[geo-optimizer] GEO Audit Report — 2026-07-25 #48044
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GEO Audit Report — github/gh-aw
Audit Date: 2026-07-25
Run: §30166001725
📊 Scores
github.github.com/gh-aw/)github.com/github/gh-aw)Both properties are in the Foundation band — they are indexed by AI engines but have significant gaps preventing reliable citation and snippet selection.
✅ Top Strengths
🚨 Critical Gaps
robots.txtallowlist for AI crawlers (GPTBot, ClaudeBot, PerplexityBot). Without explicit Allow rules, bots may deprioritize indexing./llms.txtfile exists. This file structures content for AI systems and is an organizational signal recognized by LLM platforms./.well-known/ai.txt,/ai/summary.json,/ai/faq.json, or/ai/service.json. These structured endpoints help AI engines understand and cite the project.WebSite,Organization,FAQPage, orVideoObjectstructured data. MissingsameAslinks for Knowledge Graph disambiguation.display:none/visibility:hidden) detected on multiple pages, which can be flagged as a cloaking pattern by AI crawlers. Keyword stuffing (githubat 2.6–2.8% density) also penalized.🔧 Recommended Fixes
Ordered by estimated score impact:
robots.txtwith AI bot Allow rules (+~10 pts) — Add explicitAllowdirectives forGPTBot,ClaudeBot,PerplexityBot,PerplexityBot, and similar. This unlocks the full robots category score./llms.txt(+~10 pts) — Rungeo llms --base-url https://github.github.com/gh-awto generate. Covers the llms category (currently 0/100 sitewide)./.well-known/ai.txt+/ai/summary.json//ai/faq.json//ai/service.json(+~10 pts) — These AI discovery endpoints are 0/100 on every page and represent the single largest addressable gap.WebSiteandOrganizationschemas withsameAslinks to GitHub, npm, or similar. AddFAQPageschema to Q&A sections. AddVideoObjectschema for any embedded videos.display:noneorvisibility:hiddenthat contain meaningful content and remove or restructure them.github(currently >2.6% density) by using synonyms and varied phrasing.<link rel="canonical">to docs site pages (+~1–2 pts) — Prevents duplicate-content down-ranking in AI indexing.<head>(+~1 pt) —<link rel="alternate" type="application/rss+xml">for AI discovery.📋 Full Breakdown by Category (Docs Site Homepage)
README breakdown (github.com/github/gh-aw):
📄 Sitemap Page Scores (20 pages audited)
/(homepage)/blog/2026-01-13-meet-the-workflows-continuous-improvement/blog/2026-01-13-meet-the-workflows-continuous-refactoring/blog/2026-01-13-meet-the-workflows-*(multiple)/agent-factory-status/blog(paginated)/about/blog/7,/blog/10/blog/8Pattern: All pages score 0/100 on robots, llms, and AI discovery — fixing these three categories sitewide would uniformly lift every page.
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