I started building ai-visibilitybecause the gap between how websites are built and how AI crawlers actually read them kept showing up as the same handful of avoidable problems — crawlers blocked by accident, content that only exists after JavaScript runs, structured data that's missing or wrong. None of it requires exotic tooling to fix. It mostly requires knowing it's happening.
CrawlPod is the product built around that package: this site, the free scanner, and — in development — no-code versions of the same checks for Shopify and WordPress, since most site owners aren't going to npm install anything.
Where things actually stand
ai-visibility— shipped, MIT-licensed, on npm and GitHub.- The scanner — shipped, free, no account required.
- Shopify app and WordPress plugin — in development, not yet available.
- No customers yet. No case studies, no testimonials, nothing implying otherwise anywhere on this site — that's deliberate, not an oversight.
This site also runs on what it sells — see /built-with for exactly which package features it uses and its own live, honest score.