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claude-rank — SEO/GEO/AEO Plugin for Claude Code

A Claude Code plugin that tells you why your site won't get cited by AI — and fixes the boring discoverability files automatically.

170+ rules. 10 scanners. URL + directory scanning. Auto-fix for robots.txt, sitemap.xml, llms.txt, and JSON-LD.

CI npm version npm downloads npm total GitHub stars License: MIT Sponsor


Follow @kaileskkhumar LinkedIn houseofmvps.com

Built by Kailesk Khumar, solo founder of houseofmvps.com

One indie hacker. One plugin. Every search engine covered.


Quick Start

Use as a Claude Code Plugin (recommended)

claude-rank works as a full Claude Code plugin with skills, agents, and slash commands.

Option A — Install from GitHub (recommended):

/plugin marketplace add Houseofmvps/claude-rank
/plugin install claude-rank@Houseofmvps-claude-rank

Option B — Install from a local clone:

git clone https://github.com/Houseofmvps/claude-rank.git

Then in Claude Code:

/plugin marketplace add ./claude-rank
/plugin install claude-rank@claude-rank

After installing, run /reload-plugins to activate in your current session.

Once installed, use slash commands:

/claude-rank:rank              # Smart routing — detects what your project needs
/claude-rank:rank-audit        # Full 10-scanner audit with auto-fix + GSC action plan
/claude-rank:rank-geo          # Deep AI search optimization audit
/claude-rank:rank-aeo          # Answer engine optimization audit
/claude-rank:rank-fix          # Auto-fix all findings in one command
/claude-rank:rank-schema       # Detect, validate, generate, inject JSON-LD
/claude-rank:rank-compete      # Competitive X-Ray — compare vs any competitor URL
/claude-rank:rank-citability   # AI Citability Score — 7-dimension analysis
/claude-rank:rank-content      # Content intelligence analysis
/claude-rank:rank-perf         # Performance risk assessment
/claude-rank:rank-vertical     # E-Commerce / Local Business SEO
/claude-rank:rank-security     # Security headers audit

Zero configuration. claude-rank reads your project structure and self-configures.

Use standalone — no install needed

npx @houseofmvps/claude-rank scan ./my-project          # Local directory
npx @houseofmvps/claude-rank scan https://example.com    # Live URL (crawls up to 50 pages)
npx @houseofmvps/claude-rank geo https://example.com     # GEO audit on any URL
npx @houseofmvps/claude-rank aeo https://example.com     # AEO audit on any URL
npx @houseofmvps/claude-rank citability ./my-project     # AI citability score
npx @houseofmvps/claude-rank content ./my-project        # Content intelligence
npx @houseofmvps/claude-rank keyword ./my-project        # Keyword clustering
npx @houseofmvps/claude-rank brief ./my-project "seo"    # Content brief
npx @houseofmvps/claude-rank perf https://example.com    # Performance audit on any URL
npx @houseofmvps/claude-rank vertical ./my-project       # E-commerce / local SEO
npx @houseofmvps/claude-rank security https://example.com # Security audit on any URL
npx @houseofmvps/claude-rank compete https://comp.com .  # Competitive X-Ray
npx @houseofmvps/claude-rank gsc ./gsc-export.csv        # GSC data analysis
npx @houseofmvps/claude-rank schema ./my-project         # Structured data
npx @houseofmvps/claude-rank scan . --report html        # Agency-ready HTML report
npx @houseofmvps/claude-rank scan . --threshold 80       # CI/CD mode
npx @houseofmvps/claude-rank scan . --json               # Raw JSON output

Install globally

npm install -g @houseofmvps/claude-rank    # scoped (official)
npm install -g claude-rank-seo             # unscoped (shorter)
claude-rank scan ./my-project

Both packages are identical. claude-rank-seo is an unscoped alias for easier npx usage.


The Problem

You shipped your SaaS. Traffic is flat. You Google your product name — page 3. You ask ChatGPT about your niche — your site isn't mentioned. Perplexity doesn't cite you. Google AI Overviews skips you entirely.

Most SEO tools check title tags and call it a day. They don't know that:

  • AI search engines are replacing traditional search — and your content isn't optimized for them
  • Featured snippets and voice search have completely different optimization rules than regular SEO
  • Your robots.txt is blocking GPTBot, PerplexityBot, and ClaudeBot — AI can't cite what it can't crawl
  • You don't have an llms.txt — the file AI assistants look for to understand your project
  • Your structured data is missing or broken — you're invisible to rich results

That's not an SEO problem. That's a visibility problem across every search surface that exists in 2026.

The Solution

/claude-rank:rank-audit

One command. Ten scanners run in parallel — SEO, GEO, AEO, AI Citability, Content Intelligence, Keyword Clustering, Performance, Vertical SEO, Security, and Content Brief. 170+ rules checked. Every finding gets an automated fix. Score tracked over time. Then it tells you exactly what to do in Google Search Console and Bing Webmaster Tools.

SEO Score:         87/100  ████████████░░  (54 rules)
GEO Score:         92/100  █████████████░  (45 rules + E-E-A-T)
AEO Score:         78/100  ██████████░░░░  (12 rules)
Citability Score:  65/100  ████████░░░░░░  (7 dimensions)
Performance:       90/100  █████████████░  (20 rules)
Security:          80/100  ███████████░░░  (15 rules)
Overall:           86/100  READY TO RANK

Score below 80? Run /claude-rank:rank-fix and it auto-generates what's missing — robots.txt, sitemap.xml, llms.txt, JSON-LD schema — then re-scans to show your improvement.


All 10 Scanners

1. SEO Scanner — 54 Rules

Traditional search optimization. The foundation.

Category What it checks
Meta Title (length, uniqueness), meta description, viewport, charset, canonical URL, lang attribute
Content H1 presence, heading hierarchy, word count (<main> only), image alt text, thin content, readability (Flesch-Kincaid), passive voice
Technical robots.txt, sitemap.xml, HTTPS, mobile-friendly viewport, analytics (30+ providers), redirect chains, lazy loading, hreflang
Structured Data JSON-LD presence, validation against Google's required fields (14 schema types), dateModified freshness
Cross-Page Duplicate titles, duplicate descriptions, duplicate content (Jaccard >80%), canonical conflicts, orphan pages, broken internal links

2. GEO Scanner — 45 Rules + E-E-A-T

Generative Engine Optimization. For AI search: ChatGPT, Perplexity, Gemini, Google AI Overviews.

Category What it checks
AI Crawlers robots.txt for 11 bots: GPTBot, PerplexityBot, ClaudeBot, Claude-Web, Google-Extended, CCBot, AppleBot, Bytespider, Meta-ExternalAgent, Amazonbot, anthropic-ai
AI Discoverability llms.txt, sitemap.xml, structured data quality
Content Structure Question-format H2s (filters marketing headers), definition patterns, statistics, data tables, lists
Citation Readiness 134-167 word passage sweet spot, direct answers in first 40-60 words, citations to .edu/.gov/.org
E-E-A-T Author bio, credentials/expertise, about/team page, reviews/testimonials, external authority links

3. AEO Scanner — 12 Rules

Answer Engine Optimization. Featured snippets, People Also Ask, voice search.

Category What it checks
Schema FAQPage, HowTo, speakable, Article structured data
Snippet Fitness Answer paragraph length (40-60 words optimal), numbered steps, definition patterns
Voice Search Concise answers under 29 words, conversational phrasing

4. AI Citability Score — 7 Dimensions

Proprietary scoring algorithm. Scores how likely AI engines are to cite each page (0-100).

Dimension Weight What it measures
Statistic Density 0-15 Data points per 200 words
Front-loading 0-15 Key answer in first 30% of content
Source Citations 0-15 Links to .edu/.gov/research domains
Expert Attribution 0-15 Person schema, author bios, expert quotes
Definition Clarity 0-10 "X is..." / "X refers to..." extraction patterns
Schema Completeness 0-15 Organization + Author + Article + FAQ + Breadcrumb
Content Structure 0-15 Heading hierarchy, lists, paragraph segmentation

5. Content Intelligence

Deep content quality analysis across all pages.

Category What it analyzes
Readability Flesch-Kincaid score, Gunning Fog index, per-page scoring
Duplicate Detection Jaccard similarity fingerprinting across all page pairs
Thin Content Pages under 300 words flagged
Internal Linking Suggests cross-links for pages sharing H2 topics
Orphan Pages Pages with zero incoming internal links
Hub Pages Identifies pillar pages with 5+ outgoing internal links
Topic Clusters Groups pages by shared keywords

6. Keyword Clustering (TF-IDF)

Category What it analyzes
Primary Keyword Highest-weighted keyword per page (from H1/title)
TF-IDF Scoring Term frequency / inverse document frequency across your content
Topic Clusters Pages grouped by 3+ shared significant keywords
Keyword Cannibalization Multiple pages targeting the same primary keyword
Content Gaps Keywords only covered by 1 page — opportunity for more content
Pillar Suggestions When 3+ pages share a theme, suggests creating a pillar page

7. Content Brief Generator

Generate SEO-optimized writing briefs from your existing content.

Category What it generates
Suggested Title H1 based on target keyword and existing content patterns
Word Count Target Avg of related pages + 20% to outperform
H2 Outline From analyzing related content structure
Questions to Answer Extracted from FAQ patterns and question headings
Internal Links Pages to link to/from for topical authority
Related Keywords Extracted from related pages via TF-IDF
GEO Tips Statistics to include, expert quotes, citation opportunities

8. Performance + Mobile Scanner — 20 Rules

Performance and mobile-first indexing checks from static HTML. No Chrome needed.

Category What it checks
CLS Risk Images without width/height dimensions
Render Blocking Scripts without async/defer, excessive blocking scripts
Payload Large inline CSS/JS (>50KB), too many external domains
Loading Missing lazy loading, missing fetchpriority for LCP image
Fonts Web fonts without font-display: swap
Images Responsive images (srcset/sizes), modern formats (WebP/AVIF)
Mobile Missing viewport meta, non-responsive viewport, small tap targets (<44px), small font sizes (<12px), fixed-width elements (>500px)

9. Vertical SEO — 20 Rules

Auto-detects e-commerce and local business sites, then runs specialized checks. SaaS sites with pricing pages are correctly excluded via strong/weak signal weighting.

Type Rules What it checks
E-Commerce 10 Product schema, Offer schema, AggregateRating, reviews, product images, descriptions, breadcrumbs, pricing, availability, duplicate descriptions
Local Business 10 LocalBusiness schema, NAP data, geo coordinates, opening hours, Google Maps, clickable phone, local keywords, address element, service area pages

10. Security & Headers — 15 Rules

Security compliance that directly affects SEO (Google confirmed HTTPS as a ranking signal).

Category What it checks
HTTPS Mixed content, upgrade-insecure-requests
Headers CSP, X-Content-Type-Options, X-Frame-Options, Referrer-Policy, Permissions-Policy
Integrity Subresource Integrity (SRI) on external scripts
Safety Inline event handlers, form actions over HTTP, target="_blank" noopener, iframe sandbox

More Features

Competitive X-Ray

Point at any competitor URL. claude-rank fetches their page and compares everything side-by-side:

  • Tech Stack — 50+ detection patterns (Wappalyzer-style): framework, CMS, CDN, analytics, payments, chat
  • SEO Signals — title, meta, canonical, Open Graph, Twitter Card, structured data
  • Content Depth — word count, heading structure, links
  • Conversion Signals — CTAs, pricing, demo booking, social proof, waitlists (24 patterns)
  • Quick Wins — gaps to close and strengths to keep
claude-rank compete https://competitor.com ./my-project

No API keys. No rate limits. No signup. Just point and compare.

Core Web Vitals (Lighthouse)

claude-rank cwv https://example.com
Metric Good Poor
LCP (Largest Contentful Paint) < 2.5s > 4.0s
CLS (Cumulative Layout Shift) < 0.1 > 0.25
FCP (First Contentful Paint) < 1.8s > 3.0s
TBT (Total Blocking Time) < 200ms > 600ms

No separate install — uses npx -y lighthouse@12 automatically. Just needs Chrome.

Auto-Fix Generators

Every finding has a fix. Not "consider adding" — actual file generation:

Generator What it creates
robots.txt AI-friendly rules allowing all 11 AI crawlers + sitemap directive
sitemap.xml Auto-detected routes (Next.js App/Pages Router, static HTML)
llms.txt AI discoverability file from your package.json
JSON-LD 12 types: Organization, Article, Product, FAQPage, HowTo, LocalBusiness, Person, WebSite, BreadcrumbList, SoftwareApplication, VideoObject, ItemList

Schema Engine — Full CRUD

Detect  → Find all JSON-LD in your HTML files
Validate → Check against Google's required fields (14 schema types)
Generate → Create missing schema from your project data
Inject   → Add generated schema into your HTML <head>

Post-Audit Action Plans

This is what separates claude-rank from every other SEO scanner. After fixing issues, it tells you exactly what to do next:

Google Search Console: Submit sitemap, request indexing for money pages, check coverage, validate rich results, monitor CWV.

Bing Webmaster Tools: Submit URLs (10,000/day), enable IndexNow for near-instant re-indexing, verify robots.txt (Bingbot powers Microsoft Copilot and ChatGPT Browse).

AI Search Verification: Test your brand in ChatGPT, Perplexity, Gemini. Verify llms.txt. Weekly monitoring checklist.

Multi-Page URL Crawling

claude-rank scan https://example.com              # Crawls up to 50 pages
claude-rank scan https://example.com --pages 10    # Limit to 10 pages
claude-rank scan https://example.com --single      # Just one page

BFS crawl, 3 concurrent fetches, cross-page duplicate/canonical analysis.

HTML Report Export

claude-rank scan ./my-project --report html

Self-contained claude-rank-report.html — dark theme, score rings, detailed findings. No external dependencies. Ready to send to clients.

CI/CD Mode

claude-rank scan ./my-project --threshold 80
# Exit code 1 if score < 80 — add to your CI pipeline

Score Tracking

Every audit saves scores. See trends over time:

2026-03-25  SEO: 62  GEO: 45  AEO: 38
2026-03-26  SEO: 78  GEO: 72  AEO: 65  (+16, +27, +27)
2026-03-28  SEO: 87  GEO: 92  AEO: 78  (+9, +20, +13)

Scoring System

All scores: 0-100. Higher is better.

Severity Deduction Example
Critical -20 No title tag, robots.txt blocking all crawlers
High -10 Missing meta description, no JSON-LD, AI bots blocked
Medium -5 Title too long, missing OG tags, no llms.txt
Low -2 Missing lang attribute, no analytics detected

Same rule on multiple pages = one deduction (not N). Consistent across all 10 scanners.


CLI Commands

Command Description
scan ./project SEO scan — 54 rules
scan https://example.com Crawl + scan live site (up to 50 pages)
geo ./project or geo https://... GEO — AI search optimization (45 rules + E-E-A-T)
aeo ./project or aeo https://... AEO — answer engine optimization (12 rules)
citability ./project or URL AI Citability Score — 7 dimensions
content ./project or URL Content intelligence — readability, duplicates, linking
keyword ./project or URL Keyword clustering — TF-IDF, cannibalization, gaps
brief ./project "keyword" Content brief generator (with search intent)
perf ./project or URL Performance + mobile audit (20 rules)
vertical ./project or URL Vertical SEO — e-commerce + local (20 rules)
security ./project or URL Security headers audit (15 rules)
compete https://comp.com . Competitive X-Ray
gsc ./export.csv Google Search Console data analysis
cwv https://example.com Core Web Vitals via Lighthouse
schema ./project or URL Detect + validate structured data
help Show available commands

Flags: --json (raw output) | --report html (visual report) | --threshold N (CI mode) | --pages N (crawl limit) | --single (one page only)


Comparison: claude-rank vs claude-seo

Feature claude-rank claude-seo
SEO rules 54 ~20
GEO — AI search (Perplexity, ChatGPT, Gemini) 45 rules + E-E-A-T Basic
AEO — featured snippets, voice search 12 rules None
AI Citability Score (7-dimension) Yes No
Content Intelligence (readability, duplicates) Yes No
Keyword Clustering (TF-IDF) Yes No
Content Brief Generator Yes No
Performance + Mobile Audit 20 rules No
Mobile-first indexing checks 5 rules No
Vertical SEO (e-commerce + local) Auto-detection No
Security Headers Audit Yes No
Competitive X-Ray (50+ tech patterns) Side-by-side No
Core Web Vitals / Lighthouse Yes No
Schema engine (detect/validate/generate/inject) Full CRUD Detect only
Auto-fix generators (robots.txt, sitemap, llms.txt, JSON-LD) Yes No
Post-audit GSC/Bing action plans Yes No
Cross-page analysis (duplicates, orphans, canonicals) Yes No
Multi-page URL crawling Up to 50 pages No
HTML report export Agency-ready No
CI/CD threshold mode Yes No
Score tracking with trends Yes No
Broken internal link detection Filesystem resolution No
Image optimization audit (srcset, WebP/AVIF) Yes No
URL scanning for all commands Yes No
GSC CSV data integration Yes No
Search intent classification Yes No
Intent-aware cannibalization Yes No
AI bot detection 11 bots Basic

claude-seo tells you what's wrong. claude-rank fixes it.


Terminology

  • GEO (Generative Engine Optimization) — optimization for AI-powered search engines that generate answers (Perplexity, ChatGPT Search, Gemini, Google AI Overviews). NOT geographic.
  • AEO (Answer Engine Optimization) — optimization for direct answer features: featured snippets, People Also Ask, voice assistants.
  • SEO (Search Engine Optimization) — traditional Google/Bing crawlability, indexability, on-page signals.

Security

Protection How
No shell injection execFileSync with array args — zero shell interpolation
SSRF protection All HTTP tools block private IPs, cloud metadata, non-HTTP schemes
No telemetry Zero data collection. No phone-home. Ever.
1 dependency htmlparser2 only (30KB). No native bindings. No node-gyp.
372 tests All scanners, CLI, integration, security tests
File safety 10MB read cap. 5MB response cap. Restrictive write permissions.

See SECURITY.md for the full vulnerability disclosure policy.


What's Inside

Category Count
Scanners 10 (SEO, GEO, AEO, Citability, Content, Keywords, Briefs, Perf+Mobile, Vertical, Security)
Rules 170+ across all scanners
Tools 18 (scanners + GSC analyzer + schema engine + robots/sitemap/llms.txt + competitive X-ray + formatter)
CLI Commands 16 (all accept URLs)
Agents 9 autonomous auditors
Skills 7 plugin skills
Tests 372

Requirements

  • Node.js >= 18 (tested on 18, 20, 22 via CI)
  • ESM environment ("type": "module")
  • No build step required
  • Single dependency: htmlparser2 (30KB)
  • Optional for Core Web Vitals: Chrome/Chromium

Sponsor This Project

I built claude-rank alone — nights and weekends, between building my own SaaS products. No VC funding. No team. Just one person who got tired of being invisible to AI search and decided to fix it for everyone.

This plugin is free forever. No pro tier. No paywalls. No "upgrade to unlock." Every feature — all 10 scanners, 12 slash commands, 9 agents — is yours, completely free.

If claude-rank helped your site rank higher — one AI citation it earned you, one missing schema it generated, one robots.txt fix that unblocked GPTBot — I'd be grateful if you considered sponsoring.

Sponsor on GitHub

Kailesk Khumar, solo founder of houseofmvps.com


Contributing

Found a bug? Want a new scanner rule? Open an issue or PR.

git clone https://github.com/Houseofmvps/claude-rank.git
cd claude-rank
npm install
npm test              # 372 tests, node:test
node tools/<tool>.mjs # No build step

See CONTRIBUTING.md for guidelines.


License

MIT — LICENSE. Free forever. No pro tier. No paywalls.


If claude-rank helped you rank higher, star the repo — it helps others find it too.

Star on GitHub

Every star makes this project more visible to developers who need it.

Star it now | Follow @kaileskkhumar | Sponsor

About

Claude Code plugin that tells you why your site won't get cited by AI — and fixes the discoverability files automatically. 170+ rules across 10 scanners.

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