Systematic intelligence on how AI recommendation systems discover, evaluate, and cite local businesses — with a focus on the Indian professional market.
Published audits are based on direct testing: real queries, real AI outputs, real citation behavior. Not vendor theory.
"Most AI visibility advice is borrowed from SEO orthodoxy. We prefer to test."
These audits are the empirical foundation behind InRadar's GEO methodology. When we recommend a schema type or cite a citation signal, it's because we've tested it — not because a whitepaper said so. The audits are published publicly so that the findings benefit Indian businesses whether they work with us or not.