Show HN: LLMGeoKit – Free scanner for AI/LLM visibility (the new SEO) (llmgeokit.com)
AI assistants like ChatGPT, Claude, and Perplexity are replacing Google for millions of searches. But most websites are invisible to them.
LLMGeoKit is a free scanner that analyzes your site across 7 dimensions of LLM visibility: - Robots.txt & crawler access - Structured data (JSON-LD) - Metadata & Open Graph tags - Content structure - llms.txt (the new standard for AI) - Citation signals - Content extractability
Get your score in 30 seconds. No signup required.
We built this because SEO is evolving into GEO (Generative Engine Optimization), and most companies have no idea where they stand.
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[ 3.8 ms ] story [ 11.2 ms ] threadThe scanner checks 7 things: 1. robots.txt - are you blocking AI crawlers? 2. Structured data - JSON-LD that LLMs can parse 3. Metadata - title, description, OG tags 4. Content structure - headings, lists, semantic HTML 5. llms.txt - the emerging standard (like robots.txt for AI) 6. Citation signals - author, date, canonical URL 7. Extractability - FAQs, tables, definition lists
Tech stack: FastAPI + Jinja2 + Tailwind (no React). Hosted on Cloud Run. 181 tests.
The thesis: SEO optimized for Google's index. GEO (Generative Engine Optimization) optimizes for AI training data and retrieval. Different game, different rules.
Happy to discuss the technical approach or GEO strategy. Try it on your own site and let me know what you find.