[geo-optimizer] GEO Audit Report — 2026-05-13

[github-actions[bot]]

Audit Date: 2026-05-13
Run: §25814225911

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📊 Scores

Target	Score	Band
Docs site (github.github.com/gh-aw/)	38/100	Foundation
README (github.com/github/gh-aw)	55/100	Foundation
Sitemap audit	N/A	No sitemap found (404)

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✅ Top Strengths

Docs site:

• 🟢 Meta tags: 14/14 — perfect score; title, description, canonical, OG tags all present
• 🟢 Content: 11/12 — strong structure with H1, heading hierarchy, lists/tables, 1,211 words, front-loaded
• 🟢 Signals: 6/6 — lang attribute, RSS feed, and freshness date all present
• 🟢 AI bots not blocked — GPTBot, ClaudeBot, PerplexityBot receive responses without challenge
• 🟢 Platform citability — Google AI 70, Perplexity 65, ChatGPT 50

README:

• 🟢 robots.txt: 15/18 — AI crawlers partially configured
• 🟢 llms.txt: 14/18 — file exists with useful content
• 🟢 Content: 12/12 — full score; rich content depth

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🚨 Critical Gaps

1. No robots.txt on docs site (0/18) — no explicit Allow rules for GPTBot, ClaudeBot, PerplexityBot
2. No llms.txt on docs site (0/18) — AI engines lack a structured summary of the site
3. No AI discovery endpoints on either target (0/6) — missing /.well-known/ai.txt, /ai/summary.json, /ai/faq.json, /ai/service.json
4. Schema JSON-LD incomplete on docs site (7/16) — WebSite, Organization, FAQPage schemas missing @context; README has 0/16
5. Brand & entity signals weak (3/10) — no Wikipedia/Wikidata/LinkedIn sameAs; no /about page; no contact info in schema

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🔧 Recommended Fixes (by impact)

Priority	Fix	Estimated Impact
🔴 High	Add /robots.txt to docs site with explicit Allow for GPTBot, ClaudeBot, PerplexityBot, Google-Extended	+18 pts
🔴 High	Create /llms.txt via geo llms --base-url https://github.github.com/gh-aw	+18 pts
🔴 High	Fix @context field in WebSite, Organization, FAQPage schemas on docs site	+9 pts
🟠 Medium	Add /.well-known/ai.txt, /ai/summary.json, /ai/faq.json, /ai/service.json	+6 pts each
🟠 Medium	Add sameAs links in Organization schema (Wikidata, GitHub org URL)	brand signal
🟡 Low	Add concrete statistics to docs content (e.g. performance numbers, adoption metrics)	+visibility
🟡 Low	Investigate hidden text "CtrlK" flagged as prompt injection risk (keyboard shortcut UI)	−penalty
🟡 Low	Reduce 'github' keyword density on docs site (currently 3.7%, above threshold)	−penalty
🟡 Low	Add <link rel="canonical"> to README page	+meta
🟡 Low	Add a sitemap.xml to docs site (currently 404) for full page discovery	crawl coverage

📋 Full Breakdown — Docs Site (38/100)

Category	Score	Max	Status
robots.txt	0	18	❌ Missing
llms.txt	0	18	❌ Missing
Schema JSON-LD	7	16	⚠️ Partial (missing @context)
Meta Tags	14	14	✅ Perfect
Content	11	12	✅ Strong
Signals	6	6	✅ Perfect
AI Discovery	0	6	❌ Missing
Brand & Entity	3	10	⚠️ Weak
Negative penalty	−3	—	⚠️ Keyword stuffing + hidden text

Trust Stack: C grade (13/25) — Technical 3/5, Identity 2/5, Social 3/5, Academic 1/5, Consistency 4/5

Negative signals: 'github' keyword at 3.7% density; 1 hidden text element flagged ("CtrlK" — likely keyboard shortcut UI)

WebMCP Readiness: basic — not agent-ready; no tool attributes or OpenAPI spec

RAG Chunk Readiness: 45/100 — avg section only 5.9 words; sections need more content depth

JS Rendering: framework detected as Astro; content accessible without JavaScript (1,206 words in raw HTML)

📋 Full Breakdown — README (55/100)

Category	Score	Max	Status
robots.txt	15	18	✅ Good
llms.txt	14	18	✅ Good
Schema JSON-LD	0	16	❌ None
Meta Tags	11	14	⚠️ Missing canonical
Content	12	12	✅ Perfect
Signals	3	6	⚠️ No RSS feed linked
AI Discovery	0	6	❌ Missing
Brand & Entity	3	10	⚠️ Weak
Negative penalty	−3	—	⚠️ Keyword stuffing ('issue' at 22.4% density)

📄 Sitemap Audit

The sitemap audit was skipped — https://github.github.com/gh-aw/sitemap.xml returned 404. Adding a sitemap would improve AI crawler discoverability of all documentation pages.

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• expires on May 16, 2026, 5:10 PM UTC

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