Geolint is an ESLint-style linter tool that audits websites for AI-search readiness by checking AI crawler access, llms.txt files, structured data, and citability. It runs 52 audit rules, provides concrete fixes for issues, and integrates into CI/CD pipelines with scoring and reporting capabilities.
A developer's Vercel bill increased 10x due to over 1 million requests from Meta's bot crawler targeting a preview deployment shared on WhatsApp. The unexpected charges weren't from user traffic but from Meta's aggressive crawling, and Vercel declined to assist with the bill.