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When a piece of our work stops needing a human, we standardize it into a product you can run yourself. ContextScore is the first.

AI Crawler Check

free

Paste a URL and see which AI crawlers (ChatGPT, Claude, Gemini, Perplexity) your robots.txt permits or blocks. Free, no account, just an email for your result. The 30-second first step before the full audit.

Open AI Crawler Check

ContextScore

live

See where AI struggles to answer from your help center. We run plausible customer questions through a reference retrieval-and-answering pipeline, then show, in the sample, the answers it can't support from your content, traced to the page behind it.

Open ContextScore

Safety Grade

free

Paste a URL and get a security grade for your vibe-coded site, based only on what it already serves in public. A letter grade, plus the exposed secrets and misconfigurations visible from outside. Free, about a minute.

Open Safety Grade

More coming

roadmap

Every repeatable engagement is a candidate to become the next tool. If there's a data task you run on a schedule, tell us. It might be next.

Suggest one →

Data & content engineering for companies betting on AI. Remote-first and worldwide, based in India.

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