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Seo ai optimization

Skill lionkiii/claude-seo-skills/skills/seo-ai-optimization

42 SEO commands for Claude Code — site audits, Ahrefs backlinks, GSC analytics, SERP research, content briefs, technical SEO, schema validation, and more

Install
npx -y skills add lionkiii/claude-seo-skills --skill seo-ai-optimization

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

  • 20 stars20 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its author says it does

Copied from the file, not written here

Audit a site or page against Google's OFFICIAL AI optimization guidance — readiness for AI Overviews and AI Mode, grounded in Google's published ai-optimization-guide and ai-features docs (not third-party GEO theory). Use when user says "AI optimization", "AI Overviews", "AI mode", "AI search readiness", "optimize for AI", or "GEO audit".

SKILL.md

6.7 KB, as published. Nobody here has run it

Google AI Search Readiness Audit (AI Overviews + AI Mode)

<!-- Updated: 2026-06-10 -->

This skill audits strictly against Google's own guidance: https://developers.google.com/search/docs/fundamentals/ai-optimization-guide and https://developers.google.com/search/docs/appearance/ai-features. For multi-engine GEO (ChatGPT, Perplexity, Bing Copilot), use /seo-geo; for llms.txt generation, use /seo-llms-txt — but note Google's position below.

Core Facts (from Google's docs — anchor every finding here)

  • No special markup is needed. "There are no additional requirements to appear in AI Overviews or AI Mode, nor other special optimizations necessary."
  • Eligibility = indexed + snippet-eligible. A page must be indexed and eligible to be shown in Google Search with a snippet (Search technical requirements). Nothing more — and inclusion is never guaranteed.
  • How the features work: RAG (grounding on the Search index) + query fan-out (concurrent related queries). Core ranking and quality systems decide what gets retrieved and cited — SEO is still the lever.
  • "AEO"/"GEO" = SEO, per Google. Optimizing for generative AI search is optimizing for the search experience.
  • Snippet controls govern AI features: nosnippet, data-nosnippet, max-snippet, and noindex limit what appears in AI Overviews/AI Mode.
  • Google-Extended controls Gemini training and grounding in OTHER Google systems — it does NOT control appearance in AI Overviews or AI Mode. Googlebot in robots.txt is the Search-access control.
  • Measurement: AI Overviews/AI Mode clicks are inside the Search Console Performance report under the "Web" search type (no separate report).

Inputs

  • URL (page-level audit) or domain (site-level audit)
  • Optional: a local content draft (Read tool) for content-quality checks only

Execution

1. Indexability & snippet eligibility (eligibility gate)

curl -sL <url> -o /tmp/ai-audit-page.html -w "%{http_code}\n"
curl -sL <origin>/robots.txt -o /tmp/ai-audit-robots.txt

Check, in order:

  • HTTP 200 and not blocked for Googlebot in robots.txt (also CDN/WAF blocks)
  • No noindex (meta robots or X-Robots-Tag)
  • Snippet/preview controls: nosnippet, max-snippet:[n] (a low value restricts AI feature usage), data-nosnippet spans wrapping main content
  • Google-Extended in robots.txt — report it, but state explicitly: this affects Gemini training/grounding elsewhere, NOT AI Overviews appearance
  • Canonical sanity (page not canonicalized away)

Any failure here = NOT ELIGIBLE for AI features; stop and report the fix.

2. Content value checks (the biggest lever per Google)

Heuristics on the fetched main content:

  • Unique point of view / non-commodity test: first-hand evidence, original data, named experience ("we tested", photos, case numbers) vs. commodity listicle patterns ("7 Tips for...") that restate common knowledge
  • People-first organization: clear paragraphs, sections, descriptive headings that aid navigation
  • Multimodal support: relevant high-quality images/video supporting the text (AI features can surface them)
  • Important content available as text (not locked in images/canvas/video only)
  • Fan-out coverage WITHOUT page proliferation: flag many near-duplicate pages targeting query variations — Google warns this violates the scaled content abuse spam policy and doesn't work
  • If AI-assisted content: must meet Search Essentials + spam policies (see /seo-helpful-content)

3. Technical structure

  • Internal links make the content findable
  • Page experience basics: renders on mobile, main content distinguishable, reasonable latency
  • JavaScript: critical content present in served HTML or properly rendered
  • Duplicate content reduced
  • Semantic HTML where easy — human readability over perfect code

4. Business data consistency (where applicable)

  • Structured data matches the visible text (consistency, not extra schema — Google: "no special schema.org markup you need to add")
  • Ecommerce: Merchant Center feed current; Local: Business Profile current

5. Mythbusting pass

Flag (as wasted effort, per Google's own mythbusting list) if the site is:

  • Relying on llms.txt or "AI text files" for Google visibility (no special treatment — note this when cross-referencing /seo-llms-txt)
  • "Chunking" content into fragments for AI
  • Rewriting copy "for AI" / stuffing long-tail variants (AI systems understand synonyms and meaning)
  • Buying/seeking inauthentic mentions
  • Over-investing in structured data purely for AI features

Output

## Google AI Search Readiness — <URL or domain>

### Eligibility Gate
| Check | Status | Evidence |
|---|---|---|
| Indexed / indexable | PASS/FAIL | ... |
| Googlebot allowed (robots.txt + CDN) | PASS/FAIL | ... |
| No noindex | PASS/FAIL | ... |
| Snippet controls (nosnippet/max-snippet/data-nosnippet) | PASS/WARN | ... |
| Google-Extended present? | INFO | affects Gemini training, NOT AI Overviews |

### AI-Readiness Scorecard (0-100)
| Pillar | Weight | Score | Notes |
|---|---|---|---|
| Indexability & snippet eligibility | 30 | XX | hard gate |
| Unique, non-commodity content | 35 | XX | biggest long-run lever per Google |
| Technical structure & page experience | 20 | XX | ... |
| Multimodal + business data consistency | 15 | XX | ... |

### Wasted-Effort Flags (Google mythbusting)
- ...

### Top 3 Actions
1. ...

Close with: track AI feature traffic in Search Console Performance report ("Web" search type); clicks from AI Overviews tend to be higher quality (longer time on site), per Google.

Cross-references

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