Source: https://developers.google.com/search/docs/fundamentals/ai-optimization-guide
The skill was framed as "optimize for AI systems," which mis-states Google's
explicit position: AI Overviews and AI Mode are powered by core Search ranking,
so SEO best practices ARE the optimization strategy. Don't write separate
content "for AI."
The structural patterns the skill recommends (FAQ schema, comparison tables,
40-60 word answer blocks, llms.txt, /pricing.md) still help non-Google AI
engines (ChatGPT, Claude, Perplexity, Copilot) materially. The skill now
calls out the platform split explicitly rather than implying universal
benefit.
Major changes:
- New section "Google's Official Stance vs. Multi-Platform Reality":
Frames Google's "don't optimize for AI" position alongside the reality that
other AI engines reward extractable structure. Quotes Google's own
phrasing.
- New section "Query Fan-Out (Google AI Search)":
Explains Google's documented behavior of generating concurrent related
queries. Reframes content strategy from per-query targeting to topical
cluster coverage.
- New section "Agentic Experiences":
Browser agents accessing sites via visual rendering, DOM inspection, and
accessibility tree. Semantic HTML, JS-free meaningful render, clean a11y
tree. Mentions the emerging Universal Commerce Protocol (UCP).
- New section "What NOT to Do":
Explicit Google guidance: don't write for AI, don't chunk content for AI,
don't scale variations (scaled content abuse spam policy), don't pursue
inauthentic mentions, don't block AI crawlers if you want citation.
- Machine-Readable Files section reframed:
Now opens with Google's stance ("not required") + the reason to include
them anyway (non-Google AI engines).
- Schema markup note reframed:
Notes Google's position that structured data is "not required for
generative AI search" but still recommended.
- Search Console expectations added:
Sets correct expectation that no AI-specific Search Console reporting
exists; standard SEO metrics + third-party tools are the measurement
options.
- Moved "AI SEO for Different Content Types" to references/content-types.md:
Kept SKILL.md under 500 lines. Added a local-business/ecom subsection
(Merchant Center + Google Business Profile + Business Agent) per
Google's emphasis.
All 40 skills still pass validation.
Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Rewrote platform-ranking-factors.md from scratch with our own
organizational approach. Replaced table-heavy format with narrative
prose, different section structure, and synthesized analysis.
Updated SKILL.md robots.txt section to match.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Split AEO/GEO content patterns out of seo-audit into a standalone ai-seo
skill. Covers AI visibility auditing, content extractability, authority
signals, third-party presence strategy, schema markup for AI, monitoring
tools (Otterly, Peec AI, ZipTie), and optimization by content type.
Moves aeo-geo-patterns.md from seo-audit/references to ai-seo/references
(renamed to content-patterns.md). Updates seo-audit to cross-reference
the new skill.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Corey Haines