Tools.
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
freePaste a URL and see which AI crawlers (ChatGPT, Claude, Perplexity and more) your robots.txt permits or blocks on that page, and whether you opt out of AI training. Free, no account, just an email for your result. The 30-second first step before the full audit.
Open AI Crawler CheckContextScore
liveSee 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 ContextScoreSafety Grade
freePaste 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 secrets left in the page and misconfigurations visible from outside. Free, usually under a minute.
Open Safety GradeMore coming
roadmapEvery 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.
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