[geo-optimizer] GEO Audit Report — 2026-07-05

[github-actions[bot]]

GEO Audit Report — github/gh-aw

Audit Date: 2026-07-05
Run: §28747686600

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📊 Scores

Target	Score	Band
Docs site (github.github.com/gh-aw/)	43/100	Foundation
README (github.com/github/gh-aw)	55/100	Foundation

Sitemap pages range from 32–44/100 (Critical to Foundation); no page reached Good or Excellent.

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✅ Top Strengths

Docs site:

• Perfect meta tags (14/14): title, description, canonical, Open Graph all complete
• Rich Schema JSON-LD (12/16): WebSite, Organization, SoftwareApplication, and FAQPage schemas present
• Full signals score (6/6): RSS feed at /blog/rss.xml, freshness date (2026-05-09)
• Strong social trust: sameAs links to Wikipedia, Wikidata, LinkedIn, Crunchbase (4/4 KG pillars)

README:

• robots.txt (15/18): All major AI bots allowed — GPTBot, ClaudeBot, PerplexityBot, Google-Extended, and 20+ others
• llms.txt present (14/18): 12 sections, 117 links, 2919 words with blockquote
• Perfect content score (12/12): 43 headings, proper hierarchy, front-loaded, numbers cited
• High citability: 86/100 citability score; content accessible without JavaScript

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🚨 Critical Gaps

1. Docs site has no robots.txt (0/18): AI crawlers like GPTBot, ClaudeBot, and PerplexityBot cannot confirm indexing permission — this single gap loses 18 points
2. Docs site has no llms.txt (0/18): No LLM-friendly content digest for the documentation site — another 18 points lost
3. README has no Schema JSON-LD (0/16): No WebSite, Organization, or FAQPage structured data on the GitHub repository page — AI engines cannot extract entity metadata
4. No AI Discovery endpoints on either site (0/6 each): /.well-known/ai.txt, /ai/summary.json, /ai/faq.json, and /ai/service.json are all missing
5. Docs site content lacks numbers/statistics: 0 numbers found vs README's 20 — AI engines favour quantified claims; docs content scores 7/12 vs README's 12/12

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🔧 Recommended Fixes

Ordered by estimated score impact:

#	Fix	Target	Est. Gain
1	Add robots.txt allowing AI bots (GPTBot, ClaudeBot, PerplexityBot, Google-Extended)	Docs site	+18 pts
2	Add /llms.txt (run gh aw geo llms --base-url https://github.github.com/gh-aw)	Docs site	+18 pts
3	Add WebSite + Organization + FAQPage JSON-LD schema to README	README	+16 pts
4	Add /.well-known/ai.txt, /ai/summary.json, /ai/faq.json, /ai/service.json	Both	+6 pts each
5	Add <link rel="canonical"> to README page	README	+3 pts
6	Add concrete statistics and numbers to docs homepage content	Docs site	+5 pts
7	Add VideoObject JSON-LD schema for 2 videos on docs homepage	Docs site	+2 pts

📋 Full Breakdown by Category

Docs Site (github.github.com/gh-aw/) — 43/100

Category	Score	Max	Notes
robots.txt	0	18	Missing entirely
llms.txt	0	18	Missing entirely
Schema JSON-LD	12	16	WebSite, Organization, SoftwareApplication, FAQPage present
Meta Tags	14	14	Perfect — all tags present including canonical
Content	7	12	No numbers/statistics, no front-loading; 921 words
Signals	6	6	RSS feed + freshness date present
AI Discovery	0	6	No /.well-known/ai.txt or /ai/ endpoints
Brand & Entity	7	10	Good KG pillars; no about page, no author signal
Negative penalty	-3	—	Keyword stuffing (github at 2.8%), hidden text

Trust Stack: Technical C (3/5 — missing CSP, X-Frame-Options), Social A- (4/5), Academic D (1/5 — no stats)

README (github.com/github/gh-aw) — 55/100

Category	Score	Max	Notes
robots.txt	15	18	27 bots allowed; citation bots not explicit
llms.txt	14	18	Present; no llms-full.txt companion
Schema JSON-LD	0	16	Completely missing
Meta Tags	11	14	Missing canonical URL
Content	12	12	Perfect — headings, numbers, links, front-loading
Signals	3	6	Language set; no RSS, no freshness date
AI Discovery	0	6	No /.well-known/ai.txt or /ai/ endpoints
Brand & Entity	3	10	No KG pillar links (Wikipedia/Wikidata/LinkedIn)
Negative penalty	-3	—	Keyword stuffing (github at 2.7%), 13 broken links, hidden text

Trust Stack: Technical A (5/5 — HTTPS, HSTS, CSP, X-Frame-Options), Academic B- (4/5 — 20 numbers, 4 external links), Social D (1/5 — no sameAs links)

Negative signals on README: 13 broken links, keyword stuffing, hidden navigation text (display:none).

📄 Sitemap Page Scores

All 17 crawled pages are in the Foundation or Critical band. Root cause: the missing robots.txt and llms.txt account for up to 36/100 points and score 0 on every page.

Score	Band	URL
44	Foundation	/blog/2026-01-13-meet-the-workflows-continuous-improvement
43	Foundation	/ (homepage)
43	Foundation	/blog/2026-01-13-meet-the-workflows-continuous-refactoring
41	Foundation	/blog/2026-01-12-welcome-to-pelis-agent-factory
41	Foundation	/blog/2026-01-13-meet-the-workflows-advanced-analytics
41	Foundation	/blog/2026-01-13-meet-the-workflows-campaigns
41	Foundation	/blog/2026-01-13-meet-the-workflows-continuous-simplicity
41	Foundation	/blog/2026-01-13-meet-the-workflows-continuous-style
37	Foundation	/agent-factory-status
35	Critical	/about
33	Critical	/blog (index)
33	Critical	/blog/2, /blog/4, /blog/5, /blog/9
32	Critical	/blog/3

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Automated audit powered by geo-optimizer-skill · Run logs

Generated by 🌍 GEO Optimizer Daily Audit · 37 AIC · ⌖ 17 AIC · ⊞ 5K · ◷

• expires on Jul 8, 2026, 8:48 AM UTC-08:00

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A newer discussion is available at Discussion #43841.