Which brands does AI recommend?
We ask each engine the questions a buyer would ask, several times, and count who gets named. Every table publishes its prompt basket, its sample size and its date, because a leaderboard without those is an opinion with numbers on it.
No categories measured yet. Each one is a real scan across five engines rather than an estimate, so they appear here as they are run rather than all at once.
These tables measure how often a brand is named, not whether it is any good. The engines report what they have read, and what they have read is not the same thing as what is best. If a table looks wrong to you, tell us and we will re-run it.