[geo-optimizer] GEO Audit Report — 2026-07-08

[github-actions[bot]]

GEO Audit Report — github/gh-aw

Audit Date: 2026-07-08
Run: §28960233276

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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 avg (20 pages)	~37/100	Critical–Foundation

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✅ Top Strengths

1. README — robots.txt (15/18): All major AI bots explicitly allowed — GPTBot, ClaudeBot, PerplexityBot, Google-Extended, and 23 more.
2. README — llms.txt (14/18): Rich llms.txt with 12 sections, 117 links, 2,919 words; well-structured for LLM-friendly navigation.
3. Docs site — meta tags (14/14): Perfect score — title, description, canonical, OG title/description/image all present.
4. Docs site — signals (6/6): Language declared, RSS feed linked, freshness date present.
5. Docs site — JSON-LD schema (12/16): WebSite, Organization, SoftwareApplication, and FAQPage schemas present.
6. Both — SSR: Content fully accessible without JavaScript (auditor confirmed), avoiding JS-rendering crawl penalties.
7. README — citability score: 86/100; Perplexity citation score 70/100, ChatGPT 55/100.

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🚨 Critical Gaps

Gap	Docs Site	README	Max Points
robots.txt missing	❌ 0/18	✅ 15/18	18
llms.txt missing	❌ 0/18	✅ 14/18	18
AI Discovery endpoints	❌ 0/6	❌ 0/6	6
JSON-LD schema	✅ 12/16	❌ 0/16	16
Brand & entity signals	⚠️ 7/10	❌ 3/10	10

1. Docs site has no robots.txt — AI crawlers receive zero explicit guidance, leaving 18 points on the table.
2. Docs site has no llms.txt — AI indexers can't discover site structure or key resources; another 18 points missing.
3. README has zero JSON-LD schema (0/16) — GitHub.com doesn't inject structured data; no WebSite, Organization, FAQPage, or SoftwareApplication schema for the README page.
4. AI Discovery endpoints absent on both — no /.well-known/ai.txt, /ai/summary.json, /ai/faq.json, or /ai/service.json on either domain.
5. Docs site content lacks statistics — 0 numerical data points detected; audit flags this as a -40% AI visibility gap (content scores 7/12).

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🔧 Recommended Fixes (ordered by impact)

Priority	Fix	Estimated Gain	Target
🥇 1	Create robots.txt + llms.txt for docs site	+28–36 pts	Docs site
🥈 2	Add JSON-LD schema to README (WebSite, Organization, FAQPage)	+16 pts	README
🥉 3	Add AI Discovery endpoints (/.well-known/ai.txt, /ai/summary.json)	+6 pts	Both
4	Add concrete statistics/numbers to docs site content	+2–5 pts	Docs site
5	Add <link rel="canonical"> to README	+3 pts	README
6	Align schema description with meta description on docs site	+1–2 pts	Docs site
7	Add VideoObject JSON-LD schema for 2 detected videos	+1–2 pts	Docs site
8	Fix hidden text (CtrlK shortcut label) to remove cloaking penalty	−3 → 0 pts	Docs site

Immediate action — llms.txt for docs site: Run geo llms --base-url https://github.github.com/gh-aw to scaffold a valid llms.txt and publish it at https://github.github.com/gh-aw/llms.txt.

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📋 Full Breakdown by Category

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

Category	Score	Max	Notes
robots.txt	0	18	File not found
llms.txt	0	18	File not found
Schema JSON-LD	12	16	WebSite ✅ Organization ✅ SoftwareApplication ✅ FAQPage ✅ — missing WebApplication type
Meta Tags	14	14	Perfect — title, description, canonical, OG all present
Content	7	12	No numerical data (0 numbers), no front-loading of key info
Signals	6	6	Perfect — lang=en, RSS feed, freshness date (2026-05-09)
AI Discovery	0	6	No /.well-known/ai.txt, /ai/summary.json, /ai/faq.json, /ai/service.json
Brand & Entity	7	10	KG pillars present (Wikipedia, Wikidata, LinkedIn, Crunchbase) but no /about link
Negative Penalty	−3	0	Keyword stuffing (github at 2.8%), hidden text

Trust Stack (C / medium): Technical 3/5, Identity 3/5, Social 4/5, Academic 1/5, Consistency 4/5
Platform Citation: ChatGPT 50/100, Perplexity 65/100, Google AI 80/100
WebMCP readiness: basic (not agent-ready)
RAG Chunk score: 45/100 — avg section only 7.9 words, below optimal for retrieval
Content decay risk: low (evergreen score 100)

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

Category	Score	Max	Notes
robots.txt	15	18	27 AI bots explicitly allowed
llms.txt	14	18	12 sections, 117 links — missing /llms-full.txt companion
Schema JSON-LD	0	16	No schema found; GitHub.com does not inject structured data
Meta Tags	11	14	Missing canonical URL
Content	12	12	Perfect — 43 headings, 20 numbers, lists, tables, front-loaded
Signals	3	6	lang=en ✅ but no RSS feed, no freshness date detected
AI Discovery	0	6	None
Brand & Entity	3	10	No KG pillar links, no sameAs schema, no contact info in schema
Negative Penalty	−3	0	Hidden nav text, keyword stuffing (2.7%), 13 broken links

Trust Stack (C / medium): Technical 5/5, Identity 3/5, Social 1/5, Academic 4/5, Consistency 3/5
Platform Citation: ChatGPT 55/100, Perplexity 70/100, Google AI 48/100
Content decay risk: high — version numbers (v0.81.6), date references, evergreen score 70/100

📄 Sitemap Page Scores

Page	Score	Band
/ (home)	43	Foundation
/blog/2026-01-13-...-continuous-improvement	44	Foundation
/blog/2026-01-13-...-continuous-refactoring	43	Foundation
/blog/2026-01-12-welcome-to-pelis-agent-factory	41	Foundation
/about	35	Critical
/agent-factory-status	37	Foundation
/blog (index)	33	Critical
Blog index pages /blog/2–/blog/9	32–33	Critical
/blog/10	30	Critical

Universal issues across all 20 pages: robots=0, llms=0, ai_discovery=0 — three categories worth 42 potential points are zero for every single page.
Blog index pages (/blog/2–/blog/10) score worst (30–33) with 0 schema JSON-LD.
Named blog posts score better (41–44) due to article schema.

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

Generated by 🌍 GEO Optimizer Daily Audit · 39.2 AIC · ⌖ 36 AIC · ⊞ 4.9K · ◷

• expires on Jul 11, 2026, 9:02 AM UTC-08:00

[github-actions[bot]]

Smoke Copilot §28962041238: discussion ping.

Warning

Firewall blocked 6 domains

The following domains were blocked by the firewall during workflow execution:

• accounts.google.com
• android.clients.google.com
• clients2.google.com
• contentautofill.googleapis.com
• safebrowsingohttpgateway.googleapis.com
• www.google.com

To allow these domains, add them to the network.allowed list in your workflow frontmatter:

network:
  allowed:
    - defaults
    - "accounts.google.com"
    - "android.clients.google.com"
    - "clients2.google.com"
    - "contentautofill.googleapis.com"
    - "safebrowsingohttpgateway.googleapis.com"
    - "www.google.com"

See Network Configuration for more information.

📰 BREAKING: Report filed by Smoke Copilot · 100.7 AIC · ⌖ 3.05 AIC · ⊞ 19K · ◷
_{Comment /smoke-copilot to run again
Add label smoke to run again}

[github-actions[bot]]

Smoke Test 28962044215 Results:

1. github tool: ✅
2. mcpscripts: ✅
3. Serena CLI: ❌

Warning

Firewall blocked 6 domains

The following domains were blocked by the firewall during workflow execution:

• accounts.google.com
• android.clients.google.com
• clients2.google.com
• contentautofill.googleapis.com
• safebrowsingohttpgateway.googleapis.com
• www.google.com

To allow these domains, add them to the network.allowed list in your workflow frontmatter:

network:
  allowed:
    - defaults
    - "accounts.google.com"
    - "android.clients.google.com"
    - "clients2.google.com"
    - "contentautofill.googleapis.com"
    - "safebrowsingohttpgateway.googleapis.com"
    - "www.google.com"

See Network Configuration for more information.

📰 BREAKING: Report filed by Smoke Copilot - AOAI (Entra) · 49.9 AIC · ⌖ 3.12 AIC · ⊞ 17.6K · ◷
_{Comment /smoke-copilot-aoai-entra to run again
Add label smoke to run again}

[github-actions[bot]]

Smoke test initiated for run 28962042801.

Warning

Firewall blocked 6 domains

The following domains were blocked by the firewall during workflow execution:

• accounts.google.com
• android.clients.google.com
• clients2.google.com
• contentautofill.googleapis.com
• safebrowsingohttpgateway.googleapis.com
• www.google.com

To allow these domains, add them to the network.allowed list in your workflow frontmatter:

network:
  allowed:
    - defaults
    - "accounts.google.com"
    - "android.clients.google.com"
    - "clients2.google.com"
    - "contentautofill.googleapis.com"
    - "safebrowsingohttpgateway.googleapis.com"
    - "www.google.com"

See Network Configuration for more information.

📰 BREAKING: Report filed by Smoke Copilot - AOAI (apikey) · 37.5 AIC · ⌖ 2.92 AIC · ⊞ 17.9K · ◷
_{Comment /smoke-copilot-aoai-apikey to run again
Add label smoke to run again}