Data Freshness

Coverage

We index case studies from 50+ companies across payments, HR tech, developer tools, cybersecurity, data, ecommerce, cloud, AI, and more.

Crawl frequency

• New companies added on a rolling basis
• Existing companies re-crawled periodically
• Submitted companies indexed within 48 hours

How case studies are processed

1. Crawl — Firecrawl renders pages including JS-heavy sites
2. Extract — Claude AI structures each page into fields
3. Embed — Vector embeddings generated for semantic search
4. Index — Stored and searchable via the API

Want a specific company? Use the submit endpoint.