Research
What AI platforms actually do when they recommend a local business.
Everything here comes from answers we collected and read ourselves. Thousands of them, measured repeatedly, reported with the noise included.
Our research·3 min read
The Best-Reviewed Dentist in Town Is Invisible to AI
701 five-star reviews. #1 in the Google local pack. Named in 11% of ChatGPT answers.
Read it →Our research·3 min read
Nobody Has Won AI Search in Your Town. Yet.
We measured four local markets. The leader in each one is named in less than half of AI answers.
Read it →How we measure·4 min read
Your AI Visibility Score Is Probably Lying to You
Ask an AI the same question twice and you'll get two different answers. Most tools ask once.
Read it →The market·4 min read
The Best-Converting Visitor You're Not Measuring Comes From AI
AI-referred traffic to US retail sites grew 393% in a year, and it converts 42% better than everything else, a record (Adobe Analytics, 2026).
Read it →