[geo-optimizer] GEO Audit Report — 2026-07-21

[github-actions[bot]]

GEO Audit Report — github/gh-aw

Audit Date: 2026-07-21
Run: §29850358049

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📊 Scores

Target	Score	Band
Docs site (github.github.com/gh-aw/)	44/100	Foundation
README (github.com/github/gh-aw)	55/100	Foundation
Sitemap average (20 pages)	38/100	Foundation

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✅ Top Strengths

• Meta tags (14/14) — Title, description, canonical URL, and all Open Graph tags are fully present on the docs site.
• Schema JSON-LD (13/16) — WebSite, Organization, SoftwareApplication, and FAQPage types are implemented on the docs site.
• Signals (6/6) — Language tag en, RSS feed, and content freshness date are all in place.
• Brand entity — Wikipedia, Wikidata, LinkedIn, and Crunchbase KG pillars are linked in schema; brand name is consistent.
• robots.txt (README, 15/18) — GitHub robots.txt correctly allows AI crawlers for the README page.

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🚨 Critical Gaps

1. No robots.txt on the docs site (0/18) — github.github.com/gh-aw/ has no robots.txt, so AI crawlers (GPTBot, ClaudeBot, PerplexityBot) have no explicit permission signal.
2. No llms.txt on the docs site (0/18) — The /llms.txt file is entirely absent. This organizational signal helps AI systems understand the site structure.
3. No AI discovery endpoints (0/6 on both targets) — /.well-known/ai.txt, /ai/summary.json, /ai/faq.json, and /ai/service.json are all missing.
4. No Schema JSON-LD on the README (0/16) — github.com/github/gh-aw has zero structured data; no WebSite, Organization, or FAQPage types.
5. Negative signals active — Hidden text (cloaking penalty, -3 pts on both targets), keyword stuffing (github at 2.8% density on docs site), 13 broken links on the README page.

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🔧 Recommended Fixes (Ordered by Impact)

1. Create /llms.txt (+18 pts potential) — Run geo llms --base-url https://github.github.com/gh-aw to generate the file. Highest single-item score gain available.
2. Create robots.txt with AI bot allow rules (+18 pts) — Add explicit Allow directives for GPTBot, ClaudeBot, PerplexityBot.
3. Add AI discovery endpoints (+6 pts) — Create /.well-known/ai.txt, /ai/summary.json, /ai/faq.json, /ai/service.json.
4. Add Schema JSON-LD to README (+16 pts on README) — Add WebSite, Organization with sameAs KG links, and FAQPage structured data.
5. Fix broken links on README — 13 broken links detected; fixing them removes a negative penalty.
6. Front-load key information — Move the most important content to the first 30% of the page for AI snippet selection.
7. Add concrete statistics/numbers — Replace vague claims with measurable data points.
8. Reduce keyword density — github at 2.8% density triggers stuffing penalty; diversify vocabulary.

📋 Full Breakdown by Category

Docs site (github.github.com/gh-aw/):

Category	Score	Max	Status
robots.txt	0	18	Missing
llms.txt	0	18	Missing
Schema JSON-LD	13	16	Good
Meta Tags	14	14	Perfect
Content	7	12	Partial
Signals	6	6	Perfect
AI Discovery	0	6	Missing
Brand and Entity	7	10	Partial
Negative penalty	-3	—	Hidden text + keyword stuffing

README (github.com/github/gh-aw):

Category	Score	Max
robots.txt	15	18
llms.txt	14	18
Schema JSON-LD	0	16
Meta Tags	11	14
Content	12	12
Signals	3	6
AI Discovery	0	6
Brand and Entity	3	10
Negative penalty	-3	—

📄 Sitemap Page Scores (Top and Bottom)

Top pages (avg 38.15/100):

Page	Score	Band
/ Home	44	Foundation
/blog/continuous-improvement	44	Foundation
/blog/continuous-refactoring	43	Foundation
/blog/welcome-to-pelis-agent-factory	41	Foundation
/blog/advanced-analytics	41	Foundation

Lowest scoring pages:

Page	Score	Band
/about	35	Critical
/blog/7	35	Critical
/blog/8	33	Critical

All 20 audited pages are in the Foundation or Critical band — no page has reached Good (60+).

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Generated by 🌍 GEO Optimizer Daily Audit · sonnet46 34.9 AIC · ⌖ 11.9 AIC · ⊞ 5K · ◷

• expires on Jul 24, 2026, 8:57 AM UTC-08:00

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