Open-source toolkit for making websites AI-ready
GeoKit is a suite of developer tools for Generative Engine Optimization (GEO) — making your website visible to AI crawlers like ChatGPT, Claude, Perplexity, and Google AI Overviews.
Traditional SEO focused on ranking. GEO focuses on being cited in AI-generated answers.
| Package | Description | Status |
|---|---|---|
@glincker/geo-audit |
CLI that scores any website's AI-readiness 0-100 | Published |
@glincker/geo-seo |
Generate llms.txt, JSON-LD, robots.txt, sitemap for AI discoverability | Published |
@glincker/geomark |
Convert any URL to clean markdown with metadata | Published |
@glincker/geokit |
Unified CLI + auto-fix pipeline | Published |
| Import | Framework |
|---|---|
@glincker/geo-seo/next |
Next.js |
@glincker/geo-seo/vite |
Vite / Vue / Svelte / Remix / SolidStart |
@glincker/geo-seo/astro |
Astro |
@glincker/geo-seo/nuxt |
Nuxt |
# Audit any website (no install needed)
npx @glincker/geo-audit https://yoursite.com
# Install globally
npm install -g @glincker/geo-audit
geo-audit https://yoursite.com
# Get a badge snippet for your README
geo-audit https://yoursite.com --badge🔍 GEO Audit: glincker.com
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
Score: 75/100 (B)
AI Discoverability 25/40
❌ llms.txt Exists 0/10
⚠️ robots.txt AI Crawler Rules 5/10
Structured Data 30/35
✅ JSON-LD Schema.org Markup 10/10
✅ OpenGraph Tags 10/10
Content Quality 30/38
⚠️ Heading Hierarchy 5/10
✅ SSR Content 10/10
Technical AI-Readiness 16/21
⚠️ Response Time 5/10
✅ HTTPS 3/3
📋 Top Recommendations:
1. Add /llms.txt (+10 points)
2. Add AI crawler rules to robots.txt (+5 points)
3. Fix heading hierarchy (+5 points)
20 rules across 4 categories, normalized to a 0-100 score:
- AI Discoverability (40 pts) — llms.txt, robots.txt AI rules, sitemap, RSS feeds
- Structured Data (35 pts) — JSON-LD, OpenGraph, meta tags, canonical URL, identity schema
- Content Quality (38 pts) — Headings, SSR, FAQ schema, lang tag, alt text, semantic HTML
- Technical (21 pts) — Response time, content encoding, HTTPS, viewport
Add AI-readiness checks to your CI/CD pipeline with our Marketplace action:
- uses: GLINCKER/geo-audit-action@v1
with:
url: https://yoursite.com
fail-under: 70
comment: trueOutputs score, grade, badge, and full result JSON. Posts a PR comment with your AI-readiness report.
- ChatGPT, Claude, and Perplexity handle millions of searches daily
- Google AI Overviews appear in 15%+ of search results
- AI crawlers use different signals than traditional SEO
git clone https://github.com/glincker/geokit.git
cd geokit
npm install
npm run build # Build all packages
npm run test # Run all tests (323 passing)See CONTRIBUTING.md for how to add rules, run tests, and submit PRs.
MIT - see LICENSE
Made by Glincker