Getting it into your agent
This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.
/plugin marketplace add Houseofmvps/claude-rank/plugin install claude-rankWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/houseofmvps/claude-rank/rank-geo)<a href="https://agentmods.dev/skills/houseofmvps/claude-rank/rank-geo"><img src="https://agentmods.dev/badge/skills/houseofmvps/claude-rank/rank-geo/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/houseofmvps/claude-rank/rank-geo"><img src="https://agentmods.dev/badge/skills/houseofmvps/claude-rank/rank-geo.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00024 | $0.00655 |
| Opus 5 | $0.00012 | $0.00328 |
| Sonnet 5 | $0.00005 | $0.00131 |
| Haiku 4.5 | $0.00002 | $0.00065 |
Grade A, and why
rank-geo scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 12d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 56 lines — stays where its author put it; the contents beside it link to each section on GitHub.
GEO Audit — AI Search Optimization
Phase 1: Scan
node ${CLAUDE_PLUGIN_ROOT}/tools/geo-scanner.mjs <project-directory>
Phase 2: Report
Present GEO findings grouped by:
- AI Bot Access — which bots are allowed/blocked in robots.txt
- Structured Data — JSON-LD quality for AI extraction
- Content Structure — question headers, definitions, citation-ready passages
- Discoverability — llms.txt, sitemap, breadcrumbs
Phase 3: Fix
- Blocked AI bots → update robots.txt:
node ${CLAUDE_PLUGIN_ROOT}/tools/robots-analyzer.mjs generate <dir> <url> - Missing llms.txt → generate:
node ${CLAUDE_PLUGIN_ROOT}/tools/llms-txt-generator.mjs <dir> - Missing Organization schema → generate:
node ${CLAUDE_PLUGIN_ROOT}/tools/schema-engine.mjs generate Organization --name="..." --url="..." - Missing Author schema → generate Person schema with credentials
- No question H2s → rewrite key H2 headers as "What is...", "How does...", "Why..."
- No TL;DR patterns → add 1-2 sentence summaries under important H2 sections
- No definition patterns → add "[Product] is [clear definition]" in opening paragraphs
Phase 4: Verify
Re-run geo-scanner. Show before/after GEO score.
Phase 5: Search Console Submission
After deploying GEO fixes, submit to search engines so AI crawlers pick up the changes:
Google Search Console
- Resubmit sitemap — Sitemaps → Resubmit
sitemap.xml(triggers recrawl) - Request indexing for pages where you unblocked AI bots or added schema — URL Inspection → Request Indexing
- Check robots.txt — Settings → Crawling → verify your updated robots.txt is live (AI bots unblocked)
Bing Webmaster Tools
- Submit URLs — URL Submission → submit pages with new schema/content structure
- Verify robots.txt — Bingbot feeds Microsoft Copilot and ChatGPT Browse — keeping it unblocked is essential
- Enable IndexNow — Near-instant indexing for Bing, Yandex, Seznam. Generate key at indexnow.org
AI Search Verification (wait 2-4 weeks)
- Search your brand name + top 3 keywords in ChatGPT, Perplexity, Google AI Overviews, Gemini
- Screenshot results as a baseline
- Note which competitors are cited — create citation-ready content for each gap (134-167 word passages per Semrush "State of AI Search" study, 2025)
- Add comparison tables and statistics — multimedia increases AI citation rates by ~156% (Source: Search Engine Journal, "Multimedia & AI Citation Rates," Jan 2026)
- Set up weekly monitoring — track your AI citation rate vs competitors
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 12d ago First seen · 56 lines · 24 tokens per session scan A d37cec51c90f
rank-geo is a skill published in the GitHub repository Houseofmvps/claude-rank (143 stars, last pushed 2mo ago), licensed MIT. It adds 24 tokens to every session and 655 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other skills, from other repositories
edward-sturm
Partner skill simulating Edward Sturm's SEO, GEO, and AEO methodology — evidence-backed reasoning patterns drawn exclusively from verified source corpus.
geo-technical
Technical SEO audit with GEO-specific checks — crawlability, indexability, security, performance, SSR, and AI crawler access.
geo-brand-mentions
Brand mention and authority scanner for AI visibility. Analyzes brand presence across platforms that AI models rely on for entity recognition and citation decisions. Produces a Brand Authority Score (0-100) with platform-specific recommendations.
geo-crawlers
AI crawler access analysis. Checks robots.txt, meta tags, and HTTP headers to determine which AI crawlers can access the site. Provides a complete access map and recommendations for maximizing AI visibility while maintaining appropriate control.
geo-platform-optimizer
Platform-specific AI search optimization — audit and optimize for Google AI Overviews, ChatGPT, Perplexity, Gemini, and Bing Copilot individually.
geo-report
Generate a professional, client-facing GEO report combining all audit results into a single deliverable with scores, findings, and prioritized actions.