Rank — SEO/GEO/AEO Toolkit
SkillAI & modelsRank is a helper your AI can call on when search results come back in the wrong order. Once added, your AI can design reranking pipelines, relevance scoring systems, and learning-to-rank models, and measure how well they work with standard ranking metrics like NDCG and MRR. It is meant for situations where ranking quality is poor or a reranker is needed.
Use Rank — SEO/GEO/AEO Toolkit in Claude, ChatGPT or Ahel Desktop
Free. Sign in, add Rank — SEO/GEO/AEO Toolkit and connect your AI. About a minute.
Also: Claude Code · Cursor · Codex
Then ask your AI: use the Rank skill
Details
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
Account requirements not reviewed. Check the skill instructions before use; Ahel provides instructions and does not run this skill.
No other account needed.
After adding it, ask your AI to 'improve my search ranking' or 'design a reranking pipeline' and describe the search results you want to improve.
What your AI can do with it
- Design reranking pipelines that reorder search results by relevance
- Build relevance scoring systems
- Create learning-to-rank models
- Evaluate ranking quality using NDCG and MRR metrics
- Diagnose why search ranking quality is poor
What this skill tells your AI
The instructions your AI receives, as published by houseofmvps/claude-rank in skills/rank/SKILL.md and read by Ahel’s review.
Routing
| Command | Skill | Description |
|---|---|---|
/rank or /rank status | (inline) | Quick health check — show all scores |
/rank audit [dir] | rank-audit | Full audit + auto-fix |
/rank geo [dir] | rank-geo | AI search optimization |
/rank aeo [dir] | rank-aeo | Answer engine optimization |
/rank fix [dir] | rank-fix | Auto-fix all findings |
/rank schema [dir] | rank-schema | Schema detect/validate/generate |
/rank compete <url> [dir] | rank-compete | Competitive X-Ray vs any URL |
/rank citability [dir] | rank-citability | AI Citability Score (7-dimension) |
/rank content [dir] | rank-content | Content quality analysis |
/rank perf [dir] | rank-perf | Performance risk assessment |
/rank vertical [dir] | rank-vertical | E-Commerce / Local Business checks |
/rank security [dir] | rank-security | Security headers audit |
Quick Health Check (bare /rank)
- Run available scanners in parallel:
node ${CLAUDE_PLUGIN_ROOT}/tools/seo-scanner.mjs <dir>node ${CLAUDE_PLUGIN_ROOT}/tools/geo-scanner.mjs <dir>node ${CLAUDE_PLUGIN_ROOT}/tools/aeo-scanner.mjs <dir>
- Display scores table with grades (SEO, GEO, AEO; Technical and Content show "—" until Phase 2)
- Overall Rank Score = weighted average: SEO (40%), GEO (40%), AEO (20%)
- Show top 3 quick wins (highest-impact fixes)
- Show trend vs last scan (if history exists)
Grade thresholds: A (90-100), B (80-89), C (70-79), D (60-69), F (<60)
Project Type Detection
Scan for signals to auto-detect:
- SaaS: pricing page, free trial CTA, /dashboard route
- E-commerce: product pages, cart, checkout, Product schema
- Local business: service area, phone, address, Google Maps embed
- Publisher/Blog: /blog, article schema, author bios, RSS feed
- Agency: client testimonials, case studies, service pages
Signals
- GitHub stars
- 147
- Forks
- 16
- Last commit
- Jul 2026
Advanced
- Item type
- skill
- Key
rank- Source
- github.com/houseofmvps/claude-rank
github.com/houseofmvps/claude-rank
More in AI & models
Skill · anthropics
More in AI & modelstriage
Skill · mattpocock
More in AI & modelswayfinder
Skill · mattpocock
More in AI & modelsalgorithmic-art
Skill · anthropics
More in AI & modelscode-review-and-quality
Skill · addyosmani
More in AI & modelsmarketing-psychology
Skill · coreyhaines31
More in AI & models