic descriptions waste the listing.
+4. **Don't treat directories as your entire GTM.** They're the foundation. Content + community + reviews are what actually convert.
+5. **Don't skip reviews on G2/Capterra.** Zero-review listings are dead. Run the 10-in-30 protocol or don't submit.
+6. **Don't ask for upvotes on Product Hunt.** The 2026 algorithm penalizes it. Ask for **feedback**.
+7. **Don't amend old directory listings every week.** Submit once, check quarterly.
+8. **Don't submit before the destination page exists.** Link equity needs a destination.
+9. **Don't duplicate descriptions across directories.** AI engines penalize duplicate content.
+10. **Don't lie on comparison pages.** AI engines cross-reference and de-rank lies.
+11. **Don't over-index on launch-day spike.** The flywheel is templates + alternatives + reviews + ongoing content — not one day of PH.
+12. **Don't forget Crunchbase, LinkedIn company page, and Wikidata.** These feed AI training corpora and matter for GEO.
+
+---
+
+## Task-Specific Questions
+
+1. **What are you launching?** (Category changes tier mix — AI vs traditional SaaS vs no-code vs dev tool.)
+2. **When is launch day?** (Phase 0 assets need 7 days of prep.)
+3. **Do you have destination pages built?** (Alternatives, use cases, templates — if not, build first.)
+4. **Product Hunt hunter lined up?** (Optional but adds ~15% day-one lift. 3-week warm-up required regardless.)
+5. **How many beta users can you ask for reviews?** (Need 20 to hit 10.)
+6. **Do you have an MCP or agent angle?** (If yes, Tier 4 registries are a real moat.)
+7. **Existing integrations?** (If yes, Tier 7 marketplaces are the highest-DR backlinks available.)
+8. **Email list size?** (Needed for PH launch day warm traffic — 100+ is the minimum.)
+9. **Current DR and referring domain count?** (Baseline for measuring the compounding effect.)
+
+---
+
+## Output Format
+
+When the user asks for a directory plan, return:
+
+1. **Readiness assessment** — which Phase 0 items are missing, which block submission
+2. **Tier selection** — which tiers apply, which to skip, why
+3. **Submission order** — week 1 / week 2 / week 3 batches
+4. **Destination page list** — what to build first if missing
+5. **Positioning variants** — the actual copy per tier (from `references/positioning-variations.md`)
+6. **PH 3-week prep timeline** — mapped to calendar dates if launch day known
+7. **Reviews 10-in-30 plan** — who to ask, when, how
+8. **Weekly targets** — directories submitted, reviews, DR movement
+9. **Tracker** — link to or include the CSV from `references/submission-tracker-template.csv`
+
+Keep the plan actionable. Every item should be something the user can do today.
+
+---
+
+## Related Skills
+
+- **launch-strategy** — broader launch moment, ORB framework, five-phase approach
+- **programmatic-seo** — destination pages (alternatives, integrations, templates) that backlinks should flow into
+- **competitor-alternatives** — `/alternatives/[tool]` page pattern
+- **ai-seo** — GEO optimization for AI citation
+- **content-strategy** — editorial content that attracts "best of" listicle inclusions
+- **free-tool-strategy** — lead magnets for destination pages
+- **community-marketing** — Reddit, Indie Hackers, Slack community mechanics
+- **schema-markup** — FAQ + Product + Organization JSON-LD for GEO
@@ -0,0 +1,181 @@
+# Directory List — Full Reference
+
+Canonical list of directories organized by tier. DR values are approximate and drift over time — verify via Ahrefs or Moz before building a plan around them.
+
+**Column legend:**
+- **DR** — Domain Rating (Ahrefs). Higher = more link equity passed.
+- **Dofollow** — Whether the backlink passes SEO value. Nofollow listings still matter for referral traffic and brand signals.
+- **Cost** — Free unless noted.
+
+---
+
+## Tier 1 — Flagship Launch Platforms
+
+Submit only during launch week. These are time-sensitive with limited re-submission windows.
+
+| Directory | DR | Dofollow | Cost | Notes |
+|---|---|---|---|---|
+| **Product Hunt** | 91 | Yes | Free | The anchor event. Requires 3-week warm-up. 2026 algorithm weights comment quality over upvotes. Launch Tue/Wed/Thu at 12:01 AM PT. |
+| **Hacker News (Show HN)** | 91 | Nofollow | Free | Only if you have a genuine technical angle. Post title format: "Show HN: [Product] — [hook]". Moderator death penalty for hype. |
+| **BetaList** | 64 | Yes | Free (paid expedite ~$99) | Best for pre-launch waitlist building. Submission → 2–4 week queue unless expedited. |
+| **Launching Next** | ~30 | Yes | Free | Editorial curation — needs a compelling story. |
+| **Fazier** | ~30 | Yes | Free | Daily ranking with much lower competition than PH. Achievable #1. |
+| **Uneed** | ~40 | Yes | Free | Curated, smaller audience, quality backlink. |
+| **Microlaunch** | ~30 | Yes | Free | Month-long visibility vs one-day spike. |
+| **OpenHunts** | ~25 | Yes | Free | Indie-maker friendly, reports 14%+ conversion rates. |
+| **DevHunt** | ~35 | Yes | Free | Dev-focused. Best fit for developer tools and technical products. |
+| **PeerPush** | ~25 | Yes | Free | Similar to Fazier. Low competition. |
+| **LaunchVault** | ~20 | Yes | Free | Anti-VC positioning. Good for bootstrapped narrative. |
+| **What Launched Today** | ~20 | Yes | Free | Guaranteed visibility on launch day regardless of votes. |
+| **Firsto** | ~25 | Yes | Free tier | Sustained discovery, not one-day spike. |
+| **GetByte** | ~20 | Yes | Free | Lightweight listing + promotional support. |
+| **Best of Web** | ~30 | Yes | Free | Easy fast submission, free dofollow. |
+| **Tiny Launch** | ~20 | Yes | Free | Lightweight, fast approval. |
+| **PitchWall** | ~25 | Yes | Free | Indie-hacker friendly. |
+
+---
+
+## Tier 2 — Startup / SaaS / Software Directories
+
+Submit during launch week and continue rolling submissions thereafter.
+
+| Directory | DR | Dofollow | Cost | Notes |
+|---|---|---|---|---|
+| **AlternativeTo** | 79 | Nofollow | Free | Massive SEO value despite nofollow. Submit as alternative to your top 4 competitors. |
+| **SaaSHub** | 77 | Yes | Free | Ranks well for "[tool] alternatives" queries. High intent. |
+| **G2** | 92 | Yes | Free listing | 10 reviews required for Grid appearance. Paid badges start at $2,999/yr. |
+| **Capterra** | 93 | Yes | Free listing | Owned by G2 (acquired Feb 2026). Reviews drive everything. |
+| **GetApp** | 78 | Yes | Free | Auto-syncs from Capterra in some cases. Owned by G2. |
+| **SourceForge** | 92 | Yes | Free | Legacy but still high DR. Trivial to list. |
+| **Slashdot** | ~88 | Yes | Free | Legacy but high DR. Company profile submission. |
+| **Startup Stash** | ~50 | Yes | Free | Curated, organized by startup need. |
+| **SideProjectors** | ~35 | Yes | Free | Discovery + marketplace. Community-driven. |
+| **F6S** | 65 | Yes | Free | Startup platform used by accelerators. |
+| **Stackshare** | ~60 | Yes | Free | Dev-centric. Show your tech stack. |
+| **Resource.fyi** | ~40 | Yes | Free | Curated for designers/devs/marketers. |
+| **Shipybara** | ~30 | Yes | Free | Shows which companies use your tool. |
+| **TrustRadius** | 72 | Yes | Free | Smaller but respected B2B review platform. |
+| **Crozdesk** | ~55 | Yes | Free | Feeds into Gartner ecosystem. |
+
+---
+
+## Tier 3 — AI Tool Directories
+
+Relevant only for AI-native products. Submit during weeks 1–3.
+
+### Tier 3A — Flagship AI directories
+
+| Directory | DR | Monthly Traffic | Notes |
+|---|---|---|---|
+| **There's An AI For That (TAAFT)** | 76 | 2M+ | Largest AI directory. Task-based search. Worth the effort to list well. |
+| **Futurepedia** | 70 | 1M+ | 5,000+ tools, 54 categories. Matt Wolfe YouTube (2M+ subs) drives traffic. |
+| **Toolify.ai** | 71 | 500K+ | 26K+ tools, 450+ categories. Tracks traffic trends. |
+| **Future Tools (futuretools.io)** | 69 | 400K+ | Curated by Matt Wolfe. Smaller but influential. |
+| **AI Tools Neilpatel** | 91 | n/a | Highest DR free AI directory. |
+| **Good AI Tools** | 66 | n/a | Curated, quality over quantity. |
+| **NewTools.site** | 51 | n/a | Dofollow backlink for every approved submission. |
+
+### Tier 3B — Mid-tier AI directories
+
+| Directory | Est. DR | Notes |
+|---|---|---|
+| **aitools.inc** | ~66 | "10x your output" positioning. |
+| **AIStage** | ~66 | Includes open source + news. |
+| **AItrendytools** | ~69 | Comprehensive listing. |
+| **Grabon AI Directory** | ~70 | High DR, broad audience. |
+| **TopAI.tools** | ~60 | Task-based search similar to TAAFT. |
+| **Supertools** | ~61 | Clean interface, good categorization. |
+| **AI Tools Directory** (aitoolsdirectory.com) | ~55 | Curated; featured placement available. |
+| **AI Tools Love** | ~25 | Comparison-focused. |
+| **AIChief** | ~35 | Business-focused. |
+| **LogicBalls** | ~40 | 3,500+ verified tools. |
+| **SaasAITools** | ~30 | SaaS + AI crossover. |
+| **PoweredByAI** | ~35 | Growing directory with newsletter reach. |
+| **TheAISurf** | ~30 | Newer, actively promoting submissions. |
+| **Aixyz** | ~30 | 1,500+ tools, smart filters. |
+| **AI Pedia Hub** | ~40 | "Largest directory, updated daily." |
+| **Dofollow.Tools** | ~30 | Explicitly free dofollow backlinks. |
+| **AIBacklinkList** | ~25 | Aggregated list of 2500+ AI backlink opportunities. |
+| **AI Scout** | ~25 | Emerging, less competition. |
+| **AiMatchPro** | ~20 | Use-case search. |
+
+---
+
+## Tier 4 — AI Agent & MCP Server Registries
+
+Relevant only if the product exposes agent capabilities or MCP servers. These are a real moat for AI-native tools — traditional SaaS products cannot list here.
+
+| Directory | Category | Notes |
+|---|---|---|
+| **AI Agents List (aiagentslist.com)** | Agents | Hosts the 593+ MCP server directory. |
+| **Glama.ai MCP servers** | MCP | 20K+ security-graded MCP servers. A/B/C/F grades matter — optimize for a good grade. |
+| **APITracker MCP directory** | MCP | 110+ servers, 90 official integrations. |
+| **Linux Foundation MCP Registry** | MCP | Canonical registry (PR-based submission, low volume but high signal). Anthropic donated MCP to LF in Dec 2025. |
+| **AI Agent Store** | Agents | Compare agents, platforms, frameworks. |
+| **AI Agents Base** | Agents | All-in-one directory. |
+| **AI Agents Directory** | Agents | Specialized, updated daily. |
+| **AI Agents Verse** | Agents | Curated directory. |
+| **AgentHunter** | Agents | "Discover the best AI agents." |
+| **Add AI Directory** | Agents | Catalogs agents + tools. |
+| **AI Agents Live** | Agents | Discovery + sharing. |
+| **AI Agents Marketplace** | Agents | Organized by 300+ human role equivalents. |
+
+---
+
+## Tier 5 — No-Code Directories
+
+Relevant for no-code platforms and builder tools.
+
+| Directory | Est. DR | Notes |
+|---|---|---|
+| **NoCodeFinder** | ~45 | Accepts submissions. |
+| **No Code MBA Tools Directory** | ~55 | Categorized by project type. |
+| **We Are No Code Tools Repository** | ~40 | Curated. |
+| **NoCodeList** | ~30 | — |
+| **NoCodeDevs** | ~25 | — |
+| **NoCode.Tech** | ~35 | — |
+
+---
+
+## Tier 6 — "Best of" Listicles (Editorial Outreach)
+
+Not directories per se — these are blog posts on high-DR domains that you get included in via cold outreach. Often more valuable than directories because they combine a dofollow backlink with editorial trust + in-market buyer traffic + AI citation weight.
+
+**Search patterns to find opportunities:**
+- `"best [category] tools" 2026`
+- `"best [competitor] alternative"`
+- `"top AI [category]"`
+- `"[category] tools review"`
+
+**Outreach template (short):**
+> Hey [name], saw your post on [best X tools]. We launched [product] recently — thought it might be worth a mention. Happy to give you a free account + credits for readers. Here's a 60s demo: [link]. No worries if not a fit.
+
+**Target:** 10 inclusions in 30 days. Each = dofollow backlink from DR 40–70 + referral traffic + AI citation fuel.
+
+---
+
+## Tier 7 — Integration Marketplaces
+
+Only relevant once the product has integrations. These are the highest-DR backlinks available — worth engineering effort just to land them.
+
+| Directory | DR | Notes |
+|---|---|---|
+| **Zapier App Directory** | 91 | Requires working Zapier integration. |
+| **HubSpot App Marketplace** | 93 | Requires HubSpot app. |
+| **Slack App Directory** | 89 | Requires Slack integration. |
+| **Airtable Marketplace** | 82 | Requires Airtable integration. |
+| **Notion Integrations Gallery** | 88 | Requires Notion integration. |
+| **Make (Integromat)** | ~70 | Requires Make module. |
+| **Pipedream** | ~70 | Requires Pipedream action. |
+
+---
+
+## Verification
+
+After any submission goes live, verify the backlink exists and is dofollow. You can:
+
+1. **Manual:** Open the listing, right-click your product link, "Inspect" → check for `rel="nofollow"` or `rel="ugc"`. If absent, the link is dofollow.
+2. **curl:** `curl -sIL https://directory.com/your-listing | grep -i link`
+3. **SEO tools:** Ahrefs Site Explorer → Backlinks → filter by this directory's domain.
+
+**Re-verify quarterly.** Directories sometimes change all outbound links to nofollow without warning — if DR stops moving, check whether your biggest inbound links have silently flipped.
@@ -0,0 +1,232 @@
+# Positioning Variations Library
+
+Directory audiences respond to different framings. Never copy-paste the same description everywhere — AI engines penalize duplicate content, and each directory type rewards a different opener.
+
+Use this library to generate per-tier variants. Swap `[product]`, `[category]`, `[competitors]`, `[use-case]`, and `[audience]` with the real values.
+
+---
+
+## Framework: Lead Sentence Varies by Tier
+
+| Tier | Lead sentence pattern | Why |
+|---|---|---|
+| Startup / launch | "[Product] is the easiest way to [outcome] for [audience]." | Founders scan for outcome clarity. |
+| SaaS directory | "[Product] is the [differentiator] alternative to [competitors]." | Catches "[competitor] alternative" search intent. |
+| AI directory | "[Product] uses [AI capability] to [outcome]." | TAAFT/Futurepedia audiences explicitly want AI. |
+| Agent / MCP | "[Product] is an MCP-native / agent-native [category]." | Niche but high-intent. Ruling-out competitors. |
+| No-code | "[Product] lets you build [output] without code." | Audience values speed, not technical depth. |
+| Dev tool | "[Product] is a [technical category] with [differentiator]." | Devs want substance upfront. |
+| B2B review | "[Product] helps [audience] [measurable business outcome]." | Reviewers want ROI language. |
+
+---
+
+## Template: Startup / Launch Directories
+
+**Target:** Product Hunt, BetaList, Fazier, Uneed, DevHunt, Microlaunch, OpenHunts, LaunchVault, Firsto, PitchWall
+
+**Tagline (under 10 words):**
+> The [differentiator] way to [outcome] for [audience].
+
+**Short description (60 chars):**
+> [Outcome-focused one-liner with product name]
+
+**Long description (150 words):**
+> [Product] is the easiest way to [outcome] for [audience]. Built for teams who [pain point], [product] removes [friction] by [how].
+>
+> Unlike [competitor category], [product] [key differentiator 1] and [key differentiator 2]. You can [action 1] in under [timeframe], [action 2] without [limitation], and [action 3] that would normally require [cost or technical skill].
+>
+> We built [product] because [founder origin story in one sentence]. It's now used by [audience examples] to [use case examples].
+>
+> Try it free at [url]. No credit card, no setup.
+
+**Tags:** [product category], [audience type], [use case 1], [use case 2], [differentiator], [tech]
+
+---
+
+## Template: SaaS / Software Directories
+
+**Target:** AlternativeTo, SaaSHub, G2, Capterra, GetApp, SourceForge, Slashdot, Startup Stash, F6S
+
+**Tagline:**
+> The [differentiator] alternative to [top competitors].
+
+**Long description:**
+> [Product] is a [differentiator] alternative to [competitor 1], [competitor 2], and [competitor 3] — built for [audience] who need [gap the competitors don't fill].
+>
+> Where [competitor 1] [limitation 1] and [competitor 2] [limitation 2], [product] [solves]. You get [feature 1], [feature 2], and [feature 3] in a single workspace, at [pricing relative to competitors].
+>
+> Key features:
+> • [Feature 1] — [benefit]
+> • [Feature 2] — [benefit]
+> • [Feature 3] — [benefit]
+> • [Feature 4] — [benefit]
+> • [Integration 1], [Integration 2], [Integration 3] integrations
+>
+> Trusted by [audience examples]. Start free at [url].
+
+**Tags:** [competitor] alternative, [category], [audience], [differentiator], [top 3 features]
+
+---
+
+## Template: AI Directories
+
+**Target:** TAAFT, Futurepedia, Toolify, Future Tools, aitools.inc, AIStage, LogicBalls, SaasAITools
+
+**Tagline:**
+> AI-powered [category] for [audience].
+
+**Long description:**
+> [Product] is an AI-powered [category] that [core AI capability]. It uses [specific models / techniques] to [outcome] — so [audience] can [job to be done] in a fraction of the time.
+>
+> What makes it AI-first:
+> • [AI feature 1] — [what it does] using [model/approach]
+> • [AI feature 2] — [what it does]
+> • [AI feature 3] — [what it does]
+> • [AI feature 4] — [what it does]
+>
+> [Product] is built on [tech stack] and supports [models/providers]. Use cases: [use case 1], [use case 2], [use case 3], [use case 4].
+>
+> Free tier available. No API keys required to start.
+
+**Tags:** AI [category], [AI capability 1], [AI capability 2], AI for [audience], [use case 1], [use case 2], [LLM provider], [differentiator]
+
+---
+
+## Template: Agent / MCP Registries
+
+**Target:** Glama, APITracker, Linux Foundation MCP Registry, AI Agents List, AI Agent Store, AgentHunter
+
+**Tagline:**
+> MCP-native [category] for AI agents.
+
+**Long description:**
+> [Product] is an MCP-native [category] that lets AI agents [capability]. It exposes [MCP server capabilities] via the Model Context Protocol, so agents in Claude, ChatGPT, Cursor, and any MCP-compatible client can [actions].
+>
+> MCP capabilities:
+> • [Tool 1] — [what the agent can do]
+> • [Tool 2] — [what the agent can do]
+> • [Tool 3] — [what the agent can do]
+> • [Resource 1] — [context surfaced]
+> • [Prompt 1] — [pre-built prompt]
+>
+> Authentication: [auth method]. Transports: stdio, HTTP, SSE. Security: [security posture].
+>
+> Installation: [one-line install command]. Docs: [docs URL].
+
+**Tags:** MCP, MCP server, AI agent, agent [category], Claude integration, Model Context Protocol, [domain], [auth type]
+
+---
+
+## Template: No-Code Directories
+
+**Target:** NoCodeFinder, No Code MBA Tools Directory, We Are No Code, NoCode.Tech
+
+**Tagline:**
+> Build [output] without code.
+
+**Long description:**
+> [Product] lets you build [output] without writing code. Drag, drop, or describe what you want and [product] handles the rest — [technical concept 1] and [technical concept 2] are automatic.
+>
+> What you can build:
+> • [Example project 1] — built in [timeframe]
+> • [Example project 2] — built in [timeframe]
+> • [Example project 3] — built in [timeframe]
+>
+> No-code friendly features:
+> • [Visual feature 1]
+> • [Visual feature 2]
+> • [AI-assisted feature]
+> • [Pre-built templates]
+>
+> Start free. No credit card. Templates included.
+
+**Tags:** no code, no-code [category], visual [tool], drag and drop, [output type], [audience type]
+
+---
+
+## Template: Dev / Technical Directories
+
+**Target:** DevHunt, Stackshare, GitHub, Dev.to, Hacker News Show HN
+
+**Tagline:**
+> [Technical category] with [technical differentiator].
+
+**Long description:**
+> [Product] is a [technical category] built on [tech stack]. It solves [technical problem] by [technical approach].
+>
+> Architecture:
+> • [Component 1] — [tech used]
+> • [Component 2] — [tech used]
+> • [Component 3] — [tech used]
+>
+> Why it's different: [technical insight or novel approach]. We chose [trade-off] because [reason].
+>
+> Open source: [yes/no/partial]. Self-hostable: [yes/no]. License: [license].
+>
+> API: [REST / GraphQL / MCP / gRPC]. SDKs: [languages]. Docs: [url].
+
+**Tags:** [language], [framework], [category], open source, API, [tech stack component], [architecture approach]
+
+---
+
+## Template: B2B Review Platforms
+
+**Target:** G2, Capterra, TrustRadius, GetApp, Gartner Digital Markets, Crozdesk
+
+**Tagline:**
+> [Business outcome] for [audience].
+
+**Long description:**
+> [Product] helps [audience] [achieve measurable business outcome]. Teams use it to [use case 1], [use case 2], and [use case 3] — reducing [metric] by [percentage] and increasing [metric] by [percentage].
+>
+> Key benefits:
+> • [Business benefit 1] with [how measured]
+> • [Business benefit 2] with [how measured]
+> • [Business benefit 3] with [how measured]
+>
+> Integrations: [enterprise integrations — HubSpot, Salesforce, Slack, etc.]
+>
+> Security: [SOC 2 / GDPR / compliance posture]. Support: [support tier]. Pricing: [pricing range].
+>
+> Trusted by [customer logos / company size]. Case studies at [url].
+
+**Tags:** [business use case], [vertical], [audience role], [compliance], enterprise [category], [integration 1]
+
+---
+
+## Category Tag Library
+
+Pull 5–8 tags per submission from the relevant sections. Never repeat the exact same tag set across two directories in the same tier.
+
+### Universal
+[category], [audience], [differentiator], [use case], AI, no-code, SaaS, [tech stack]
+
+### Industry
+B2B, B2C, DTC, ecommerce, fintech, edtech, healthtech, martech, devtools, productivity, creator tools, agency tools
+
+### Job-to-be-done
+lead generation, lead qualification, customer onboarding, product recommendation, sales enablement, marketing automation, survey, assessment, calculator, quiz, intake form
+
+### AI-specific
+AI agent, LLM, generative AI, conversational AI, RAG, MCP, agent framework, AI form, AI quiz, AI assistant, AI automation
+
+### Technical
+open source, self-hosted, API-first, webhook, Zapier, no-code, low-code, embeddable, white-label, multi-tenant, SSO, SAML
+
+---
+
+## Do / Don't Quick Reference
+
+**DO:**
+- Vary the opening sentence across tiers
+- Use real numbers and specific differentiators
+- Match tone to audience (technical for devs, business for G2, excited for PH)
+- Include a founder/origin angle in startup directories
+- Lead with the AI-first angle in AI directories
+
+**DON'T:**
+- Copy-paste the same 150-word description everywhere
+- Use vague claims ("blazing fast", "game-changing")
+- Mention every feature — pick 3–5 per tier and rotate them
+- Lie about competitor features (AI engines cross-reference and de-rank)
+- Skip the tag list — it's how moderators route you to the right category
@@ -0,0 +1,80 @@
+Directory,Tier,URL,Category,DR,Dofollow,Submission Date,Status,Live URL,Backlink Verified,Positioning Variant Used,Tags Used,Account Email,Notes
+Product Hunt,1,https://producthunt.com/posts/new,Launch,91,Yes,,Draft,,,Startup,,,
+Hacker News (Show HN),1,https://news.ycombinator.com/submit,Launch,91,No,,Draft,,,Dev,,,
+BetaList,1,https://betalist.com/submit,Launch,64,Yes,,Draft,,,Startup,,,
+Fazier,1,https://fazier.com/submit,Launch,30,Yes,,Draft,,,Startup,,,
+DevHunt,1,https://devhunt.org/submit,Launch,35,Yes,,Draft,,,Dev,,,
+Uneed,1,https://uneed.best/submit-a-tool,Launch,40,Yes,,Draft,,,Startup,,,
+Microlaunch,1,https://microlaunch.net/submit,Launch,30,Yes,,Draft,,,Startup,,,
+OpenHunts,1,https://openhunts.com/submit,Launch,25,Yes,,Draft,,,Startup,,,
+LaunchVault,1,https://launchvault.com/submit,Launch,20,Yes,,Draft,,,Startup,,,
+What Launched Today,1,https://whatlaunchedtoday.com,Launch,20,Yes,,Draft,,,Startup,,,
+Launching Next,1,https://launchingnext.com/submit,Launch,30,Yes,,Draft,,,Startup,,,
+PeerPush,1,https://peerpush.net/submit,Launch,25,Yes,,Draft,,,Startup,,,
+Firsto,1,https://firsto.co/submit,Launch,25,Yes,,Draft,,,Startup,,,
+GetByte,1,https://getbyte.co/submit,Launch,20,Yes,,Draft,,,Startup,,,
+Best of Web,1,https://bestofweb.io/submit,Launch,30,Yes,,Draft,,,Startup,,,
+Tiny Launch,1,https://tinylaunch.com/submit,Launch,20,Yes,,Draft,,,Startup,,,
+PitchWall,1,https://pitchwall.co/submit,Launch,25,Yes,,Draft,,,Startup,,,
+AlternativeTo,2,https://alternativeto.net/software/_/add/,SaaS,79,No,,Draft,,,SaaS,,,
+SaaSHub,2,https://saashub.com/submit,SaaS,77,Yes,,Draft,,,SaaS,,,
+G2,2,https://my.g2.com/sellers/welcome,SaaS,92,Yes,,Draft,,,B2B review,,,
+Capterra,2,https://www.capterra.com/vendors,SaaS,93,Yes,,Draft,,,B2B review,,,
+GetApp,2,https://www.getapp.com/vendors,SaaS,78,Yes,,Draft,,,B2B review,,,
+SourceForge,2,https://sourceforge.net/user/register,SaaS,92,Yes,,Draft,,,SaaS,,,
+Slashdot,2,https://slashdot.org/submission,SaaS,88,Yes,,Draft,,,SaaS,,,
+Startup Stash,2,https://startupstash.com/submit,SaaS,50,Yes,,Draft,,,Startup,,,
+SideProjectors,2,https://www.sideprojectors.com/project/new,SaaS,35,Yes,,Draft,,,Startup,,,
+F6S,2,https://www.f6s.com/company/create,SaaS,65,Yes,,Draft,,,Startup,,,
+Stackshare,2,https://stackshare.io/new-product,SaaS,60,Yes,,Draft,,,Dev,,,
+TrustRadius,2,https://www.trustradius.com/vendors,SaaS,72,Yes,,Draft,,,B2B review,,,
+Crozdesk,2,https://crozdesk.com/vendors,SaaS,55,Yes,,Draft,,,SaaS,,,
+There's An AI For That,3,https://theresanaiforthat.com/submit,AI,76,Yes,,Draft,,,AI,,,
+Futurepedia,3,https://www.futurepedia.io/submit-tool,AI,70,Yes,,Draft,,,AI,,,
+Toolify.ai,3,https://www.toolify.ai/submit,AI,71,Yes,,Draft,,,AI,,,
+Future Tools,3,https://www.futuretools.io/submit-a-tool,AI,69,Yes,,Draft,,,AI,,,
+AI Tools Neilpatel,3,https://neilpatel.com/ai-tools,AI,91,Yes,,Draft,,,AI,,,
+Good AI Tools,3,https://goodaitools.com/submit,AI,66,Yes,,Draft,,,AI,,,
+NewTools.site,3,https://newtools.site/submit,AI,51,Yes,,Draft,,,AI,,,
+aitools.inc,3,https://aitools.inc/submit,AI,66,Yes,,Draft,,,AI,,,
+AIStage,3,https://aistage.net/submit,AI,66,Yes,,Draft,,,AI,,,
+AItrendytools,3,https://www.aitrendytools.com/submit,AI,69,Yes,,Draft,,,AI,,,
+Grabon AI Directory,3,https://www.grabon.in/indulge/ai-tools/submit,AI,70,Yes,,Draft,,,AI,,,
+TopAI.tools,3,https://topai.tools/submit,AI,60,Yes,,Draft,,,AI,,,
+Supertools,3,https://supertools.therundown.ai/submit,AI,61,Yes,,Draft,,,AI,,,
+AI Tools Directory,3,https://aitoolsdirectory.com/submit,AI,55,Yes,,Draft,,,AI,,,
+LogicBalls,3,https://logicballs.com/submit,AI,40,Yes,,Draft,,,AI,,,
+SaasAITools,3,https://saasaitools.com/submit,AI,30,Yes,,Draft,,,AI,,,
+PoweredByAI,3,https://poweredbyai.app/submit,AI,35,Yes,,Draft,,,AI,,,
+TheAISurf,3,https://theaisurf.com/submit,AI,30,Yes,,Draft,,,AI,,,
+Aixyz,3,https://ai.xyz/submit,AI,30,Yes,,Draft,,,AI,,,
+AI Pedia Hub,3,https://aipediahub.com/submit,AI,40,Yes,,Draft,,,AI,,,
+Dofollow.Tools,3,https://dofollow.tools/submit,AI,30,Yes,,Draft,,,AI,,,
+AI Scout,3,https://aiscout.net/submit,AI,25,Yes,,Draft,,,AI,,,
+AiMatchPro,3,https://aimatchpro.ai/submit,AI,20,Yes,,Draft,,,AI,,,
+AIChief,3,https://aichief.com/submit,AI,35,Yes,,Draft,,,AI,,,
+AI Tools Love,3,https://aitools.love/submit,AI,25,Yes,,Draft,,,AI,,,
+AI Agents List,4,https://aiagentslist.com/submit,Agent,,Yes,,Draft,,,Agent,,,
+Glama.ai MCP,4,https://glama.ai/mcp/servers,MCP,,Yes,,Draft,,,MCP,,,
+APITracker MCP,4,https://apitracker.io/mcp-servers,MCP,,Yes,,Draft,,,MCP,,,
+Linux Foundation MCP Registry,4,https://github.com/modelcontextprotocol/registry,MCP,,Yes,,Draft,,,MCP,,,
+AI Agent Store,4,https://aiagentstore.ai/submit,Agent,,Yes,,Draft,,,Agent,,,
+AI Agents Base,4,https://aiagentsbase.com/submit,Agent,,Yes,,Draft,,,Agent,,,
+AI Agents Directory,4,https://aiagentsdirectory.com/submit,Agent,,Yes,,Draft,,,Agent,,,
+AI Agents Verse,4,https://aiagentsverse.com/submit,Agent,,Yes,,Draft,,,Agent,,,
+AgentHunter,4,https://agenthunter.com/submit,Agent,,Yes,,Draft,,,Agent,,,
+AI Agents Live,4,https://aiagents.live/submit,Agent,,Yes,,Draft,,,Agent,,,
+AI Agents Marketplace,4,https://aiagentsmarketplace.com/submit,Agent,,Yes,,Draft,,,Agent,,,
+NoCodeFinder,5,https://www.nocodefinder.com/submit,No-Code,45,Yes,,Draft,,,No-code,,,
+No Code MBA,5,https://www.nocode.mba/tools/submit,No-Code,55,Yes,,Draft,,,No-code,,,
+We Are No Code,5,https://www.wearenocode.com/submit,No-Code,40,Yes,,Draft,,,No-code,,,
+NoCodeList,5,https://nocodelist.co/submit,No-Code,30,Yes,,Draft,,,No-code,,,
+NoCodeDevs,5,https://www.nocodedevs.com/submit,No-Code,25,Yes,,Draft,,,No-code,,,
+NoCode.Tech,5,https://www.nocode.tech/submit,No-Code,35,Yes,,Draft,,,No-code,,,
+Zapier App Directory,7,https://zapier.com/developer,Integration,91,Yes,,Draft,,,Integration,,,
+HubSpot App Marketplace,7,https://ecosystem.hubspot.com/marketplace,Integration,93,Yes,,Draft,,,Integration,,,
+Slack App Directory,7,https://api.slack.com/apps,Integration,89,Yes,,Draft,,,Integration,,,
+Airtable Marketplace,7,https://airtable.com/marketplace,Integration,82,Yes,,Draft,,,Integration,,,
+Notion Integrations,7,https://www.notion.so/integrations,Integration,88,Yes,,Draft,,,Integration,,,
+Make (Integromat),7,https://www.make.com/en/partners,Integration,70,Yes,,Draft,,,Integration,,,
+Pipedream,7,https://pipedream.com/docs/components,Integration,70,Yes,,Draft,,,Integration,,,
@@ -1,6 +1,6 @@
 ---
-name: emails
-description: When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campaign," "nurture sequence," "onboarding emails," "welcome sequence," "re-engagement emails," "email automation," "lifecycle emails," "trigger-based emails," "email funnel," "email workflow," "what emails should I send," "welcome series," or "email cadence." Use this for any multi-email automated flow. For cold outreach emails, see cold-email. For in-app onboarding, see onboarding.
+name: email-sequence
+description: When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions "email sequence," "drip campaign," "nurture sequence," "onboarding emails," "welcome sequence," "re-engagement emails," "email automation," "lifecycle emails," "trigger-based emails," "email funnel," "email workflow," "what emails should I send," "welcome series," or "email cadence." Use this for any multi-email automated flow. For cold outreach emails, see cold-email. For in-app onboarding, see onboarding-cro.
 metadata:
  version: 1.1.0
 ---
@@ -304,8 +304,8 @@ For implementation, see the [tools registry](../../tools/REGISTRY.md). Key email

 - **lead-magnets**: For planning lead magnets that feed into nurture sequences
 - **churn-prevention**: For cancel flows, save offers, and dunning strategy (email supports this)
- **onboarding**: For in-app onboarding (email supports this)
+- **onboarding-cro**: For in-app onboarding (email supports this)
 - **copywriting**: For landing pages emails link to
- **ab-testing**: For testing email elements
- **popups**: For email capture popups
+- **ab-test-setup**: For testing email elements
+- **popup-cro**: For email capture popups
 - **revops**: For lifecycle stages that trigger email sequences
@@ -1,6 +1,13 @@
-# Form CRO Reference
+---
+name: form-cro
+description: When the user wants to optimize any form that is NOT signup/registration — including lead capture forms, contact forms, demo request forms, application forms, survey forms, or checkout forms. Also use when the user mentions "form optimization," "lead form conversions," "form friction," "form fields," "form completion rate," "contact form," "nobody fills out our form," "form abandonment," "too many fields," "demo request form," or "lead form isn't converting." Use this for any non-signup form that captures information. For signup/registration forms, see signup-flow-cro. For popups containing forms, see popup-cro.
+metadata:
+  version: 1.1.0
+---

-Detailed form optimization guidance. Use alongside the main CRO skill.
+# Form CRO
+
+You are an expert in form optimization. Your goal is to maximize form completion rates while capturing the data that matters.

 ## Initial Assessment

@@ -416,6 +423,7 @@ Ideas to A/B test with expected outcomes

 ## Related Skills

- **signup**: For account creation forms
- **popups**: For forms inside popups/modals
- **ab-testing**: For testing form changes
+- **signup-flow-cro**: For account creation forms
+- **popup-cro**: For forms inside popups/modals
+- **page-cro**: For the page containing the form
+- **ab-test-setup**: For testing form changes
@@ -0,0 +1,90 @@
+{
+  "skill_name": "form-cro",
+  "evals": [
+    {
+      "id": 1,
+      "prompt": "Audit our demo request form. It currently has these fields: First Name, Last Name, Work Email, Phone Number, Company Name, Company Size, Job Title, Industry, Current Solution, Budget Range, and a 'Tell us about your needs' textarea. Our conversion rate is 3.1% and we want to improve it.",
+      "expected_output": "Should check for product-marketing-context.md first. Should apply the 'every field has a cost' principle — 11 fields is excessive for a demo form. Should reference the field cost data (3 fields baseline, 7+ fields = 25-50% conversion reduction). Should evaluate each field: which are essential for demo prep, which can be collected later or inferred. Should recommend cutting to essential fields (likely Work Email, Company Name, and maybe one qualifier). Should provide audit findings in the structured format (Issue, Impact, Fix, Priority). Should recommend Quick Wins, High-Impact Changes, and Test Ideas.",
+      "assertions": [
+        "Checks for product-marketing-context.md",
+        "Applies 'every field has a cost' principle",
+        "References field count impact data",
+        "Evaluates each field for necessity",
+        "Recommends cutting to essential fields",
+        "Provides findings in structured format (Issue, Impact, Fix, Priority)",
+        "Includes Quick Wins, High-Impact Changes, Test Ideas"
+      ],
+      "files": []
+    },
+    {
+      "id": 2,
+      "prompt": "Our contact form just has Name, Email, and Message fields but we're getting a lot of spam submissions and low-quality leads. How do we fix this without adding too much friction?",
+      "expected_output": "Should apply the contact form type guidance. Should address spam with non-friction solutions first: honeypot fields, reCAPTCHA, server-side validation. Should then address lead quality: suggest adding one qualifying field (company name or budget range) to filter without excessive friction. Should apply the error handling guidance for validation. Should recommend form layout and submit button optimization. Should balance quality vs quantity in recommendations.",
+      "assertions": [
+        "Applies contact form type guidance",
+        "Recommends anti-spam solutions (honeypot, reCAPTCHA)",
+        "Suggests minimal qualifying fields for lead quality",
+        "Balances quality vs quantity",
+        "Addresses error handling and validation",
+        "Recommends non-friction solutions first"
+      ],
+      "files": []
+    },
+    {
+      "id": 3,
+      "prompt": "should we use a single-step or multi-step form for our quote request? we need company info, project details, timeline, and budget.",
+      "expected_output": "Should trigger on casual phrasing. Should apply the multi-step form guidance — with this many required data types, multi-step is likely better. Should reference the threshold: multi-step recommended when more than 5-6 fields. Should recommend grouping by type (contact info → project details → budget/timeline). Should include progress indicator recommendation. Should apply best practices: easy questions first, save progress, allow back navigation. Should note that multi-step often increases completion for longer forms.",
+      "assertions": [
+        "Triggers on casual phrasing",
+        "Recommends multi-step based on field count",
+        "References the 5-6 field threshold for multi-step",
+        "Suggests logical field grouping",
+        "Recommends progress indicator",
+        "Applies multi-step best practices",
+        "Notes multi-step increases completion for longer forms"
+      ],
+      "files": []
+    },
+    {
+      "id": 4,
+      "prompt": "How should we handle form errors? Users keep getting frustrated and abandoning our lead capture form when they hit validation errors.",
+      "expected_output": "Should apply the error handling guidance. Should recommend inline validation (not just on submit). Should provide specific error message examples (helpful, not generic). Should recommend: don't clear the form on error, focus on the problem field, show requirements upfront not after failure. Should address common validation UX issues: email format, phone format, required field indicators. Should provide examples of good vs bad error messages.",
+      "assertions": [
+        "Applies error handling guidance",
+        "Recommends inline validation",
+        "Provides specific error message examples",
+        "Recommends not clearing form on error",
+        "Recommends showing requirements upfront",
+        "Provides good vs bad error message examples",
+        "Addresses common validation UX issues"
+      ],
+      "files": []
+    },
+    {
+      "id": 5,
+      "prompt": "We need to optimize our form for mobile. Over 60% of our traffic is mobile but our form conversion rate on mobile is half of desktop.",
+      "expected_output": "Should apply the mobile optimization guidance. Should recommend: larger touch targets (44px+ height), appropriate keyboard types (email, tel), autofill support, single column layout, sticky CTA button, reduce typing (use dropdowns, toggles). Should address mobile-specific form issues: viewport, font size, button placement, scroll behavior. Should recommend testing with actual devices.",
+      "assertions": [
+        "Applies mobile optimization guidance",
+        "Recommends larger touch targets (44px+)",
+        "Recommends appropriate keyboard types",
+        "Recommends autofill support",
+        "Recommends single column layout",
+        "Addresses mobile-specific issues",
+        "Recommends testing with actual devices"
+      ],
+      "files": []
+    },
+    {
+      "id": 6,
+      "prompt": "Our signup form has too many fields and people keep abandoning it halfway through. Can you help optimize it?",
+      "expected_output": "Should recognize this is about signup/registration form optimization, not general form CRO. Should defer to or cross-reference the signup-flow-cro skill, which specifically handles signup, registration, and account creation flows. May provide general form friction advice but should make clear that signup-flow-cro is the right skill for signup forms.",
+      "assertions": [
+        "Recognizes this as signup flow optimization",
+        "References or defers to signup-flow-cro skill",
+        "Does not attempt full signup form optimization using general form CRO patterns"
+      ],
+      "files": []
+    }
+  ]
+}
@@ -1,5 +1,5 @@
 ---
-name: free-tools
+name: free-tool-strategy
 description: When the user wants to plan, evaluate, or build a free tool for marketing purposes — lead generation, SEO value, or brand awareness. Also use when the user mentions "engineering as marketing," "free tool," "marketing tool," "calculator," "generator," "interactive tool," "lead gen tool," "build a tool for leads," "free resource," "ROI calculator," "grader tool," "audit tool," "should I build a free tool," or "tools for lead gen." Use this whenever someone wants to build something useful and give it away to attract leads or earn links. For downloadable content lead magnets (ebooks, checklists, templates), see lead-magnets.
 metadata:
  version: 1.1.0
@@ -173,7 +173,7 @@ Rate each factor 1-5:
 ## Related Skills

 - **lead-magnets**: For downloadable content lead magnets (ebooks, checklists, templates)
- **cro**: For optimizing the tool's landing page
+- **page-cro**: For optimizing the tool's landing page
 - **seo-audit**: For SEO-optimizing the tool
- **analytics**: For measuring tool usage
- **emails**: For nurturing leads from the tool
+- **analytics-tracking**: For measuring tool usage
+- **email-sequence**: For nurturing leads from the tool
@@ -77,10 +77,10 @@
    {
      "id": 6,
      "prompt": "How do I optimize the landing page for our free tool to get more signups? The tool itself is great but nobody finds it.",
-      "expected_output": "Should recognize this is a landing page conversion optimization task, not a free tool strategy task. Should defer to or cross-reference the cro skill for optimizing the tool's landing page conversion rate. May provide free-tool-specific context (gating strategy, value demonstration) but should make clear that cro is the right skill for page conversion optimization.",
+      "expected_output": "Should recognize this is a landing page conversion optimization task, not a free tool strategy task. Should defer to or cross-reference the page-cro skill for optimizing the tool's landing page conversion rate. May provide free-tool-specific context (gating strategy, value demonstration) but should make clear that page-cro is the right skill for page conversion optimization.",
      "assertions": [
        "Recognizes this as page CRO, not free tool strategy",
-        "References or defers to cro skill",
+        "References or defers to page-cro skill",
        "May provide free-tool-specific context",
        "Does not attempt full page CRO using free tool strategy patterns"
      ],
@@ -0,0 +1,335 @@
+---
+name: image
+description: "When the user wants to create, generate, edit, or optimize images for marketing — blog heroes, social graphics, product mockups, profile banners, listing visuals, or brand assets. Also use when the user mentions 'AI image generation,' 'generate an image,' 'create a graphic,' 'product mockup,' 'hero image,' 'social media graphic,' 'banner image,' 'cover photo,' 'profile banner,' 'listing screenshot,' 'Flux,' 'Midjourney,' 'DALL-E,' 'GPT Image,' 'Ideogram,' 'Gemini image,' 'Canva,' 'Figma,' 'image optimization,' 'compress images,' 'WebP,' or 'OG image.' Use this for general-purpose marketing image creation and optimization. For paid ad image creative and platform-specific ad specs, see ad-creative. For video production, see video."
+metadata:
+  version: 1.0.0
+---
+
+# Image
+
+You are an expert visual content producer who helps create marketing images using AI generation models, design tools, and optimization best practices. Your goal is to help users produce professional visual assets efficiently — from blog heroes and social graphics to product mockups and profile banners.
+
+## Before Starting
+
+**Check for product marketing context first:**
+If `.agents/product-marketing-context.md` exists (or `.claude/product-marketing-context.md` in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task.
+
+Gather this context (ask if not provided):
+
+### 1. Image Goal
+- What type of image? (Blog hero, social graphic, product mockup, banner, brand asset, OG image)
+- What platform or placement? (Website, social, directory listing, app store, email)
+- What dimensions do you need?
+
+### 2. Production Approach
+- Do you have existing brand assets? (Logo, colors, fonts, style guide)
+- Do you need photorealistic or illustrative style?
+- Is this a one-off or a template for repeated use?
+
+### 3. Technical Context
+- Do you have API keys for any image tools? (Gemini, Replicate/Flux, Ideogram)
+- Budget constraints? (Some tools charge per image)
+- Do you need the image optimized for web performance?
+
+---
+
+## Choosing Your Approach
+
+Pick the right tool for the job:
+
+| Approach | Best For | Tools | When to Use |
+|----------|----------|-------|-------------|
+| **AI Generation** | Original images from text prompts | Gemini/Nano Banana, Flux, Ideogram | Blog heroes, social graphics, lifestyle scenes |
+| **AI Editing** | Modify existing images | Gemini, Flux Flex | Background removal, style changes, variations |
+| **Design Tools** | Templated, brand-consistent assets | Canva, Figma | Profile banners, social templates, presentations |
+| **Screenshot + Overlay** | Product UI showcases | Browser screenshot + code overlay | Product mockups, feature announcements |
+| **Stock Photography** | Generic business/lifestyle scenes | Unsplash, Pexels | When speed matters more than uniqueness |
+
+---
+
+## AI Image Generation
+
+Generate original images from text prompts. The fastest way to create unique marketing visuals.
+
+### Model Comparison
+
+| Model | Best For | Text in Images | API | Cost |
+|-------|----------|:-:|-----|------|
+| **Gemini Image** (Google) | All-around, editing, text rendering | Good | [Gemini API](https://ai.google.dev/gemini-api/docs/image-generation) | Check [pricing](https://ai.google.dev/gemini-api/docs/pricing) |
+| **Flux** (Black Forest Labs) | Photorealism, brand consistency, batch | Limited | [BFL API](https://docs.bfl.ai/), Replicate, fal.ai | Check [pricing](https://docs.bfl.ai/quick_start/pricing) |
+| **Ideogram** | Typography, branded graphics | Best | [Ideogram API](https://developer.ideogram.ai/) | Check [pricing](https://about.ideogram.ai/api-pricing) |
+| **GPT Image** (OpenAI) | General purpose, ChatGPT integration | Good | [OpenAI API](https://platform.openai.com/docs/guides/image-generation) | Check [pricing](https://platform.openai.com/docs/pricing) |
+| **Midjourney** | Artistic, high-aesthetic | Poor | No official API | Subscription-based |
+| **Stable Diffusion** | Self-hosted, customizable | Varies | Open source | Free (GPU costs) |
+
+**Note:** DALL-E 3 is deprecated. OpenAI's current image models are the GPT Image family (`gpt-image-1`, etc.).
+
+### When to Use Which
+
+```
+Need text/headlines in the image?
+├── Yes → Ideogram (best), Gemini (good), GPT Image (decent)
+└── No ↓
+
+Need product/brand consistency across images?
+├── Yes → Flux (multi-image reference)
+└── No ↓
+
+Need to edit an existing image?
+├── Yes → Gemini (native editing), Flux Flex
+└── No ↓
+
+Need highest visual quality?
+├── Yes → Flux Pro, Midjourney
+└── No ↓
+
+Need volume at low cost?
+└── Flux Klein, Gemini Flash
+```
+
+### Prompting Basics
+
+A strong image prompt follows: **Subject + Setting + Style + Lighting + Composition + Technical**
+
+```
+A laptop on a minimal white desk showing a dashboard UI,
+soft directional lighting from the left, shallow depth of field,
+clean commercial photography style, 16:9 aspect ratio, 4K
+```
+
+**Common mistakes:**
+- Too vague ("a business image") — add specific details
+- Forgetting aspect ratio — always specify dimensions
+- Requesting complex text — use overlays instead for anything beyond short headlines
+- No style direction — "photorealistic," "flat illustration," "3D render"
+
+For detailed prompting guides per model, see [references/ai-image-prompting.md](references/ai-image-prompting.md).
+
+---
+
+## Design Tools
+
+For templated, brand-consistent work where AI generation is overkill or too unpredictable.
+
+### Canva
+
+Best for non-designers who need polished output fast.
+
+- **Strengths:** Massive template library, brand kit, Magic Resize (one design → all sizes), team collaboration
+- **Best for:** Social graphics, presentations, email headers, simple banners
+- **Limitations:** Less control than Figma, templates can look generic
+- **Agent-friendliness:** Has an API but limited — better as a human-in-the-loop tool
+
+### Figma
+
+Best for teams with design systems or pixel-perfect needs.
+
+- **Strengths:** Design system components, auto layout, developer handoff, plugins
+- **Best for:** OG images via templates, design system assets, complex layouts
+- **Limitations:** Steeper learning curve, requires design skill
+- **Agent-friendliness:** Has an API and MCP server for reading designs
+
+### When to Use Design Tools vs. AI Generation
+
+| Scenario | Design Tool | AI Generation |
+|----------|:-:|:-:|
+| Exact brand guidelines must be followed | Yes | Maybe (with strong ref images) |
+| Need 20 size variants of one design | Yes (Canva Magic Resize) | No |
+| Unique hero image for a blog post | No | Yes |
+| Recurring social media template | Yes | No |
+| Product mockup with real UI | No (use screenshots) | No (hallucinated UI) |
+| Abstract/creative visual | No | Yes |
+
+---
+
+## Marketing Image Workflows
+
+### Blog & Article Hero Images
+
+The image at the top of every post. Sets tone, improves shareability, required for OG/social previews.
+
+1. **Define the concept** — what visual metaphor represents the topic?
+2. **Generate with AI** — use Flux or Gemini for photorealistic, Ideogram if text needed
+3. **Specify 1200x630** (works for both hero and OG image) or **1920x1080** for full-width
+4. **Optimize** — compress to <200KB, serve as WebP with JPEG fallback
+
+**Prompt pattern:**
+```
+[Visual metaphor for topic], clean modern style,
+bright natural lighting, shallow depth of field,
+professional blog header aesthetic, 1200x630
+```
+
+### Social Media Graphics
+
+Platform-specific images for organic posts.
+
+| Platform | Primary Size | Aspect Ratio | Notes |
+|----------|-------------|:---:|-------|
+| Twitter/X | 1200x675 | 16:9 | Large image card |
+| LinkedIn | 1200x627 | 1.91:1 | Feed image |
+| Instagram Feed | 1080x1080 | 1:1 | Square; 1080x1350 (4:5) also strong |
+| Instagram Stories | 1080x1920 | 9:16 | Full screen vertical |
+| Facebook | 1200x630 | 1.91:1 | Link share image |
+
+**Workflow:**
+1. Create the hero concept at highest resolution needed
+2. Use Canva Magic Resize or manual crop for platform variants
+3. Add text overlays programmatically (Ideogram or post-processing) if needed
+4. Export at platform-specific dimensions
+
+### Product Mockups & Screenshots
+
+Showcase your product UI in context. AI models hallucinate UI — don't use them for this.
+
+1. **Capture real screenshots** of your product at 2x resolution
+2. **Frame in device mockups** — use browser frame, laptop, or phone templates
+3. **Add context** — callout arrows, feature labels, before/after comparisons
+4. **Annotate with code** — Hyperframes or HTML/CSS for programmatic overlays
+
+**Tools:** Browser DevTools (screenshot), Shottr (Mac), CleanShot X, or `screencapture` CLI.
+
+### Profile & Listing Banners
+
+Banners for profiles, directory listings, and marketplace pages. Often the first visual impression.
+
+| Platform | Size | Notes |
+|----------|------|-------|
+| LinkedIn personal cover | 1584x396 | 4:1, safe zone center |
+| LinkedIn company cover | 1128x191 | 5.9:1; LinkedIn recommends up to 4200x700 |
+| Twitter/X header | 1500x500 | 3:1, partially obscured by avatar |
+| Product Hunt gallery | 1270x760 | 5:3, up to 6 images |
+| G2 profile | 1280x720 | 16:9, product screenshots preferred |
+| GitHub social preview | 1280x640 | 2:1, shows in link cards |
+| App Store screenshots | Varies by device | See aso-audit skill for full specs |
+| Google Play feature graphic | 1024x500 | ~2:1, required for store listing |
+
+**Best practices:**
+- **Keep text minimal** — banners are seen at small sizes on mobile
+- **Center critical content** — edges get cropped differently per device
+- **Show the product** — real UI screenshots outperform abstract graphics on directory listings
+- **Match your brand** — use consistent colors, fonts, logo placement
+- **Update seasonally** — stale banners signal an inactive product
+
+**Workflow:**
+1. Pick the platform(s) and note exact dimensions
+2. For directories (Product Hunt, G2): use real product screenshots with light annotation
+3. For profiles (LinkedIn, Twitter): use brand colors + tagline + optional product shot
+4. Generate with Canva/Figma templates or Ideogram (if text-heavy)
+5. Test at actual display size — zoom out to check readability
+
+### Brand Assets
+
+Logos, icons, and illustrations. AI generation has limits here.
+
+| Asset | AI Generation | Design Tool | Notes |
+|-------|:-:|:-:|-------|
+| Logo | Poor — inconsistent, not vector | Yes (Figma) | Always design or commission logos |
+| App icon | Decent starting point | Yes (Figma) | Generate concepts, refine manually |
+| Illustrations | Good for style exploration | Depends | AI for concepts, finalize in design tool |
+| Favicons | No | Yes | Derive from logo |
+| Social icons | No | Yes | Use platform-provided assets |
+
+---
+
+## Image Optimization
+
+Every image on your site affects page speed, which affects SEO and conversions.
+
+### Format Guide
+
+| Format | Best For | Compression | Browser Support |
+|--------|----------|-------------|:---:|
+| **WebP** | Photos, graphics — default choice | Lossy + lossless | ~96% |
+| **AVIF** | Highest compression, newest | Better than WebP | ~94% |
+| **JPEG** | Fallback for older browsers | Lossy only | Universal |
+| **PNG** | Transparency, screenshots | Lossless | Universal |
+| **SVG** | Logos, icons, illustrations | Vector (scales) | Universal |
+
+### Optimization Checklist
+
+- [ ] **Serve WebP** with JPEG/PNG fallback (`<picture>` element or CDN auto-format)
+- [ ] **Resize to display size** — don't serve 4000px images in 800px containers
+- [ ] **Compress** — target quality 75-85% for photos, near-lossless for screenshots
+- [ ] **Lazy load** below-the-fold images (`loading="lazy"`)
+- [ ] **Set explicit dimensions** — `width` and `height` attributes prevent layout shift (CLS)
+- [ ] **Use a CDN** with auto-optimization (Cloudflare, Vercel, Imgix, Cloudinary)
+- [ ] **Add alt text** — descriptive, keyword-relevant, not stuffed
+
+### Quick Optimization Commands
+
+```bash
+# Convert to WebP (using cwebp)
+cwebp -q 80 input.png -o output.webp
+
+# Batch convert with ImageMagick
+mogrify -format webp -quality 80 *.png
+
+# Optimize JPEG (using jpegoptim)
+jpegoptim --max=80 --strip-all *.jpg
+
+# Check image sizes on a page
+curl -s https://yoursite.com | grep -oP 'src="[^"]+\.(jpg|png|webp)"' | head -20
+```
+
+---
+
+## OG & Social Preview Images
+
+The image that appears when your URL is shared on social media, Slack, Discord, etc.
+
+### Required Meta Tags
+
+```html
+<meta property="og:image" content="https://yoursite.com/og/page-name.jpg" />
+<meta property="og:image:width" content="1200" />
+<meta property="og:image:height" content="630" />
+<meta name="twitter:card" content="summary_large_image" />
+<meta name="twitter:image" content="https://yoursite.com/og/page-name.jpg" />
+```
+
+### Dynamic OG Images
+
+Generate OG images programmatically for pages with dynamic content (blog posts, user profiles):
+
+- **Vercel OG** (`@vercel/og`) — generates images at the edge using JSX
+- **Satori** — converts HTML/CSS to SVG (powers Vercel OG)
+- **Cloudinary** — URL-based text overlay on template images
+
+**Best for programmatic SEO:** Generate unique OG images per page using templates + dynamic data.
+
+---
+
+## Common Mistakes
+
+1. **Using AI for product UI screenshots** — models hallucinate interfaces; capture real screenshots
+2. **Skipping image optimization** — unoptimized images are the #1 page speed killer
+3. **No OG image** — shared links look broken without a preview image
+4. **Wrong aspect ratio** — always check platform specs before generating
+5. **Text-heavy images without Ideogram** — most AI models butcher text; use Ideogram or add text in post
+6. **Generating without style direction** — "photorealistic," "flat illustration," "3D render" drastically changes output
+7. **Inconsistent brand visuals** — use Flux multi-reference or design templates for consistency
+8. **Huge images on landing pages** — compress, resize, lazy load
+
+---
+
+## Task-Specific Questions
+
+1. What type of image do you need? (Blog hero, social graphic, mockup, banner, brand asset)
+2. What platform or placement? (This determines dimensions)
+3. Do you have brand assets to match? (Colors, fonts, logo, style guide)
+4. Is this a one-off or a repeatable template?
+5. Do you have API keys for any image generation tools?
+6. Does this need to be optimized for web performance?
+
+---
+
+## Related Skills
+
+- **ad-creative**: For paid ad image creative, platform-specific ad specs, and scaled ad production
+- **video**: For AI video production and programmatic video
+- **social-content**: For what to post and content strategy
+- **page-cro**: For image placement and conversion optimization on landing pages
+- **seo-audit**: For image SEO (alt text, file names, lazy loading)
+- **aso-audit**: For app store screenshot specs and optimization
+- **directory-submissions**: For Product Hunt gallery images and directory listing visuals
@@ -0,0 +1,229 @@
+# AI Image Prompting Guide
+
+How to write effective prompts for AI image generation models (Gemini/Nano Banana, Flux, Ideogram, DALL-E, Midjourney).
+
+---
+
+## Prompt Structure
+
+A strong image prompt follows this formula:
+
+```
+[Subject] + [Setting/context] + [Visual style] + [Lighting] + [Composition] + [Technical specs]
+```
+
+### Example Prompts by Use Case
+
+**Blog hero — SaaS product:**
+```
+A clean workspace with a laptop displaying a colorful analytics dashboard,
+minimalist desk with a coffee cup and notebook,
+bright natural window lighting from the right,
+shallow depth of field, commercial photography style,
+1200x630, high resolution
+```
+
+**Social media graphic — announcement:**
+```
+Abstract flowing gradient in deep purple and electric blue,
+geometric shapes forming a network pattern,
+dramatic rim lighting on edges,
+modern tech aesthetic, clean and minimal,
+1080x1080, vibrant colors
+```
+
+**Product lifestyle shot:**
+```
+A person in a modern office smiling while looking at a tablet,
+showing a project management interface on screen,
+warm candid photography, natural lighting,
+medium shot, shallow depth of field, editorial style
+```
+
+**Profile banner — professional:**
+```
+Wide panoramic abstract background in navy blue and teal,
+subtle geometric grid pattern with soft gradient,
+clean corporate aesthetic, muted lighting,
+1584x396, no text, space for logo overlay on left third
+```
+
+**Directory listing — Product Hunt:**
+```
+Product screenshot on a clean gradient background,
+soft shadow underneath, slight 3D perspective tilt,
+modern SaaS product presentation style,
+1270x760, bright and professional
+```
+
+---
+
+## Style Keywords
+
+### Photorealistic
+- "commercial photography"
+- "shot on Canon EOS R5"
+- "editorial style"
+- "natural lighting"
+- "shallow depth of field"
+
+### Clean/Corporate
+- "clean modern aesthetic"
+- "minimal design"
+- "professional corporate style"
+- "bright and airy"
+- "white background"
+
+### Illustrative
+- "flat vector illustration"
+- "isometric 3D render"
+- "hand-drawn sketch style"
+- "watercolor illustration"
+- "line art"
+
+### Abstract/Brand
+- "flowing gradient"
+- "geometric pattern"
+- "abstract data visualization"
+- "particle effects"
+- "holographic iridescent"
+
+### Tech/SaaS
+- "dark mode UI aesthetic"
+- "neon accent lighting"
+- "glassmorphism"
+- "futuristic minimal"
+- "developer-focused"
+
+---
+
+## Lighting Keywords
+
+| Term | Effect | Best For |
+|------|--------|----------|
+| **Natural light** | Warm, organic feel | Lifestyle, editorial |
+| **Studio lighting** | Even, controlled | Product shots |
+| **Rim lighting** | Edge highlights, dramatic | Hero images, abstract |
+| **Soft directional** | Gentle shadows, dimensional | Blog headers |
+| **Volumetric** | Light rays, atmospheric | Dramatic, cinematic |
+| **Flat/even** | No shadows, clean | Icons, diagrams |
+| **Golden hour** | Warm orange tones | Lifestyle, outdoor |
+| **High key** | Bright, minimal shadows | Clean, corporate |
+
+---
+
+## Composition Keywords
+
+| Term | Effect | Best For |
+|------|--------|----------|
+| **Rule of thirds** | Subject off-center | Editorial, lifestyle |
+| **Centered** | Subject in middle | Product shots, icons |
+| **Wide/panoramic** | Expansive view | Banners, headers |
+| **Close-up/macro** | Detail focus | Texture, product detail |
+| **Bird's eye/overhead** | Top-down view | Desk setups, flat lays |
+| **Negative space** | Room for text overlay | Blog headers, banners |
+| **Symmetrical** | Balanced, formal | Corporate, luxury |
+
+---
+
+## Model-Specific Tips
+
+### Gemini Image (Google)
+
+- Best all-around for marketing images — good quality, reasonable cost
+- Supports **image editing** — upload an existing image and describe changes
+- Decent text rendering — can handle short headlines
+- Specify "high resolution" for best output
+- Works well with detailed, descriptive prompts
+- Same API as text generation — easy to integrate
+
+### Flux (Black Forest Labs)
+
+- **Multi-image reference** is the killer feature — upload product screenshots, brand assets, or style references
+- Best for **brand consistency** across a set of images
+- Use Flux Pro for final assets, Flux Dev for rapid iteration
+- Flux Klein for high-volume batch generation (cheapest)
+- Style transfer via reference images > style keywords in prompt
+- Prompts can be shorter than other models — the references do heavy lifting
+
+### Ideogram
+
+- **Best text rendering** of any model (industry-leading accuracy)
+- Use when you need headlines, taglines, or brand names in the image
+- Style reference system (up to 3 images) for brand consistency
+- Supports "Magic Prompt" auto-enhancement
+- Keep text requests simple — 3-5 words max for reliability
+- Best for social graphics and banners that need text baked in
+
+### GPT Image (OpenAI)
+
+- Current models: `gpt-image-1` and variants (DALL-E 3 is deprecated)
+- Integrated with ChatGPT — conversational image generation
+- Good at following detailed prompts
+- Decent text rendering (behind Ideogram, comparable to Gemini)
+- Automatic prompt rewriting — may deviate from exact request
+- Best for quick one-offs through ChatGPT interface
+- API gives more control than ChatGPT interface
+
+### Midjourney
+
+- Highest aesthetic quality for artistic/editorial images
+- No official API — Discord-based or web interface
+- **Not agent-friendly** — use for manual creative exploration only
+- Style flags: `--style raw` for less stylized, `--ar 16:9` for aspect ratio
+- Best for hero images where pure visual quality matters most
+- V6+ has improved text rendering but still unreliable
+
+---
+
+## Common Prompt Mistakes
+
+| Mistake | Why It Fails | Fix |
+|---------|-------------|-----|
+| "A professional image" | No visual detail | Describe subject, setting, style, lighting |
+| Long paragraph of text in image | Models can't render paragraphs | 3-5 words max; add text in post |
+| "Make it look good" | Not actionable | Specify style: "commercial photography, bright" |
+| 200+ word prompts | Models lose focus | 40-80 words, specific over comprehensive |
+| No aspect ratio | Random output size | Always specify dimensions or ratio |
+| "Logo in bottom right" | Unreliable placement | Add logos in post-processing |
+| "Make it viral" | Not a visual instruction | Describe the aesthetic you want |
+| Requesting UI screenshots | AI hallucinates interfaces | Capture real screenshots instead |
+
+---
+
+## Batch Generation Workflow
+
+When you need multiple images with consistent style (e.g., a blog series or social campaign):
+
+1. **Generate 3-4 test images** with different style prompts
+2. **Pick the winning style** based on brand fit
+3. **Save the exact prompt** as your template
+4. **Use Flux multi-reference** — upload the winning image as a style reference
+5. **Batch generate** variations with the same style, different subjects
+6. **Post-process** — add text overlays, logos, crop to platform sizes
+
+---
+
+## Aspect Ratios Quick Reference
+
+| Use Case | Ratio | Pixels | Notes |
+|----------|-------|--------|-------|
+| Blog hero / OG image | 1.91:1 | 1200x630 | Universal web standard |
+| Full-width hero | 16:9 | 1920x1080 | Website headers |
+| Instagram Feed | 1:1 | 1080x1080 | Square |
+| Instagram Feed (tall) | 4:5 | 1080x1350 | More screen real estate |
+| Stories / Reels | 9:16 | 1080x1920 | Vertical full screen |
+| LinkedIn cover | 4:1 | 1584x396 | Personal profile |
+| Twitter/X header | 3:1 | 1500x500 | Profile banner |
+| Product Hunt gallery | 5:3 | 1270x760 | Launch page |
+| GitHub social preview | 2:1 | 1280x640 | Repo link card |
+
+---
+
+## Cost Optimization
+
+- **Iterate at low quality first** — use Flux Dev or Gemini Flash for drafts, upgrade for finals
+- **Use references over long prompts** — Flux multi-reference produces more consistent results with fewer retries
+- **Batch similar requests** — generate all blog headers in one session with the same style
+- **Cache and reuse** — abstract backgrounds, patterns, and textures can be reused across multiple images
+- **Post-process instead of re-generate** — crop, overlay text, and adjust color in code rather than generating new images
@@ -1,5 +1,5 @@
 ---
-name: launch
+name: launch-strategy
 description: "When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,' 'beta launch,' 'early access,' 'waitlist,' 'product update,' 'how do I launch this,' 'launch checklist,' 'GTM plan,' or 'we're about to ship.' Use this whenever someone is preparing to release something publicly. For ongoing marketing after launch, see marketing-ideas."
 metadata:
  version: 1.1.0
@@ -346,8 +346,8 @@ Even small changelog updates remind customers your product is evolving. This bui
 ## Related Skills

 - **marketing-ideas**: For additional launch tactics (#22 Product Hunt, #23 Early Access Referrals)
- **emails**: For launch and onboarding email sequences
- **cro**: For optimizing launch landing pages
+- **email-sequence**: For launch and onboarding email sequences
+- **page-cro**: For optimizing launch landing pages
 - **marketing-psychology**: For psychology behind waitlists and exclusivity
 - **programmatic-seo**: For comparison pages mentioned in post-launch
 - **sales-enablement**: For launch sales collateral and enablement materials
@@ -1,6 +1,6 @@
 ---
 name: lead-magnets
-description: When the user wants to create, plan, or optimize a lead magnet for email capture or lead generation. Also use when the user mentions "lead magnet," "gated content," "content upgrade," "downloadable," "ebook," "cheat sheet," "checklist," "template download," "opt-in," "freebie," "PDF download," "resource library," "content offer," "email capture content," "Notion template," "spreadsheet template," or "what should I give away for emails." Use this for planning what to create and how to distribute it. For interactive tools as lead magnets, see free-tools. For writing the actual content, see copywriting. For the email sequence after capture, see emails.
+description: When the user wants to create, plan, or optimize a lead magnet for email capture or lead generation. Also use when the user mentions "lead magnet," "gated content," "content upgrade," "downloadable," "ebook," "cheat sheet," "checklist," "template download," "opt-in," "freebie," "PDF download," "resource library," "content offer," "email capture content," "Notion template," "spreadsheet template," or "what should I give away for emails." Use this for planning what to create and how to distribute it. For interactive tools as lead magnets, see free-tool-strategy. For writing the actual content, see copywriting. For the email sequence after capture, see email-sequence.
 metadata:
  version: 1.0.0
 ---
@@ -116,7 +116,7 @@ Goal: Help implement. Remove friction to purchase.
 | Template | "Ready-to-Use Sales Email Templates" |
 | Free trial | "14-Day Free Trial" |
 | Implementation guide | "Migration Checklist: Switch in 30 Minutes" |
-| ROI calculator | "Calculate Your Savings" (→ see **free-tools**) |
+| ROI calculator | "Calculate Your Savings" (→ see **free-tool-strategy**) |

 ---

@@ -147,8 +147,8 @@ Rule of thumb: Ask for the minimum needed. Every extra field reduces conversion
 - Add social proof: "Downloaded by 5,000+ marketers"
 - Reduce risk: "No spam. Unsubscribe anytime."

-**For form optimization**: See **cro** skill
-**For popup implementation**: See **popups** skill
+**For form optimization**: See **form-cro** skill
+**For popup implementation**: See **popup-cro** skill

 ---

@@ -163,7 +163,7 @@ Rule of thumb: Ask for the minimum needed. Every extra field reduces conversion
 5. **Form** — Minimal fields, clear CTA button
 6. **FAQ** — Address hesitations (Is it really free? What format?)

-**For landing page optimization**: See **cro** skill
+**For landing page optimization**: See **page-cro** skill

 ### Delivery Methods

@@ -196,14 +196,14 @@ Don't waste the thank you page. After they've converted:

 - Trigger on exit intent or scroll depth
 - Match the popup offer to the page content
- **See popups** for implementation
+- **See popup-cro** for implementation

 ### Social Media

 - Share snippets and teasers from the lead magnet
 - Create carousel posts from key points
 - Use the lead magnet as the CTA in your bio/profile
- **See social** for social strategy
+- **See social-content** for social strategy

 ### Paid Promotion

@@ -298,13 +298,13 @@ When creating a lead magnet strategy, provide:

 ## Related Skills

- **free-tools**: For interactive tools as lead magnets (calculators, graders, quizzes)
+- **free-tool-strategy**: For interactive tools as lead magnets (calculators, graders, quizzes)
 - **copywriting**: For writing the lead magnet content itself
- **emails**: For nurture sequences after lead capture
- **cro**: For optimizing lead magnet landing pages
- **popups**: For popup-based lead capture
- **cro**: For optimizing capture forms
+- **email-sequence**: For nurture sequences after lead capture
+- **page-cro**: For optimizing lead magnet landing pages
+- **popup-cro**: For popup-based lead capture
+- **form-cro**: For optimizing capture forms
 - **content-strategy**: For content planning and topic selection
- **analytics**: For measuring lead magnet performance
+- **analytics-tracking**: For measuring lead magnet performance
 - **paid-ads**: For paid promotion of lead magnets
- **social**: For social media promotion
+- **social-content**: For social media promotion
@@ -171,7 +171,7 @@ Detailed creation guidance for each lead magnet format.

 **Implementation**: Gate results behind email capture. The quiz itself is ungated — the personalized results require an email.

-**For building interactive quizzes**: See **free-tools** skill for technical implementation guidance.
+**For building interactive quizzes**: See **free-tool-strategy** skill for technical implementation guidance.

 ---

@@ -1,6 +1,6 @@
 ---
 name: marketing-ideas
-description: "When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strategies,' 'marketing tactics,' 'ways to promote,' 'ideas to grow,' 'what else can I try,' 'I don't know how to market this,' 'brainstorm marketing,' or 'what marketing should I do.' Use this as a starting point whenever someone is stuck or looking for inspiration on how to grow. For specific channel execution, see the relevant skill (paid-ads, social, emails, etc.)."
+description: "When the user needs marketing ideas, inspiration, or strategies for their SaaS or software product. Also use when the user asks for 'marketing ideas,' 'growth ideas,' 'how to market,' 'marketing strategies,' 'marketing tactics,' 'ways to promote,' 'ideas to grow,' 'what else can I try,' 'I don't know how to market this,' 'brainstorm marketing,' or 'what marketing should I do.' Use this as a starting point whenever someone is stuck or looking for inspiration on how to grow. For specific channel execution, see the relevant skill (paid-ads, social-content, email-sequence, etc.)."
 metadata:
  version: 1.1.0
 ---
@@ -161,7 +161,7 @@ When recommending ideas, provide for each:
 ## Related Skills

 - **programmatic-seo**: For scaling SEO content (#4)
- **competitors**: For comparison pages (#11)
- **emails**: For email marketing tactics
- **free-tools**: For engineering as marketing (#15)
+- **competitor-alternatives**: For comparison pages (#11)
+- **email-sequence**: For email marketing tactics
+- **free-tool-strategy**: For engineering as marketing (#15)
 - **referral-program**: For viral growth (#93)
@@ -448,8 +448,8 @@ When facing a marketing challenge, consider:

 ## Related Skills

- **cro**: Apply psychology to page optimization
+- **page-cro**: Apply psychology to page optimization
 - **copywriting**: Write copy using psychological principles
- **popups**: Use triggers and psychology in popups
- **pricing-page optimization**: See cro for pricing psychology
- **ab-testing**: Test psychological hypotheses
+- **popup-cro**: Use triggers and psychology in popups
+- **pricing-page optimization**: See page-cro for pricing psychology
+- **ab-test-setup**: Test psychological hypotheses
@@ -1,6 +1,6 @@
 ---
-name: onboarding
-description: When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rate," "user activation," "first-run experience," "empty states," "onboarding checklist," "aha moment," "new user experience," "users aren't activating," "nobody completes setup," "low activation rate," "users sign up but don't use the product," "time to value," or "first session experience." Use this whenever users are signing up but not sticking around. For signup/registration optimization, see signup. For ongoing email sequences, see emails.
+name: onboarding-cro
+description: When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rate," "user activation," "first-run experience," "empty states," "onboarding checklist," "aha moment," "new user experience," "users aren't activating," "nobody completes setup," "low activation rate," "users sign up but don't use the product," "time to value," or "first session experience." Use this whenever users are signing up but not sticking around. For signup/registration optimization, see signup-flow-cro. For ongoing email sequences, see email-sequence.
 metadata:
  version: 1.1.0
 ---
@@ -214,7 +214,7 @@ When recommending experiments, consider tests for:

 ## Related Skills

- **signup**: For optimizing the signup before onboarding
- **emails**: For onboarding email series
- **paywalls**: For converting to paid during/after onboarding
- **ab-testing**: For testing onboarding changes
+- **signup-flow-cro**: For optimizing the signup before onboarding
+- **email-sequence**: For onboarding email series
+- **paywall-upgrade-cro**: For converting to paid during/after onboarding
+- **ab-test-setup**: For testing onboarding changes
@@ -1,13 +1,13 @@
 ---
-name: cro
-description: "When the user wants to optimize, improve, or increase conversions on any marketing page or form. Also use when the user says 'CRO,' 'conversion rate optimization,' 'this page isn't converting,' 'improve conversions,' 'why isn't this page working,' 'my landing page sucks,' 'nobody's converting,' 'low conversion rate,' 'bounce rate is too high,' 'form optimization,' 'lead form conversions,' 'form friction,' 'nobody fills out our form,' 'form abandonment,' or 'too many fields.' Use this for any conversion optimization on pages or forms. For signup/registration flows, see signup. For post-signup activation, see onboarding. For popups/modals, see popups. For paywalls, see paywalls."
+name: page-cro
+description: When the user wants to optimize, improve, or increase conversions on any marketing page — including homepage, landing pages, pricing pages, feature pages, or blog posts. Also use when the user says "CRO," "conversion rate optimization," "this page isn't converting," "improve conversions," "why isn't this page working," "my landing page sucks," "nobody's converting," "low conversion rate," "bounce rate is too high," "people leave without signing up," or "this page needs work." Use this even if the user just shares a URL and asks for feedback — they probably want conversion help. For signup/registration flows, see signup-flow-cro. For post-signup activation, see onboarding-cro. For forms outside of signup, see form-cro. For popups/modals, see popup-cro.
 metadata:
-  version: 1.0.0
+  version: 1.1.0
 ---

-# Conversion Rate Optimization (CRO)
+# Page Conversion Rate Optimization (CRO)

-You are a conversion rate optimization expert. Your goal is to analyze marketing pages and forms, then provide actionable recommendations to improve conversion rates.
+You are a conversion rate optimization expert. Your goal is to analyze marketing pages and provide actionable recommendations to improve conversion rates.

 ## Initial Assessment

@@ -16,21 +16,15 @@ If `.agents/product-marketing-context.md` exists (or `.claude/product-marketing-

 Before providing recommendations, identify:

-1. **What needs optimization?** — A page, a form, or both
-2. **Page Type** (if page): Homepage, landing page, pricing, feature, blog, about
-3. **Form Type** (if form): Lead capture, contact, demo request, application, survey, checkout
-4. **Primary Conversion Goal**: Sign up, request demo, purchase, subscribe, download, contact sales
-5. **Traffic Context**: Where are visitors coming from? (organic, paid, email, social)
-
-**For page optimization**: See [references/page.md](references/page.md)
-
-**For form optimization**: See [references/form.md](references/form.md)
+1. **Page Type**: Homepage, landing page, pricing, feature, blog, about, other
+2. **Primary Conversion Goal**: Sign up, request demo, purchase, subscribe, download, contact sales
+3. **Traffic Context**: Where are visitors coming from? (organic, paid, email, social)

 ---

 ## CRO Analysis Framework

-Analyze across these dimensions, in order of impact:
+Analyze the page across these dimensions, in order of impact:

 ### 1. Value Proposition Clarity (Highest Impact)

@@ -176,14 +170,13 @@ When recommending experiments, consider tests for:
 3. What does your signup/purchase flow look like after this page?
 4. Do you have user research, heatmaps, or session recordings?
 5. What have you already tried?
-6. What type of form are you optimizing (if applicable)?

 ---

 ## Related Skills

- **signup**: If the issue is in the signup process itself
- **popups**: If considering popups as part of the strategy
- **paywalls**: For in-app upgrade moments and trial expiration
+- **signup-flow-cro**: If the issue is in the signup process itself
+- **form-cro**: If forms on the page need optimization
+- **popup-cro**: If considering popups as part of the strategy
 - **copywriting**: If the page needs a complete copy rewrite
- **ab-testing**: To properly test recommended changes
+- **ab-test-setup**: To properly test recommended changes
@@ -0,0 +1,111 @@
+{
+  "skill_name": "page-cro",
+  "evals": [
+    {
+      "id": 1,
+      "prompt": "Here's my SaaS landing page: https://example.com/product. We get about 5,000 visitors/month from Google Ads but only 1.2% convert to free trial signups. Can you help me figure out what's wrong?",
+      "expected_output": "Should check for product-marketing-context.md first. Should identify page type (landing page) and conversion goal (free trial signup). Should analyze across the CRO framework dimensions: value proposition clarity, headline effectiveness, CTA placement/copy/hierarchy, visual hierarchy, trust signals, objection handling, and friction points. Should provide recommendations organized as Quick Wins, High-Impact Changes, and Test Ideas. Should note the message match issue between Google Ads and landing page. Should provide 2-3 headline and CTA copy alternatives with rationale.",
+      "assertions": [
+        "Checks for product-marketing-context.md",
+        "Identifies page type as landing page",
+        "Identifies conversion goal as free trial signup",
+        "Analyzes value proposition clarity",
+        "Analyzes CTA placement and copy",
+        "Notes message match between ads and landing page",
+        "Output has Quick Wins section",
+        "Output has High-Impact Changes section",
+        "Output has Test Ideas section",
+        "Provides 2-3 headline or CTA alternatives"
+      ],
+      "files": []
+    },
+    {
+      "id": 2,
+      "prompt": "Our pricing page has three tiers but nobody picks the middle one. 60% choose the cheapest plan and 30% bounce entirely. What should we change?",
+      "expected_output": "Should apply the Pricing Page CRO framework. Should address plan comparison clarity, recommended plan indication, and 'which plan is right for me?' anxiety. Should analyze whether the middle tier's value proposition is differentiated enough. Should recommend trust signals and social proof near pricing. Should suggest specific experiments like changing plan names, adjusting feature differentiation, adding an annual toggle, or highlighting the recommended plan visually. Output should include Quick Wins, High-Impact Changes, and Test Ideas sections.",
+      "assertions": [
+        "Applies Pricing Page CRO framework",
+        "Addresses recommended plan indication",
+        "Addresses 'which plan is right for me' anxiety",
+        "Analyzes middle tier differentiation",
+        "Suggests specific experiments",
+        "Output has Quick Wins section",
+        "Output has High-Impact Changes section",
+        "Output has Test Ideas section"
+      ],
+      "files": []
+    },
+    {
+      "id": 3,
+      "prompt": "this page isn't converting. can you take a look? it's our homepage for a B2B project management tool",
+      "expected_output": "Should trigger on the casual 'this page isn't converting' phrasing. Should identify this as a Homepage CRO analysis. Should ask clarifying questions about current conversion rate, traffic sources, and conversion goal. Should apply the full CRO Analysis Framework starting with value proposition clarity. Should address the homepage-specific guidance: serving multiple audiences, leading with broadest value prop, and providing clear paths for different visitor intents. Should provide structured output with Quick Wins, High-Impact Changes, Test Ideas, and Copy Alternatives.",
+      "assertions": [
+        "Triggers on casual phrasing",
+        "Identifies as Homepage CRO",
+        "Asks about current conversion rate",
+        "Asks about traffic sources",
+        "Applies CRO Analysis Framework",
+        "Addresses serving multiple audiences",
+        "Addresses clear paths for different visitor intents",
+        "Output has structured sections"
+      ],
+      "files": []
+    },
+    {
+      "id": 4,
+      "prompt": "We have a blog that gets 20k organic visits/month but almost nobody clicks through to our product. How do we get more conversions from blog readers?",
+      "expected_output": "Should apply the Blog Post CRO framework. Should recommend contextual CTAs matching content topics and inline CTAs at natural stopping points. Should analyze whether CTAs are relevant to the content topic or generic. Should suggest specific CTA placements: within content, end of post, sidebar, sticky bar. Should recommend testing different CTA formats (inline text links, banner cards, exit-intent). Should cross-reference copywriting skill for CTA copy improvement.",
+      "assertions": [
+        "Applies Blog Post CRO framework",
+        "Recommends contextual CTAs matching content",
+        "Recommends inline CTAs at natural stopping points",
+        "Suggests specific CTA placements",
+        "Suggests testing different CTA formats",
+        "Cross-references copywriting or related skill"
+      ],
+      "files": []
+    },
+    {
+      "id": 5,
+      "prompt": "We redesigned our landing page and conversions dropped from 4.2% to 2.8%. Here's the new page. What went wrong?",
+      "expected_output": "Should approach this as a diagnostic CRO audit focused on what changed. Should systematically compare against the CRO framework dimensions to identify likely regression causes. Should check for common redesign mistakes: losing trust signals, weaker value proposition clarity, CTA hierarchy changes, added friction, broken message match with traffic sources. Should provide specific fixes organized by likely impact. Should recommend reverting high-risk changes while testing others.",
+      "assertions": [
+        "Approaches as diagnostic audit",
+        "Checks for lost trust signals",
+        "Checks for weakened value proposition",
+        "Checks for CTA hierarchy changes",
+        "Checks for added friction",
+        "Checks for broken message match with traffic sources",
+        "Provides fixes organized by impact",
+        "Recommends reverting high-risk changes"
+      ],
+      "files": []
+    },
+    {
+      "id": 6,
+      "prompt": "Our signup form has too many fields and people keep abandoning it halfway through. Can you help optimize it?",
+      "expected_output": "Should recognize this is about signup form optimization, not general page CRO. Should defer to or cross-reference the signup-flow-cro skill, which specifically handles signup, registration, and account creation flows. May provide some general friction reduction advice but should make clear that signup-flow-cro is the right skill for this task.",
+      "assertions": [
+        "Recognizes this as signup flow optimization",
+        "References or defers to signup-flow-cro skill",
+        "Does not attempt full page-cro analysis on a form"
+      ],
+      "files": []
+    },
+    {
+      "id": 7,
+      "prompt": "Review this feature page for our API monitoring tool. Most traffic comes from organic search for 'API monitoring tools'. We want them to start a free trial.",
+      "expected_output": "Should apply the Feature Page CRO framework: connect feature to benefit, show use cases and examples, clear path to try/buy. Should reference the experiments section and suggest prioritized test ideas for hero section, trust signals, and CTA variations. Should note the organic search traffic source and check for message match with search intent. Should cross-reference ab-test-setup skill for proper test implementation.",
+      "assertions": [
+        "Applies Feature Page CRO framework",
+        "Connects features to benefits",
+        "Suggests use cases and examples",
+        "Provides clear path to try/buy",
+        "Notes organic traffic source and search intent match",
+        "Suggests specific experiment hypotheses",
+        "Cross-references ab-test-setup skill"
+      ],
+      "files": []
+    }
+  ]
+}
@@ -1,8 +1,8 @@
 ---
 name: paid-ads
-description: "When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' 'ROAS,' 'CPA,' 'ad campaign,' 'retargeting,' 'audience targeting,' 'Google Ads,' 'Facebook ads,' 'LinkedIn ads,' 'ad budget,' 'cost per click,' 'ad spend,' or 'should I run ads.' Use this for campaign strategy, audience targeting, bidding, and optimization. For bulk ad creative generation and iteration, see ad-creative. For landing page optimization, see cro."
+description: "When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' 'ROAS,' 'CPA,' 'ad campaign,' 'retargeting,' 'audience targeting,' 'Google Ads,' 'Facebook ads,' 'LinkedIn ads,' 'ad budget,' 'cost per click,' 'ad spend,' or 'should I run ads.' Use this for campaign strategy, audience targeting, bidding, and optimization. For bulk ad creative generation and iteration, see ad-creative. For landing page optimization, see page-cro."
 metadata:
-  version: 1.1.0
+  version: 1.2.0
 ---

 # Paid Ads
@@ -245,6 +245,8 @@ Before launching campaigns, ensure proper tracking and account setup.

 **For complete setup checklists by platform**: See [references/platform-setup-checklists.md](references/platform-setup-checklists.md)

+**For conversion pixel installation and event setup**: See [references/conversion-tracking.md](references/conversion-tracking.md)
+
 ### Universal Pre-Launch Checklist
 - [ ] Conversion tracking tested with real conversion
 - [ ] Landing page loads fast (<3 sec)
@@ -302,7 +304,7 @@ For implementation, see the [tools registry](../../tools/REGISTRY.md). Key adver
 | **LinkedIn Ads** | B2B, job title targeting | - | [linkedin-ads.md](../../tools/integrations/linkedin-ads.md) |
 | **TikTok Ads** | Younger demographics, video | - | [tiktok-ads.md](../../tools/integrations/tiktok-ads.md) |

-For tracking, see also: [ga4.md](../../tools/integrations/ga4.md), [segment.md](../../tools/integrations/segment.md)
+For tracking setup, see [references/conversion-tracking.md](references/conversion-tracking.md), [ga4.md](../../tools/integrations/ga4.md), [segment.md](../../tools/integrations/segment.md)

 ---

@@ -310,6 +312,6 @@ For tracking, see also: [ga4.md](../../tools/integrations/ga4.md), [segment.md](

 - **ad-creative**: For generating and iterating ad headlines, descriptions, and creative at scale
 - **copywriting**: For landing page copy that converts ad traffic
- **analytics**: For proper conversion tracking setup
- **ab-testing**: For landing page testing to improve ROAS
- **cro**: For optimizing post-click conversion rates
+- **analytics-tracking**: For proper conversion tracking setup
+- **ab-test-setup**: For landing page testing to improve ROAS
+- **page-cro**: For optimizing post-click conversion rates
@@ -0,0 +1,361 @@
+# Conversion Tracking Setup
+
+How to set up conversion tracking pixels across ad platforms. This guide covers installation, event configuration, and validation — everything a marketer needs to ensure ad spend is properly attributed.
+
+---
+
+## Why This Matters
+
+Without conversion tracking:
+- Ad platforms can't optimize for your actual goals
+- You're flying blind on ROAS and CPA
+- Retargeting audiences can't be built
+- You'll waste budget on impressions that don't convert
+
+Get tracking right before spending a dollar on ads.
+
+---
+
+## Platform Pixels Overview
+
+| Platform | Pixel/Tag Name | Events API | Key Events |
+|----------|---------------|:----------:|------------|
+| **Google Ads** | Google tag (gtag.js) | Enhanced Conversions | purchase, sign_up, generate_lead |
+| **Meta** | Meta Pixel + CAPI | Conversions API | Purchase, Lead, ViewContent, AddToCart |
+| **LinkedIn** | Insight Tag | Conversions API | conversion (URL or event-based) |
+| **TikTok** | TikTok Pixel | Events API | Purchase, ViewContent, AddToCart, CompleteRegistration |
+| **Twitter/X** | Twitter Pixel | - | Purchase, SignUp, Download |
+
+---
+
+## Google Ads
+
+### Install the Google tag
+
+Add to every page, in `<head>`:
+
+```html
+<script async src="https://www.googletagmanager.com/gtag/js?id=AW-XXXXXXXXX"></script>
+<script>
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
+  gtag('config', 'AW-XXXXXXXXX');
+</script>
+```
+
+Replace `AW-XXXXXXXXX` with your Conversion ID from Google Ads > Tools > Conversions.
+
+### Set up conversion actions
+
+In Google Ads > Goals > Conversions > New conversion action:
+
+| Conversion | Category | Value | Count |
+|-----------|----------|-------|-------|
+| Purchase | Purchase | Dynamic (order value) | Every |
+| Sign up / Lead | Sign-up | Fixed ($X estimated value) | One |
+| Demo request | Lead | Fixed ($X estimated value) | One |
+| Free trial start | Sign-up | Fixed ($X estimated value) | One |
+
+### Fire conversion events
+
+```javascript
+// Purchase
+gtag('event', 'conversion', {
+  'send_to': 'AW-XXXXXXXXX/CONVERSION_LABEL',
+  'value': 99.00,
+  'currency': 'USD',
+  'transaction_id': 'ORDER-123'
+});
+
+// Lead / Sign up
+gtag('event', 'conversion', {
+  'send_to': 'AW-XXXXXXXXX/CONVERSION_LABEL',
+  'value': 50.00,
+  'currency': 'USD'
+});
+```
+
+### Enhanced Conversions
+
+Sends hashed first-party data (email, phone) to improve attribution after cookie restrictions. Enable in Google Ads > Goals > Settings > Enhanced conversions.
+
+```javascript
+gtag('set', 'user_data', {
+  'email': 'user@example.com',      // auto-hashed by gtag
+  'phone_number': '+11234567890'
+});
+```
+
+### Google Tag Manager alternative
+
+If using GTM instead of inline gtag.js:
+1. Install GTM container on all pages
+2. Create Google Ads conversion tags in GTM
+3. Set triggers for conversion events (form submissions, purchases)
+4. Use the Data Layer to pass dynamic values (order amount, transaction ID)
+5. Test with GTM Preview mode before publishing
+
+---
+
+## Meta (Facebook/Instagram)
+
+### Install the Meta Pixel
+
+Add to every page, in `<head>`:
+
+```html
+<script>
+  !function(f,b,e,v,n,t,s)
+  {if(f.fbq)return;n=f.fbq=function(){n.callMethod?
+  n.callMethod.apply(n,arguments):n.queue.push(arguments)};
+  if(!f._fbq)f._fbq=n;n.push=n;n.loaded=!0;n.version='2.0';
+  n.queue=[];t=b.createElement(e);t.async=!0;
+  t.src=v;s=b.getElementsByTagName(e)[0];
+  s.parentNode.insertBefore(t,s)}(window, document,'script',
+  'https://connect.facebook.net/en_US/fbevents.js');
+  fbq('init', 'YOUR_PIXEL_ID');
+  fbq('track', 'PageView');
+</script>
+```
+
+Replace `YOUR_PIXEL_ID` from Meta Events Manager.
+
+### Standard events
+
+```javascript
+// View a product or key page
+fbq('track', 'ViewContent', {
+  content_name: 'Pro Plan',
+  content_category: 'Pricing',
+  value: 29.00,
+  currency: 'USD'
+});
+
+// Lead capture (form submit, demo request)
+fbq('track', 'Lead', {
+  content_name: 'Demo Request',
+  value: 50.00,
+  currency: 'USD'
+});
+
+// Purchase
+fbq('track', 'Purchase', {
+  value: 99.00,
+  currency: 'USD',
+  content_type: 'product',
+  contents: [{ id: 'pro-plan', quantity: 1 }]
+});
+
+// Add to cart (e-commerce)
+fbq('track', 'AddToCart', {
+  content_ids: ['SKU-123'],
+  content_type: 'product',
+  value: 49.00,
+  currency: 'USD'
+});
+```
+
+### Conversions API (CAPI)
+
+Server-side tracking that works alongside the pixel. Required for accurate tracking after iOS 14+ and cookie restrictions.
+
+Set up via:
+- **Direct integration** — send events from your server to Meta's API
+- **Partner integrations** — Shopify, WooCommerce, Segment, etc. have built-in CAPI support
+- **Conversions API Gateway** — Meta's managed solution via AWS
+
+Key: send the same events from both pixel (browser) AND CAPI (server), with a shared `event_id` for deduplication.
+
+### Aggregated Event Measurement
+
+Required for iOS 14+ tracking. In Events Manager > Aggregated Event Measurement:
+1. Verify your domain
+2. Configure and prioritize your top 8 events in order of business importance
+3. Purchase should typically be #1, Lead #2
+
+---
+
+## LinkedIn
+
+### Install the Insight Tag
+
+Add to every page, before `</body>`:
+
+```html
+<script type="text/javascript">
+  _linkedin_partner_id = "YOUR_PARTNER_ID";
+  window._linkedin_data_partner_ids = window._linkedin_data_partner_ids || [];
+  window._linkedin_data_partner_ids.push(_linkedin_partner_id);
+  (function(l) {
+    if (!l){window.lintrk = function(a,b){window.lintrk.q.push([a,b])};
+    window.lintrk.q=[]}
+    var s = document.getElementsByTagName("script")[0];
+    var b = document.createElement("script");
+    b.type = "text/javascript";b.async = true;
+    b.src = "https://snap.licdn.com/li.lms-analytics/insight.min.js";
+    s.parentNode.insertBefore(b, s);})(window.lintrk);
+</script>
+```
+
+### Conversion tracking
+
+LinkedIn supports two methods:
+
+**URL-based**: Fires when someone visits a specific URL (e.g., `/thank-you`).
+Set up in Campaign Manager > Analyze > Conversion Tracking > Create Conversion.
+
+**Event-based**: Fire manually on specific actions:
+
+```javascript
+window.lintrk('track', { conversion_id: YOUR_CONVERSION_ID });
+```
+
+### LinkedIn CAPI
+
+For server-side tracking, LinkedIn offers a Conversions API. Set up via partner integrations (Segment, Tealium) or direct API calls. Deduplicates with the Insight Tag automatically when configured correctly.
+
+---
+
+## TikTok
+
+### Install the TikTok Pixel
+
+Add to every page, in `<head>`:
+
+```html
+<script>
+  !function (w, d, t) {
+    w.TiktokAnalyticsObject=t;var ttq=w[t]=w[t]||[];
+    ttq.methods=["page","track","identify","instances","debug","on","off",
+    "once","ready","alias","group","enableCookie","disableCookie","holdConsent",
+    "revokeConsent","grantConsent"],ttq.setAndDefer=function(t,e)
+    {t[e]=function(){t.push([e].concat(Array.prototype.slice.call(arguments,0)))}};
+    for(var i=0;i<ttq.methods.length;i++)ttq.setAndDefer(ttq,ttq.methods[i]);
+    ttq.instance=function(t){for(var e=ttq._i[t]||[],n=0;
+    n<ttq.methods.length;n++)ttq.setAndDefer(e,ttq.methods[n]);return e};
+    ttq.load=function(e,n){var r="https://analytics.tiktok.com/i18n/pixel/events.js",
+    o=n&&n.partner;ttq._i=ttq._i||{},ttq._i[e]=[],ttq._i[e]._u=r,
+    ttq._t=ttq._t||{},ttq._t[e]=+new Date,ttq._o=ttq._o||{},
+    ttq._o[e]=n||{};var s=document.createElement("script");
+    s.type="text/javascript",s.async=!0,s.src=r+"?sdkid="+e+"&lib="+t;
+    var a=document.getElementsByTagName("script")[0];
+    a.parentNode.insertBefore(s,a)};
+    ttq.load('YOUR_PIXEL_ID');
+    ttq.page();
+  }(window, document, 'ttq');
+</script>
+```
+
+### Standard events
+
+```javascript
+// View content
+ttq.track('ViewContent', {
+  content_id: 'pro-plan',
+  content_type: 'product',
+  content_name: 'Pro Plan',
+  value: 29.00,
+  currency: 'USD'
+});
+
+// Complete registration / sign up
+ttq.track('CompleteRegistration', {
+  content_name: 'Free Trial'
+});
+
+// Purchase
+ttq.track('Purchase', {
+  content_id: 'pro-plan',
+  content_type: 'product',
+  value: 99.00,
+  currency: 'USD',
+  quantity: 1
+});
+
+// Add to cart
+ttq.track('AddToCart', {
+  content_id: 'SKU-123',
+  content_type: 'product',
+  value: 49.00,
+  currency: 'USD'
+});
+```
+
+### Events API (server-side)
+
+TikTok's Events API works like Meta's CAPI — send the same events from your server for better attribution. Use `event_id` for deduplication with browser pixel events.
+
+### Advanced Matching
+
+Pass hashed user data for better attribution:
+
+```javascript
+ttq.identify({
+  email: 'user@example.com',       // auto-hashed
+  phone_number: '+11234567890'
+});
+```
+
+---
+
+## Validation Checklist
+
+After installing any pixel, verify before going live:
+
+### Browser-side checks
+
+- [ ] Pixel fires on every page (check via browser extension)
+- [ ] Conversion events fire at the right moment (after confirmed action, not on button click)
+- [ ] Event parameters contain correct values (currency, amount, content IDs)
+- [ ] No duplicate events firing on the same action
+- [ ] Events fire on both desktop and mobile
+
+### Platform-side checks
+
+- [ ] Events appear in the platform's event manager/diagnostics
+- [ ] Test conversions show correct values
+- [ ] Event match quality is acceptable (Meta: score > 6)
+- [ ] Server-side events are deduplicating with browser events (not double-counting)
+
+### Debugging tools
+
+| Platform | Tool |
+|----------|------|
+| Google | Google Tag Assistant, Chrome DevTools Network tab |
+| Meta | Meta Pixel Helper (Chrome extension), Events Manager Test Events |
+| LinkedIn | Insight Tag Validator in Campaign Manager |
+| TikTok | TikTok Pixel Helper (Chrome extension), Events Manager |
+| All | GTM Preview Mode (if using Google Tag Manager) |
+
+---
+
+## Common Mistakes
+
+- **Firing purchase events on button click instead of confirmed payment** — always fire on the success/thank-you page or after server confirmation
+- **Missing deduplication between pixel and server events** — without a shared `event_id`, you'll double-count conversions
+- **Not testing on mobile** — many pixels break on mobile browsers or in-app webviews
+- **Hardcoded test values** — remove test transaction amounts before going live
+- **Forgetting to exclude internal traffic** — your team's visits inflate conversion data
+- **Installing pixels without consent management** — GDPR/CCPA require user consent before firing tracking pixels in applicable regions
+- **Pixel installed but no conversion actions created** — the pixel collects data, but the ad platform won't optimize without defined conversion actions
+
+---
+
+## When to Use Server-Side Tracking
+
+Browser-only tracking is increasingly unreliable due to:
+- iOS 14+ App Tracking Transparency
+- Third-party cookie deprecation
+- Ad blockers (30%+ of tech audiences)
+
+**Use server-side (CAPI/Events API) when:**
+- Running Meta or TikTok ads (strongly recommended)
+- Your audience is tech-savvy (higher ad blocker usage)
+- You need accurate purchase/revenue attribution
+- You're spending >$5K/month on any platform
+
+**Server-side is optional when:**
+- Running Google Ads only (Enhanced Conversions covers most gaps)
+- Low ad spend / testing phase
+- B2B with LinkedIn only (Insight Tag is still reliable)
@@ -1,6 +1,6 @@
 ---
-name: paywalls
-description: When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions "paywall," "upgrade screen," "upgrade modal," "upsell," "feature gate," "convert free to paid," "freemium conversion," "trial expiration screen," "limit reached screen," "plan upgrade prompt," "in-app pricing," "free users won't upgrade," "trial to paid conversion," or "how do I get users to pay." Use this for any in-product moment where you're asking users to upgrade. Distinct from public pricing pages (see cro) — this focuses on in-product upgrade moments where the user has already experienced value. For pricing decisions, see pricing.
+name: paywall-upgrade-cro
+description: When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions "paywall," "upgrade screen," "upgrade modal," "upsell," "feature gate," "convert free to paid," "freemium conversion," "trial expiration screen," "limit reached screen," "plan upgrade prompt," "in-app pricing," "free users won't upgrade," "trial to paid conversion," or "how do I get users to pay." Use this for any in-product moment where you're asking users to upgrade. Distinct from public pricing pages (see page-cro) — this focuses on in-product upgrade moments where the user has already experienced value. For pricing decisions, see pricing-strategy.
 metadata:
  version: 1.1.0
 ---
@@ -222,6 +222,6 @@ What you've accomplished:
 ## Related Skills

 - **churn-prevention**: For cancel flows, save offers, and reducing churn post-upgrade
- **cro**: For public pricing page optimization
- **onboarding**: For driving to aha moment before upgrade
- **ab-testing**: For testing paywall variations
+- **page-cro**: For public pricing page optimization
+- **onboarding-cro**: For driving to aha moment before upgrade
+- **ab-test-setup**: For testing paywall variations
@@ -80,10 +80,10 @@
    {
      "id": 6,
      "prompt": "Can you help me optimize our public pricing page? We want more visitors to choose the Pro plan over the Basic plan.",
-      "expected_output": "Should recognize this is a public pricing page optimization task, not an in-app paywall task. Should defer to or cross-reference the cro skill for pricing page CRO. Paywall-upgrade-cro specifically handles in-app upgrade prompts for existing users, not public-facing pricing pages.",
+      "expected_output": "Should recognize this is a public pricing page optimization task, not an in-app paywall task. Should defer to or cross-reference the page-cro skill for pricing page CRO. Paywall-upgrade-cro specifically handles in-app upgrade prompts for existing users, not public-facing pricing pages.",
      "assertions": [
        "Recognizes this as public pricing page optimization",
-        "References or defers to cro skill",
+        "References or defers to page-cro skill",
        "Explains that paywall-upgrade-cro is for in-app upgrade prompts",
        "Does not attempt public pricing page optimization"
      ],
@@ -1,6 +1,6 @@
 ---
-name: popups
-description: When the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes. Also use when the user mentions "exit intent," "popup conversions," "modal optimization," "lead capture popup," "email popup," "announcement banner," "overlay," "collect emails with a popup," "exit popup," "scroll trigger," "sticky bar," or "notification bar." Use this for any overlay or interrupt-style conversion element. For forms outside of popups, see cro. For general page conversion optimization, see cro.
+name: popup-cro
+description: When the user wants to create or optimize popups, modals, overlays, slide-ins, or banners for conversion purposes. Also use when the user mentions "exit intent," "popup conversions," "modal optimization," "lead capture popup," "email popup," "announcement banner," "overlay," "collect emails with a popup," "exit popup," "scroll trigger," "sticky bar," or "notification bar." Use this for any overlay or interrupt-style conversion element. For forms outside of popups, see form-cro. For general page conversion optimization, see page-cro.
 metadata:
  version: 1.1.0
 ---
@@ -448,7 +448,7 @@ Ideas to A/B test with expected outcomes
 ## Related Skills

 - **lead-magnets**: For planning lead magnets to promote via popups
- **cro**: For optimizing the form inside the popup
- **cro**: For the page context around popups
- **emails**: For what happens after popup conversion
- **ab-testing**: For testing popup variations
+- **form-cro**: For optimizing the form inside the popup
+- **page-cro**: For the page context around popups
+- **email-sequence**: For what happens after popup conversion
+- **ab-test-setup**: For testing popup variations
@@ -81,10 +81,10 @@
    {
      "id": 6,
      "prompt": "We need to optimize the lead capture form inside our popup. It currently asks for name, email, company, and phone number. Too many fields?",
-      "expected_output": "Should recognize this overlaps with form optimization. Should defer to or cross-reference the cro skill, which handles form field optimization, layout, and conversion. May provide popup-specific context (popups need minimal fields due to fleeting attention) but should make clear that cro is the right skill for detailed form optimization.",
+      "expected_output": "Should recognize this overlaps with form optimization. Should defer to or cross-reference the form-cro skill, which handles form field optimization, layout, and conversion. May provide popup-specific context (popups need minimal fields due to fleeting attention) but should make clear that form-cro is the right skill for detailed form optimization.",
      "assertions": [
        "Recognizes overlap with form optimization",
-        "References or defers to cro skill",
+        "References or defers to form-cro skill",
        "Notes popups need minimal fields due to context",
        "Does not attempt detailed form redesign"
      ],
@@ -1,6 +1,6 @@
 ---
-name: pricing
-description: "When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'Van Westendorp,' 'willingness to pay,' 'monetization,' 'how much should I charge,' 'my pricing is wrong,' 'pricing page,' 'annual vs monthly,' 'per seat pricing,' or 'should I offer a free plan.' Use this whenever someone is figuring out what to charge or how to structure their plans. For in-app upgrade screens, see paywalls."
+name: pricing-strategy
+description: "When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase,' 'value metric,' 'Van Westendorp,' 'willingness to pay,' 'monetization,' 'how much should I charge,' 'my pricing is wrong,' 'pricing page,' 'annual vs monthly,' 'per seat pricing,' or 'should I offer a free plan.' Use this whenever someone is figuring out what to charge or how to structure their plans. For in-app upgrade screens, see paywall-upgrade-cro."
 metadata:
  version: 1.1.0
 ---
@@ -223,9 +223,9 @@ Identifies which features customers value most:
 ## Related Skills

 - **churn-prevention**: For cancel flows, save offers, and reducing revenue churn
- **cro**: For optimizing pricing page conversion
+- **page-cro**: For optimizing pricing page conversion
 - **copywriting**: For pricing page copy
 - **marketing-psychology**: For pricing psychology principles
- **ab-testing**: For testing pricing changes
+- **ab-test-setup**: For testing pricing changes
 - **revops**: For deal desk processes and pipeline pricing
 - **sales-enablement**: For proposal templates and pricing presentations
@@ -63,24 +63,24 @@
    {
      "id": 5,
      "prompt": "What pricing psychology tactics should we use on our pricing page? We want the $79 plan to be the most popular.",
-      "expected_output": "Should apply the pricing psychology section: anchoring (show the $79 plan next to a higher-priced plan), decoy effect (make the lower plan look less valuable), visual emphasis (highlight or 'recommend' the $79 plan), charm pricing ($79 vs $80), Rule of 100 (percentage discounts below $100, dollar discounts above), loss framing (show what lower plans miss). Should provide specific pricing page design recommendations. Should cross-reference cro for broader pricing page optimization.",
+      "expected_output": "Should apply the pricing psychology section: anchoring (show the $79 plan next to a higher-priced plan), decoy effect (make the lower plan look less valuable), visual emphasis (highlight or 'recommend' the $79 plan), charm pricing ($79 vs $80), Rule of 100 (percentage discounts below $100, dollar discounts above), loss framing (show what lower plans miss). Should provide specific pricing page design recommendations. Should cross-reference page-cro for broader pricing page optimization.",
      "assertions": [
        "Applies pricing psychology tactics",
        "Applies anchoring effect",
        "Applies decoy effect or visual emphasis",
        "Applies charm pricing or Rule of 100",
        "Provides specific pricing page recommendations",
-        "Cross-references cro or marketing-psychology"
+        "Cross-references page-cro or marketing-psychology"
      ],
      "files": []
    },
    {
      "id": 6,
      "prompt": "Our pricing page conversion rate is only 1.5%. Can you review the page and suggest improvements?",
-      "expected_output": "Should recognize this is a pricing page conversion optimization task, not a pricing strategy task. Should defer to or cross-reference the cro skill, which handles pricing page conversion rate optimization including plan comparison clarity, CTA optimization, and trust signals. Pricing-strategy focuses on the actual pricing decisions (what to charge, how to package), not the page design.",
+      "expected_output": "Should recognize this is a pricing page conversion optimization task, not a pricing strategy task. Should defer to or cross-reference the page-cro skill, which handles pricing page conversion rate optimization including plan comparison clarity, CTA optimization, and trust signals. Pricing-strategy focuses on the actual pricing decisions (what to charge, how to package), not the page design.",
      "assertions": [
        "Recognizes this as pricing page CRO, not pricing strategy",
-        "References or defers to cro skill",
+        "References or defers to page-cro skill",
        "Explains that pricing-strategy is about pricing decisions",
        "Does not attempt full page CRO audit"
      ],
@@ -1,5 +1,5 @@
 ---
-name: product-marketing
+name: product-marketing-context
 description: "When the user wants to create or update their product marketing context document. Also use when the user mentions 'product context,' 'marketing context,' 'set up context,' 'positioning,' 'who is my target audience,' 'describe my product,' 'ICP,' 'ideal customer profile,' or wants to avoid repeating foundational information across marketing tasks. Use this at the start of any new project before using other marketing skills — it creates `.agents/product-marketing-context.md` that all other skills reference for product, audience, and positioning context."
 metadata:
  version: 1.1.0
@@ -59,7 +59,7 @@
    {
      "id": 5,
      "prompt": "Do we have a product marketing context set up? I want to make sure the other marketing skills have context about our product.",
-      "expected_output": "Should check for .agents/product-marketing-context.md (and the older .claude/product-marketing-context.md location). Should report whether it exists and summarize its contents if found. If it doesn't exist, should offer to create one and explain why it's valuable (other skills like copywriting, cro, seo-audit check for it first). Should explain how other skills use this context document.",
+      "expected_output": "Should check for .agents/product-marketing-context.md (and the older .claude/product-marketing-context.md location). Should report whether it exists and summarize its contents if found. If it doesn't exist, should offer to create one and explain why it's valuable (other skills like copywriting, page-cro, seo-audit check for it first). Should explain how other skills use this context document.",
      "assertions": [
        "Checks both file locations",
        "Reports whether context doc exists",
@@ -235,4 +235,4 @@ Watch for: Thin content warnings, Ranking drops, Manual actions, Crawl errors
 - **seo-audit**: For auditing programmatic pages after launch
 - **schema-markup**: For adding structured data
 - **site-architecture**: For page hierarchy, URL structure, and internal linking
- **competitors**: For comparison page frameworks
+- **competitor-alternatives**: For comparison page frameworks
@@ -103,7 +103,7 @@ Beyond mixing and matching data point permutations, these are the proven playboo

 **URL structure**: `/compare/[x]-vs-[y]/` or `/[x]-vs-[y]/`

-*See also: competitors skill for detailed frameworks*
+*See also: competitor-alternatives skill for detailed frameworks*

 ---

@@ -1,6 +1,6 @@
 ---
-name: referrals
-description: "When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of mouth,' 'viral loop,' 'refer a friend,' 'partner program,' 'referral incentive,' 'how to get referrals,' 'customers referring customers,' or 'affiliate payout.' Use this whenever someone wants existing users or partners to bring in new customers. For launch-specific virality, see launch."
+name: referral-program
+description: "When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of mouth,' 'viral loop,' 'refer a friend,' 'partner program,' 'referral incentive,' 'how to get referrals,' 'customers referring customers,' or 'affiliate payout.' Use this whenever someone wants existing users or partners to bring in new customers. For launch-specific virality, see launch-strategy."
 metadata:
  version: 1.1.0
 ---
@@ -251,7 +251,7 @@ For implementation, see the [tools registry](../../tools/REGISTRY.md). Key tools

 ## Related Skills

- **launch**: For launching referral program effectively
- **emails**: For referral nurture campaigns
+- **launch-strategy**: For launching referral program effectively
+- **email-sequence**: For referral nurture campaigns
 - **marketing-psychology**: For understanding referral motivation
- **analytics**: For tracking referral attribution
+- **analytics-tracking**: For tracking referral attribution
@@ -1,6 +1,6 @@
 ---
 name: revops
-description: "When the user wants help with revenue operations, lead lifecycle management, or marketing-to-sales handoff processes. Also use when the user mentions 'RevOps,' 'revenue operations,' 'lead scoring,' 'lead routing,' 'MQL,' 'SQL,' 'pipeline stages,' 'deal desk,' 'CRM automation,' 'marketing-to-sales handoff,' 'data hygiene,' 'leads aren't getting to sales,' 'pipeline management,' 'lead qualification,' or 'when should marketing hand off to sales.' Use this for anything involving the systems and processes that connect marketing to revenue. For cold outreach emails, see cold-email. For email drip campaigns, see emails. For pricing decisions, see pricing."
+description: "When the user wants help with revenue operations, lead lifecycle management, or marketing-to-sales handoff processes. Also use when the user mentions 'RevOps,' 'revenue operations,' 'lead scoring,' 'lead routing,' 'MQL,' 'SQL,' 'pipeline stages,' 'deal desk,' 'CRM automation,' 'marketing-to-sales handoff,' 'data hygiene,' 'leads aren't getting to sales,' 'pipeline management,' 'lead qualification,' or 'when should marketing hand off to sales.' Use this for anything involving the systems and processes that connect marketing to revenue. For cold outreach emails, see cold-email. For email drip campaigns, see email-sequence. For pricing decisions, see pricing-strategy."
 metadata:
  version: 1.1.0
 ---
@@ -338,8 +338,8 @@ For implementation, see the [tools registry](../../tools/REGISTRY.md). Key RevOp
 ## Related Skills

 - **cold-email**: For outbound prospecting emails
- **emails**: For lifecycle and nurture email flows
- **pricing**: For pricing decisions and packaging
- **analytics**: For tracking pipeline metrics and attribution
- **launch**: For go-to-market launch planning
+- **email-sequence**: For lifecycle and nurture email flows
+- **pricing-strategy**: For pricing decisions and packaging
+- **analytics-tracking**: For tracking pipeline metrics and attribution
+- **launch-strategy**: For go-to-market launch planning
 - **sales-enablement**: For sales collateral, decks, and objection handling
@@ -1,6 +1,6 @@
 ---
 name: sales-enablement
-description: "When the user wants to create sales collateral, pitch decks, one-pagers, objection handling docs, or demo scripts. Also use when the user mentions 'sales deck,' 'pitch deck,' 'one-pager,' 'leave-behind,' 'objection handling,' 'deal-specific ROI analysis,' 'demo script,' 'talk track,' 'sales playbook,' 'proposal template,' 'buyer persona card,' 'help my sales team,' 'sales materials,' or 'what should I give my sales reps.' Use this for any document or asset that helps a sales team close deals. For competitor comparison pages and battle cards, see competitors. For marketing website copy, see copywriting. For cold outreach emails, see cold-email."
+description: "When the user wants to create sales collateral, pitch decks, one-pagers, objection handling docs, or demo scripts. Also use when the user mentions 'sales deck,' 'pitch deck,' 'one-pager,' 'leave-behind,' 'objection handling,' 'deal-specific ROI analysis,' 'demo script,' 'talk track,' 'sales playbook,' 'proposal template,' 'buyer persona card,' 'help my sales team,' 'sales materials,' or 'what should I give my sales reps.' Use this for any document or asset that helps a sales team close deals. For competitor comparison pages and battle cards, see competitor-alternatives. For marketing website copy, see copywriting. For cold outreach emails, see cold-email."
 metadata:
  version: 1.1.0
 ---
@@ -351,9 +351,9 @@ For partner sales enablement, see the [tools registry](../../tools/REGISTRY.md):

 ## Related Skills

- **competitors**: For public-facing comparison and alternative pages
+- **competitor-alternatives**: For public-facing comparison and alternative pages
 - **copywriting**: For marketing website copy
 - **cold-email**: For outbound prospecting emails
 - **revops**: For lead lifecycle, scoring, routing, and pipeline management
- **pricing**: For pricing decisions and packaging
+- **pricing-strategy**: For pricing decisions and packaging
 - **product-marketing-context**: For foundational positioning and messaging
@@ -1,5 +1,5 @@
 ---
-name: schema
+name: schema-markup
 description: When the user wants to add, fix, or optimize schema markup and structured data on their site. Also use when the user mentions "schema markup," "structured data," "JSON-LD," "rich snippets," "schema.org," "FAQ schema," "product schema," "review schema," "breadcrumb schema," "Google rich results," "knowledge panel," "star ratings in search," or "add structured data." Use this whenever someone wants their pages to show enhanced results in Google. For broader SEO issues, see seo-audit. For AI search optimization, see ai-seo.
 metadata:
  version: 1.1.0
@@ -2,7 +2,7 @@
 name: seo-audit
 description: When the user wants to audit, review, or diagnose SEO issues on their site. Also use when the user mentions "SEO audit," "technical SEO," "why am I not ranking," "SEO issues," "on-page SEO," "meta tags review," "SEO health check," "my traffic dropped," "lost rankings," "not showing up in Google," "site isn't ranking," "Google update hit me," "page speed," "core web vitals," "crawl errors," or "indexing issues." Use this even if the user just says something vague like "my SEO is bad" or "help with SEO" — start with an audit. For building pages at scale to target keywords, see programmatic-seo. For adding structured data, see schema-markup. For AI search optimization, see ai-seo.
 metadata:
-  version: 1.1.0
+  version: 1.2.0
 ---

 # SEO Audit
@@ -155,6 +155,80 @@ Reporting "no schema found" based solely on `web_fetch` or `curl` leads to false

 ---

+## International SEO & Localization
+
+Check when the site serves multiple languages or regions. Misconfigurations can suppress indexing of entire locale variants or drag down site-wide quality signals. See [International SEO reference](references/international-seo.md) for evidence and source URLs.
+
+### Hreflang
+
+Three equivalent placement methods: HTML `<link>` in `<head>`, HTTP `Link` headers, XML sitemap `<xhtml:link>`. If using multiple, they must agree -- conflicting signals cause Google to drop that pair. For 10+ locales, prefer sitemap-based (no page weight, no per-request cost).
+
+**Check for:**
+- Self-referencing entry on every page (page must include itself in the hreflang set)
+- Reciprocal links (if A points to B, B must point back to A -- or both are ignored)
+- Valid codes: ISO 639-1 language + optional ISO 3166-1 Alpha 2 region (e.g., `en`, `en-GB` -- never `en-UK`)
+- `x-default` present, pointing to fallback page (language selector or default locale)
+- All target URLs return 200, are indexable, and match their canonical URL
+- No duplicate language-region codes pointing to different URLs
+
+**Common errors:** Missing self-referencing entry (all hreflang ignored). No return tag / one-directional (pair dropped). Invalid codes like `en-UK` (use `en-GB`). Hreflang target is non-canonical, 404, or blocked (cluster discarded). HTML and sitemap annotations disagree (conflicting pair dropped).
+
+**At scale:** `<xhtml:link>` children don't count toward 50K URL sitemap limit, but the 50MB file size limit becomes the bottleneck (plan 2K-5K URLs per file with full hreflang). Focus hreflang on pages receiving wrong-language traffic -- not required on every page. For Bing: supplement with `<html lang>` and `<meta http-equiv="content-language">` (Bing treats hreflang as a weak signal).
+
+### Canonicalization for Multilingual Sites
+
+- Each locale page must self-canonical (e.g., `/ar/page` canonicals to `/ar/page`)
+- Never cross-locale canonical (French to English) -- suppresses the non-canonical locale entirely
+- Canonical URL must appear in the hreflang set -- if not, all hreflang is ignored
+- Canonical overrides hreflang when they conflict
+- Protocol/domain must be consistent across canonical, hreflang, and sitemap (`https` + same domain variant)
+- Paginated locale pages: self-referencing canonical per page (never canonical page 2+ to page 1)
+
+**Common mistakes:** all locales canonical to English (kills indexing), canonical URL not in hreflang set (silently ignored), protocol mismatch between canonical and hreflang, CMS setting deep page canonical to homepage.
+
+### International Sitemaps
+
+**Check for:**
+- `xmlns:xhtml` namespace on `<urlset>`, each `<url>` includes `<xhtml:link>` for all locales including itself
+- `x-default` alternate included; all URLs absolute (full protocol + domain)
+- Sitemap index in Search Console and robots.txt; split by content type, not by locale
+
+**Next.js caveat:** `alternates.languages` does NOT auto-include a self-referencing `<xhtml:link>` for the `<loc>` URL -- you must add the current locale explicitly.
+
+### Locale URL Structure
+
+**Recommended:** Subdirectories (`/en/`, `/ar/`). **Acceptable:** Subdomains or ccTLDs. **Not recommended:** URL parameters (`?lang=en`).
+
+**Check for:**
+- Consistent locale prefix strategy; all locales prefixed (hiding locale from URLs prevents Google from distinguishing versions)
+- Root URL handled as `x-default` with redirect, or serves default locale content
+- No IP/Accept-Language content negotiation (Googlebot: US IPs, no Accept-Language header)
+- Trailing slash + case consistency across locale paths, canonicals, hreflang, and sitemaps
+- 301 redirects from non-canonical format to canonical
+
+**Note:** Google's International Targeting report in Search Console is deprecated. Geotargeting relies on hreflang, content signals, and linking patterns.
+
+### Content Quality Across Locales
+
+**Translation quality:**
+- AI-translated content is not inherently spam (Google's 2025 stance), but scaled low-value translations can trigger scaled content abuse policy
+- Google uses visible content to determine language -- translate ALL page content (title, description, headings, body), not just boilerplate
+- Translating only template/nav while main content stays in original language creates duplicates
+
+**Thin locale pages:**
+- Helpful content system is site-wide -- many thin locale pages can suppress rankings for strong pages too
+- Don't noindex thin locales (wastes crawl budget) or cross-locale canonical (conflicts with hreflang)
+- Best approach: don't create locale pages you cannot make genuinely helpful
+
+**Check for:**
+- All locale pages have fully translated main content (not just UI chrome)
+- No near-identical content across locales ("Duplicate, Google chose different canonical" in GSC)
+- Hreflang only for locales with genuine content and search demand
+- Localized signals: currency, phone format, addresses where applicable
+- Broken hreflang links (404s, redirects) waste crawl budget AND invalidate hreflang clusters
+
+---
+
 ## On-Page SEO Audit

 ### Title Tags
@@ -164,7 +238,7 @@ Reporting "no schema found" based solely on `web_fetch` or `curl` leads to false
 - Primary keyword near beginning
 - 50-60 characters (visible in SERP)
 - Compelling and click-worthy
- No brand name placement (SERPs include brand name above title already)
+- Brand name placement (end, usually)

 **Common issues:**
 - Duplicate titles
@@ -325,6 +399,16 @@ Reporting "no schema found" based solely on `web_fetch` or `curl` leads to false
 - Poor internal linking
 - Missing author pages

+### Multilingual / Multi-Regional Sites
+- Hreflang errors (missing return tags, invalid codes, no self-reference)
+- Canonical conflicting with hreflang (cross-locale canonical suppresses indexing)
+- Thin locale pages dragging down site-wide quality signal
+- Only boilerplate translated, main content identical across locales
+- No x-default fallback declared
+- Sitemap missing hreflang alternates or missing reciprocal entries
+- IP-based redirects hiding content from Googlebot
+- Framework locale mode hiding locale from URLs
+
 ### Local Business
 - Inconsistent NAP
 - Missing local schema
@@ -368,6 +452,7 @@ Same format as above
 ## References

 - [AI Writing Detection](references/ai-writing-detection.md): Common AI writing patterns to avoid (em dashes, overused phrases, filler words)
+- [International SEO](references/international-seo.md): Evidence and sources for hreflang, canonical + i18n, sitemaps, URL structure, and content quality across locales
 - For AI search optimization (AEO, GEO, LLMO, AI Overviews), see the **ai-seo** skill

 ---
@@ -408,5 +493,5 @@ Same format as above
 - **programmatic-seo**: For building SEO pages at scale
 - **site-architecture**: For page hierarchy, navigation design, and URL structure
 - **schema-markup**: For implementing structured data
- **cro**: For optimizing pages for conversion (not just ranking)
- **analytics**: For measuring SEO performance
+- **page-cro**: For optimizing pages for conversion (not just ranking)
+- **analytics-tracking**: For measuring SEO performance
@@ -0,0 +1,230 @@
+# International SEO: Evidence & Sources
+
+Detailed evidence backing the International SEO & Localization section of the SEO Audit skill. Organized by topic with source URLs and key quotes.
+
+---
+
+## Hreflang
+
+### Placement Methods
+
+Google supports three equivalent methods: HTML `<link>` in `<head>`, HTTP `Link` headers, and XML sitemap `<xhtml:link>` elements. Google confirmed no method is prioritized over another.
+
+Google combines signals from both HTML and sitemaps. If the same language-region pair points to different URLs across methods, Google drops that pair rather than guessing.
+
+- [Google Search Central: Localized Versions](https://developers.google.com/search/docs/specialty/international/localized-versions)
+- [SEJ: Google Combines Hreflang Signals](https://www.searchenginejournal.com/google-combines-hreflang-signals-from-html-sitemaps/389219/)
+
+### Reciprocal Requirement
+
+Google's docs: "If page X links to page Y, page Y must link back to page X. If not, those annotations may be ignored or not interpreted correctly."
+
+Every page must include itself (self-referencing) in the hreflang set. Missing self-referencing is the #1 error found by Semrush audits. A study of 374,756 domains found 67% of hreflang implementations had issues.
+
+- [Google Search Central: Localized Versions](https://developers.google.com/search/docs/specialty/international/localized-versions)
+- [Semrush: 9 Common Hreflang Errors](https://www.semrush.com/blog/hreflang-errors/)
+- [SE Land: 31% of International Websites Contain Hreflang Errors](https://searchengineland.com/study-31-of-international-websites-contain-hreflang-errors-395161)
+
+### x-default
+
+Introduced April 2013. Designates the fallback page for users whose language/region matches no declared variant. Can point to the same URL as one of the language-specific alternates. Must be included in the complete set of annotations on every variant page.
+
+- [Google Blog: x-default hreflang](https://developers.google.com/search/blog/2013/04/x-default-hreflang-for-international-pages)
+- [Google Blog: How x-default can help you (2023)](https://developers.google.com/search/blog/2023/05/x-default)
+
+### Language & Region Codes
+
+Language: ISO 639-1 (2-letter). Region: ISO 3166-1 Alpha 2 (2-letter). Format: `language[-script][-region]`.
+
+You cannot specify a region code alone. Common mistakes: `en-UK` (should be `en-GB`), `es-419` (not ISO 3166-1). A study found 8.9% of sites using hreflang contain invalid language codes.
+
+- [Google Search Central: Localized Versions](https://developers.google.com/search/docs/specialty/international/localized-versions)
+- [SE Land: 31% Study](https://searchengineland.com/study-31-of-international-websites-contain-hreflang-errors-395161)
+
+### Hreflang at Scale (20+ locales)
+
+With 20 locales, HTML `<head>` hreflang adds ~1.5KB per page for zero user benefit. Sitemap-based hreflang has zero runtime performance impact. `<xhtml:link>` child elements do NOT count toward the 50,000 URL sitemap limit (only `<loc>` elements count).
+
+John Mueller recommends focusing hreflang on pages receiving wrong-language traffic, not every page: "I wouldn't do it for any of the other pages of the site because it's so complex & hard to manage."
+
+- [SERoundtable: Child Elements Don't Count](https://www.seroundtable.com/google-child-elements-dont-count-towards-sitemap-url-limit-34377.html)
+- [SERoundtable: Where To Focus Hreflang](https://www.seroundtable.com/using-hreflang-34127.html)
+- [Yoast: hreflang Ultimate Guide](https://yoast.com/hreflang-ultimate-guide/)
+
+### Google vs Bing
+
+Bing treats hreflang as a "weak signal." Bing relies on `content-language` meta tag, HTML `lang` attribute, ccTLDs, and server location. Yandex supports hreflang like Google.
+
+For both engines: implement hreflang (Google/Yandex) + `<html lang="...">` + `<meta http-equiv="content-language">` (Bing).
+
+- [Digital Ready Marketing: Bing Doesn't Use Hreflang](https://digitalreadymarketing.com/bing-doesnt-use-hreflang-annotation-what-does-it-use/)
+- [Yoast: hreflang Ultimate Guide](https://yoast.com/hreflang-ultimate-guide/)
+
+---
+
+## Canonicalization & i18n
+
+### Self-Referencing Canonicals
+
+Each locale page must canonical to itself. John Mueller: "Don't use a rel=canonical across languages/countries, only use it on a per-country/language basis."
+
+Google's docs: "Specify a canonical page in the same language, or the best possible substitute language if a canonical doesn't exist for the same language."
+
+- [John Mueller: hreflang canonical](https://johnmu.com/hreflang-canonical/)
+- [Google: Consolidate Duplicate URLs](https://developers.google.com/search/docs/crawling-indexing/consolidate-duplicate-urls)
+
+### Canonical Overrides Hreflang
+
+Mueller: "If your canonical is pointing somewhere else, Google will follow that and ignore your hreflang annotation." The canonical URL must be one of the URLs in the hreflang set, or all hreflang markup is ignored.
+
+Google also states: "Google prefers URLs that are part of hreflang clusters for canonicalization" -- when signals align, hreflang strengthens canonical selection.
+
+- [John Mueller: hreflang canonical](https://johnmu.com/hreflang-canonical/)
+- [SEJ: Hreflang Tags Are Hints](https://www.searchenginejournal.com/google-reminds-that-hreflang-tags-are-hints-not-directives/546428/)
+- [Google: Consolidate Duplicate URLs](https://developers.google.com/search/docs/crawling-indexing/consolidate-duplicate-urls)
+
+### Near-Duplicate Regional Variants
+
+Mueller (2023 Office Hours): "If the content is completely the same, and we can't tell any difference, then for simplicity and user experience we may just show one version -- even if hreflang is present."
+
+Google's duplicate detection runs BEFORE hreflang evaluation. To keep both versions indexed, you need substantive content differences beyond currency symbols.
+
+- [International Web Mastery: Same-Language Duplicate Pages](https://internationalwebmastery.com/blog/how-google-handles-canonicalization-of-same-language-duplicate-near-duplicate-pages/)
+- [Google: Managing Multi-Regional Sites](https://developers.google.com/search/docs/specialty/international/managing-multi-regional-sites)
+
+### Pagination Across Locales
+
+Google: "Don't use the first page of a paginated sequence as the canonical page. Instead, give each page its own canonical URL." Each paginated page in each locale gets self-referencing canonical. `rel="next/prev"` deprecated March 2019.
+
+- [Google: Pagination Best Practices](https://developers.google.com/search/docs/specialty/ecommerce/pagination-and-incremental-page-loading)
+
+---
+
+## International Sitemaps
+
+### Structure
+
+Each `<url>` entry includes `<xhtml:link>` alternates for every locale. Requires `xmlns:xhtml="http://www.w3.org/1999/xhtml"` namespace.
+
+Split sitemaps by content type, not by locale. Splitting by locale creates maintenance problems because every locale sitemap must reference every other locale (reciprocal requirement).
+
+- [Google Search Central: Localized Versions](https://developers.google.com/search/docs/specialty/international/localized-versions)
+- [Lumar: How Google Handles Hreflang](https://www.lumar.io/office-hours/hreflang/)
+
+### Size Limits
+
+50,000 URLs / 50MB uncompressed per sitemap. Only `<loc>` elements count toward the 50K limit. But with 20 hreflang alternates per entry, the 50MB file size limit becomes the bottleneck. Plan for 2,000-5,000 URLs per sitemap when using full hreflang.
+
+- [Google: Build and Submit a Sitemap](https://developers.google.com/search/docs/crawling-indexing/sitemaps/build-sitemap)
+- [SERoundtable: Sitemap 50,000 Limit](https://www.seroundtable.com/google-sitemap-50-000-limit-based-on-location-urls-not-alternative-urls-33843.html)
+
+### Submission
+
+Submit the sitemap index in Search Console AND reference it in robots.txt. Individual child sitemaps can be submitted separately for per-sitemap reporting.
+
+- [Google: Build and Submit a Sitemap](https://developers.google.com/search/docs/crawling-indexing/sitemaps/build-sitemap)
+
+### Next.js Caveat
+
+Next.js `alternates.languages` does NOT automatically include a self-referencing `<xhtml:link>` for the `<loc>` URL. You must explicitly include the `<loc>` URL's own language in the `languages` object.
+
+- [Next.js Docs: sitemap.xml](https://nextjs.org/docs/app/api-reference/file-conventions/metadata/sitemap)
+
+---
+
+## URL Structure
+
+### Strategies Compared
+
+Google treats subdirectories and subdomains equivalently. Mueller: "From our point of view...they say subdomains and subdirectories are essentially equivalent."
+
+URL parameters (`?lang=en`) are explicitly "Not recommended" per Google docs.
+
+- [Google: Managing Multi-Regional Sites](https://developers.google.com/search/docs/specialty/international/managing-multi-regional-sites)
+
+### Default Language
+
+Mueller recommends: set `/` as x-default, put each language in its own prefix. Without marking `/` as x-default, "to Google it can look like '/' is a separate page from the others."
+
+- [Google Blog: x-default](https://developers.google.com/search/blog/2023/05/x-default)
+- [Google Blog: Creating the Right Homepage](https://developers.google.com/search/blog/2014/05/creating-right-homepage-for-your)
+
+### Content Negotiation / IP Redirects
+
+Google strongly advises against locale-adaptive pages. Googlebot crawls from US IPs and does not send Accept-Language headers. Separate URLs + hreflang are required.
+
+- [Google: Locale-Adaptive Pages](https://developers.google.com/search/docs/specialty/international/locale-adaptive-pages)
+
+### Trailing Slash Consistency
+
+Mueller: trailing slash is "a significant part of the URL and will change the URL if it's there or not." Pick one format for all locale paths, internal links, canonicals, hreflang, and sitemaps.
+
+Mueller (2025): "Consistency is the biggest technical SEO factor."
+
+- [SERoundtable: Consistency Is The Biggest Technical SEO Factor](https://www.seroundtable.com/google-consistency-seo-40427.html)
+
+### Search Console Geotargeting
+
+The International Targeting report is deprecated. Google now relies entirely on hreflang, content language analysis, and linking patterns. You can add subdirectory properties for per-locale reporting.
+
+- [Google Support: International Targeting Deprecated](https://support.google.com/webmasters/answer/12474899?hl=en)
+
+### Framework Locale Modes
+
+Use `localePrefix: 'always'` (next-intl) or equivalent. Never hide locale from URLs -- Google needs unique URLs per language. Using `'never'` mode disables alternate links entirely.
+
+- [next-intl: Routing Configuration](https://next-intl.dev/docs/routing/configuration)
+- [Next.js Discussion #18419](https://github.com/vercel/next.js/discussions/18419)
+
+---
+
+## Content Quality Across Locales
+
+### Auto-Translated Content (2025 Stance)
+
+Google removed longstanding guidance advising against auto-translated content in mid-2025. Current stance: "Our policies do not strictly define content that has been translated by AI as spam." The scaled content abuse policy mentions translation as a possible vector, but does not ban it.
+
+Reddit scaled AI translations to 35+ languages with Google's knowledge. The key distinction is intent and quality, not the method.
+
+- [Google Spam Policies](https://developers.google.com/search/docs/essentials/spam-policies)
+- [Glenn Gabe: Auto-Translating Content](https://www.gsqi.com/marketing-blog/auto-translating-content-google-scaled-content-abuse/)
+- [SE Land: Reddit AI Translations](https://searchengineland.com/google-comments-on-reddits-use-of-ai-to-translate-its-pages-456908)
+
+### Thin Locale Pages
+
+Google: "Localized versions of a page are only considered duplicates if the main content of the page remains untranslated." Pages with only translated boilerplate get clustered as duplicates.
+
+Do NOT use noindex for unwanted locale pages (wastes crawl budget). Do NOT canonical cross-locale (conflicts with hreflang). Best approach: don't create locale pages you can't make genuinely helpful.
+
+- [Google: Localized Versions](https://developers.google.com/search/docs/specialty/international/localized-versions)
+- [Google: Crawl Budget Management](https://developers.google.com/search/docs/crawling-indexing/large-site-managing-crawl-budget)
+
+### Helpful Content System Impact
+
+Merged into core ranking March 2024. Site-wide signal: "any content -- not just unhelpful content -- on sites determined to have relatively high amounts of unhelpful content overall is less likely to perform well in Search."
+
+Low-quality translated pages can drag down the entire site. This is the strongest argument against creating locale pages that aren't genuinely helpful.
+
+- [Google Blog: Helpful Content Update](https://developers.google.com/search/blog/2022/08/helpful-content-update)
+- [Amsive: What Changed in 2024](https://www.amsive.com/insights/seo/googles-helpful-content-update-ranking-system-what-happened-and-what-changed-in-2024/)
+
+### Partial Translation
+
+Google: "Translating only the boilerplate text of your pages while keeping the bulk of your content in a single language...can create a bad user experience." Google uses visible content (not lang attribute) to determine page language.
+
+Translate ALL content on a page if you create a locale version. Untranslated metadata (title, description) in the wrong language reduces CTR.
+
+- [Google: Managing Multi-Regional Sites](https://developers.google.com/search/docs/specialty/international/managing-multi-regional-sites)
+
+### Crawl Budget
+
+Only a concern for 1M+ pages or 10K+ pages changing daily. But alternate URLs (hreflang targets) do consume crawl budget. Broken hreflang links waste budget AND invalidate signals.
+
+- [Google: Crawl Budget Management](https://developers.google.com/search/docs/crawling-indexing/large-site-managing-crawl-budget)
+- [Google Blog: Crawl Budget](https://developers.google.com/search/blog/2017/01/what-crawl-budget-means-for-googlebot)
+
+### Locale-Specific Signals
+
+Google identifies audience via: "local addresses and phone numbers on the pages, the use of local language and currency, links from other local sites, or signals from your Business Profile."
+
+- [Google: Managing Multi-Regional Sites](https://developers.google.com/search/docs/specialty/international/managing-multi-regional-sites)
@@ -1,6 +1,6 @@
 ---
-name: signup
-description: When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions "signup conversions," "registration friction," "signup form optimization," "free trial signup," "reduce signup dropoff," "account creation flow," "people aren't signing up," "signup abandonment," "trial conversion rate," "nobody completes registration," "too many steps to sign up," or "simplify our signup." Use this whenever the user has a signup or registration flow that isn't performing. For post-signup onboarding, see onboarding. For lead capture forms (not account creation), see cro.
+name: signup-flow-cro
+description: When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions "signup conversions," "registration friction," "signup form optimization," "free trial signup," "reduce signup dropoff," "account creation flow," "people aren't signing up," "signup abandonment," "trial conversion rate," "nobody completes registration," "too many steps to sign up," or "simplify our signup." Use this whenever the user has a signup or registration flow that isn't performing. For post-signup onboarding, see onboarding-cro. For lead capture forms (not account creation), see form-cro.
 metadata:
  version: 1.1.0
 ---
@@ -353,7 +353,7 @@ Organized by:

 ## Related Skills

- **onboarding**: For optimizing what happens after signup
- **cro**: For non-signup forms (lead capture, contact)
- **cro**: For the landing page leading to signup
- **ab-testing**: For testing signup flow changes
+- **onboarding-cro**: For optimizing what happens after signup
+- **form-cro**: For non-signup forms (lead capture, contact)
+- **page-cro**: For the landing page leading to signup
+- **ab-test-setup**: For testing signup flow changes
@@ -33,7 +33,7 @@
    {
      "id": 3,
      "prompt": "our signup form is just email and password but we still only get 35% of visitors to complete it. what else could be wrong?",
-      "expected_output": "Should trigger on casual phrasing. Should investigate beyond just form fields since the form is already minimal. Should apply trust and friction reduction guidance: is there a 'No credit card required' message? Privacy assurance? Testimonial near the form? Should check form-level issues: error handling, password requirements clarity, submit button copy. Should also look at pre-form factors: is the value proposition clear? Is the page optimized? (cross-reference cro). Should provide diagnostic checklist and recommendations.",
+      "expected_output": "Should trigger on casual phrasing. Should investigate beyond just form fields since the form is already minimal. Should apply trust and friction reduction guidance: is there a 'No credit card required' message? Privacy assurance? Testimonial near the form? Should check form-level issues: error handling, password requirements clarity, submit button copy. Should also look at pre-form factors: is the value proposition clear? Is the page optimized? (cross-reference page-cro). Should provide diagnostic checklist and recommendations.",
      "assertions": [
        "Triggers on casual phrasing",
        "Investigates beyond form fields",
@@ -352,6 +352,6 @@ Mermaid diagram showing page relationships and navigation zones. Use `graph TD`
 - **content-strategy**: For planning what content to create and topic clusters
 - **programmatic-seo**: For building SEO pages at scale with templates and data
 - **seo-audit**: For technical SEO, on-page optimization, and indexation issues
- **cro**: For optimizing individual pages for conversion
+- **page-cro**: For optimizing individual pages for conversion
 - **schema-markup**: For implementing breadcrumb and site navigation structured data
- **competitors**: For comparison page frameworks and URL patterns
+- **competitor-alternatives**: For comparison page frameworks and URL patterns
@@ -1,8 +1,8 @@
 ---
-name: social
-description: "When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn post,' 'Twitter thread,' 'social media,' 'content calendar,' 'social scheduling,' 'engagement,' 'viral content,' 'what should I post,' 'repurpose this content,' 'tweet ideas,' 'LinkedIn carousel,' 'social media strategy,' or 'grow my following.' Use this for any social media content creation, repurposing, or scheduling task. For broader content strategy, see content-strategy."
+name: social-content
+description: "When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn post,' 'Twitter thread,' 'social media,' 'content calendar,' 'social scheduling,' 'engagement,' 'viral content,' 'what should I post,' 'repurpose this content,' 'tweet ideas,' 'LinkedIn carousel,' 'social media strategy,' 'grow my following,' 'TikTok video,' 'Reels,' 'Shorts,' 'video script,' 'video hook,' 'short-form video,' or 'create a reel.' Use this for social media content creation, repurposing, scheduling, and short-form video scripting. For broader content strategy, see content-strategy. For paid video ads, see ad-creative."
 metadata:
-  version: 1.1.0
+  version: 1.3.0
 ---

 # Social Content
@@ -49,6 +49,7 @@ Gather this context (ask if not provided):
 | Facebook | Communities, local businesses | 1-2x/day | Groups, native video |

 **For detailed platform strategies**: See [references/platforms.md](references/platforms.md)
+
 **For hashtag limits and character counts**: See [references/platform-limits.md](references/platform-limits.md)

 ---
@@ -108,7 +109,7 @@ The first line determines whether anyone reads the rest.

 ## Content Repurposing System

-Turn one piece of content into many:
+Turn one piece of content into many. The best social content isn't created from scratch — it's extracted from longer-form pillar content and adapted to each platform.

 ### Blog Post → Social Content

@@ -120,13 +121,61 @@ Turn one piece of content into many:
 | Instagram | Carousel with visuals |
 | Instagram | Reel summarizing the post |

+### Podcast / Video → Social Content
+
+Extract "content atoms" — self-contained moments from any long-form content that work on their own:
+
+| Atom Type | What to Look For | Best Platform |
+|-----------|-----------------|---------------|
+| Quotable moment | A bold claim, hot take, or memorable line (15-60 sec) | Twitter/X, LinkedIn, TikTok |
+| Story arc | A complete mini-story with setup, conflict, resolution (60-90 sec) | Instagram Reels, TikTok, YouTube Shorts |
+| Tactical tip | A specific how-to or framework explained clearly (30-60 sec) | LinkedIn, YouTube Shorts |
+| Controversial take | A contrarian opinion that sparks debate | Twitter/X, LinkedIn |
+| Data/stat callout | A surprising number or research finding | LinkedIn carousel, Twitter/X |
+| Behind-the-scenes | Authentic, unpolished moments | Instagram Stories, TikTok |
+
+**Podcast repurposing workflow:**
+1. **Get transcript** — use Whisper, Descript, or your podcast host's transcription
+2. **Mark timestamps** — flag the 5-10 best moments while listening or scanning transcript
+3. **Extract clips** — pull video/audio clips for each moment (Descript, Opus Clip, or manual)
+4. **Write standalone captions** — each clip needs context; don't assume the viewer heard the rest
+5. **Add subtitles** — most social video is watched without sound
+6. **Schedule across 1-2 weeks** — spread a single episode across multiple posts
+
+**Per episode, aim for:**
+- 3-5 short video clips or audiograms (15-60 sec) for Reels/TikTok/Shorts
+- 1-2 LinkedIn text posts from key insights
+- 1 Twitter/X thread of takeaways
+- 1 carousel summarizing the main framework or list
+- 1 newsletter section or blog post from the best segment
+
+### Webinar / Live Event → Social Content
+
+| Extract | Format |
+|---------|--------|
+| Key slides with commentary | LinkedIn carousel |
+| Q&A highlights | Twitter/X thread |
+| Speaker quotes | Quote graphics for Instagram/LinkedIn |
+| Audience reactions/poll results | Engagement posts |
+| Full recording → short clips | Reels, TikTok, Shorts |
+
+### Newsletter → Social Content
+
+| Extract | Format |
+|---------|--------|
+| Main insight | LinkedIn post |
+| Curated links with commentary | Twitter/X thread |
+| Data or stat | Quote graphic |
+| Hot take or opinion | Twitter/X post, LinkedIn |
+
 ### Repurposing Workflow

-1. **Create pillar content** (blog, video, podcast)
-2. **Extract key insights** (3-5 per piece)
-3. **Adapt to each platform** (format and tone)
-4. **Schedule across the week** (spread distribution)
-5. **Update and reshare** (evergreen content can repeat)
+1. **Create pillar content** (blog, video, podcast, webinar, newsletter)
+2. **Extract content atoms** (5-10 per piece — quotes, stories, tips, data)
+3. **Adapt to each platform** (format, length, and tone)
+4. **Write standalone captions** (each post must work without context)
+5. **Schedule across the week** (spread distribution, don't dump all at once)
+6. **Update and reshare** (evergreen content can repeat every 3-6 months)

 ---

@@ -260,6 +309,87 @@ Instead of guessing, analyze what's working for top creators in your niche:

 ---

+## Short-Form Video (TikTok, Reels, Shorts)
+
+Short-form video is the highest-reach format on every major platform. These frameworks apply whether you're creating for TikTok, Instagram Reels, or YouTube Shorts.
+
+### Platform Specs
+
+| Platform | Optimal Length | Aspect Ratio | Key Difference |
+|----------|---------------|--------------|----------------|
+| TikTok | 15-60 sec | 9:16 | Trending sounds, raw/authentic feel |
+| Reels | 15-30 sec | 9:16 | Polished content, rewards saves/shares |
+| Shorts | 30-60 sec | 9:16 | YouTube SEO applies, searchable titles |
+
+### The 3-Second Rule
+
+You have 3 seconds to stop the scroll. Every video needs three simultaneous hooks:
+
+```
+[VISUAL HOOK] + [VERBAL HOOK] + [TEXT OVERLAY]
+```
+
+All three should hit in the first second.
+
+### Video Structures
+
+**Problem-Solution (15-30 sec):**
+```
+[0-3s]  Hook: State the problem
+[3-10s] Agitate: Why it matters
+[10-25s] Solution: Your method/product/tip
+[25-30s] CTA: What to do next
+```
+
+**List Format (30-60 sec):**
+```
+[0-3s]  Hook: "X things that [outcome]"
+[3-50s] Items: One every 5-8 seconds
+[50-60s] CTA
+```
+
+**Tutorial (30-60 sec):**
+```
+[0-3s]  Hook: Show the end result first
+[3-8s]  Overview: "Here's how..."
+[8-50s] Steps: Quick, clear instructions
+[50-60s] Result + CTA
+```
+
+### Caption & Subtitle Best Practices
+
+Captions increase watch time by 25-40%. Most social video is watched without sound.
+
+- **MAX 2 lines** on screen at once
+- **3-5 words per line**
+- Bold, sans-serif font with black outline
+- **Highlight key words** in a different color
+- Match timing to speech exactly
+
+Tools: CapCut (free), Descript, Captions.ai, Premiere Pro
+
+### Content Ideas by Type
+
+| Business Type | Video Ideas |
+|---------------|-------------|
+| SaaS | Feature demos (show outcome first), before/after, "Watch me do X in Y seconds" |
+| E-commerce | Unboxing, comparisons, how it's made, customer reviews |
+| Services | Process reveals, client transformations, myth-busting |
+| Personal brand | Lessons learned, controversial takes, day-in-the-life |
+
+### Common Mistakes
+
+1. **Slow hooks** — don't build up to the point
+2. **No text overlay** — many watch without sound
+3. **Poor audio** — bad audio kills retention instantly
+4. **Too long** — if it can be shorter, make it shorter
+5. **No CTA** — tell viewers what to do
+6. **Ignoring comments** — engagement in first hour matters
+
+**For video hook formulas and scripting templates**: See [references/short-form-video.md](references/short-form-video.md)
+
+---
+
 ## Task-Specific Questions

 1. What platform(s) are you focusing on?
@@ -274,6 +404,6 @@ Instead of guessing, analyze what's working for top creators in your niche:
 ## Related Skills

 - **copywriting**: For longer-form content that feeds social
- **launch**: For coordinating social with launches
- **emails**: For nurturing social audience via email
+- **launch-strategy**: For coordinating social with launches
+- **email-sequence**: For nurturing social audience via email
 - **marketing-psychology**: For understanding what drives engagement
--- a/Show More
+++ b/Show More