Also known as: AI Readiness Benchmarks, Industry AI Visibility Distribution, Anonymized AI Search Benchmarks
Anonymized score distributions by industry, auto-refreshed hourly via Next.js ISR (stale-while-revalidate) from real Radar platform audits. Public pages show only rank, industry, score, and grade. The page distinguishes raw audited domains (every domain that has run a Radar audit) from surfaced domains (those in industries meeting the 3-domain threshold). Recently-audited domains in micro-categories sit invisible until peers join them. Domain and brand identifiers are never fetched or rendered. Users benchmark where their domain would rank against industry peers without exposing any site identity, same approach as Glassdoor salary bands.
Canonical resource
/labs/leaderboardsWant to implement ai visibility benchmarks by industry (anonymized) in your product?
Talk to our teamOur most-cited deep dives on AI search visibility, plus what we shipped this month.
When AI engines link your brand to the wrong same-named entity, you still get cited, but the citation points at someone else. Here is how brand disambiguation fails and how to fix it.
Reddit is the most-cited source in AI answers. The Reddit Brand Monitor finds what is said about your brand there, scores it, and flags AI-generated seeded posts.
The YouTube Brand Monitor tracks what is said about your brand on YouTube, scores it on five dimensions, and reads the actual transcripts so you see the coverage AI already hears.