[geo-optimizer] GEO Audit Report — 2026-08-04

[github-actions[bot]]

GEO Audit Report — github/gh-aw

Audit Date: 2026-08-04
Run: §30931752632

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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
Docs sitemap (avg of 20 pages)	37.75/100	Foundation (14 pages) / Critical (6 pages)

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✅ Top Strengths

• Meta tags: full marks on docs site (14/14) and strong on README (11) — title, description, canonical, OG tags all present.
• Content: docs homepage has 1106 words, proper H1/heading hierarchy, 11 external links.
• Schema JSON-LD on docs site: WebSite, Organization, SoftwareApplication and FAQPage types detected (13/16).
• Signals: docs site has lang="en", RSS feed, and freshness date — full 6/6.
• Brand/Entity: docs site has 4/4 Knowledge Graph pillars (Wikipedia, Wikidata, LinkedIn, Crunchbase).
• Trust stack: docs site composite trust grade C (16/25), strongest in Social Trust (4/5, multiple sameAs links).
• AI platform citability: ChatGPT 50/100, Perplexity 65/100, Google AI 80/100 — driven by FAQ schema, freshness, and SSR-accessible content.

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🚨 Critical Gaps

• robots.txt missing on docs site (0/18) — no explicit Allow rules for GPTBot, ClaudeBot, PerplexityBot.
• llms.txt missing everywhere (0/18 on docs, though README scores 14 via GitHub's own file conventions) — no dedicated AI-indexing summary file.
• AI discovery signals absent (0/6 across all pages): no /.well-known/ai.txt, no /ai/summary.json, /ai/faq.json, or /ai/service.json.
• README has zero Schema JSON-LD (0/16) — no WebSite/Organization/FAQPage schema on the GitHub repo homepage.
• Hidden text detected (cloaking risk) on docs site via display:none/visibility:hidden content ("CtrlK") — flagged as prompt-injection-adjacent negative signal.
• Keyword stuffing: "github" density at 2.9% (docs) / 2.6% (README) flagged as over-optimization.
• 6 of 20 sitemap pages score "Critical" (worst: /blog/11 at 33/100), mostly blog posts with weak schema (3/16) and brand/entity signals (2/10).

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🔧 Recommended Fixes (prioritized by impact)

1. Create /robots.txt with explicit Allow rules for GPTBot, ClaudeBot, PerplexityBot, Google-Extended — unlocks 18 pts on docs site and applies site-wide (all 20 sitemap pages currently score 0 here).
2. Create /llms.txt at the docs site root (geo llms --base-url https://github.github.com/gh-aw) — 18 pts, structures content for AI indexing across the whole site.
3. Add Organization + WebSite JSON-LD schema to the README (github.com/github/gh-aw) with sameAs links to Wikipedia/Wikidata/LinkedIn/Crunchbase — currently 0/16, biggest single-page gap.
4. Remove hidden/cloaked text (the "CtrlK" search-shortcut hint) or make it accessible without display:none/visibility:hidden to avoid cloaking penalties and injection-pattern flags.
5. Add AI discovery endpoints: /.well-known/ai.txt, /ai/summary.json, /ai/faq.json, /ai/service.json — 6 pts each page, currently 0 everywhere.
6. Reduce "github" keyword density (currently 2.6–2.9%) by diversifying terminology in copy.
7. Fix low-scoring blog posts (/blog/11, /blog/9, and 4 others in "critical" band) — add schema (FAQPage/Article), numeric data, and brand/entity signals; these drag the sitemap average down.

📋 Full Breakdown by Category (Docs Site)

Category	Score	Max
Robots.txt	0	18
llms.txt	0	18
Schema JSON-LD	13	16
Meta Tags	14	14
Content	7	12
Signals	6	6
AI Discovery	0	6
Brand & Entity	7	10
Negative penalty	-3	—

README breakdown: robots 15/18 (GitHub's default), llms 14/18, schema 0/16, meta 11/14, content 12/12, signals 3/6, ai_discovery 0/6, brand_entity 3/10, negative penalty -3.

Sitemap averages (20 pages): robots 0.0, llms 0.0, schema 5.5, meta 14.0, content 10.75, signals 5.35, ai_discovery 0.0, brand_entity 3.1, negative_penalty -0.95.

📄 Sitemap Page Scores

Top pages:

URL	Score	Band
/gh-aw (home)	44	foundation
/blog/2026-01-13-meet-the-workflows-continuous-improvement	44	foundation
/blog/2026-01-13-meet-the-workflows-continuous-refactoring	43	foundation
/blog/2026-01-12-welcome-to-pelis-agent-factory	41	foundation
/blog/2026-01-13-meet-the-workflows-advanced-analytics	41	foundation

Worst pages:

URL	Score	Band
/blog/11	33	critical
/blog/9	34	critical

215 URLs discovered in sitemap; 20 audited (14 foundation, 6 critical band, none rated "good" or "excellent").

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