What we have measured about how AI assistants decide which local business to name, with the methods and the limits included.
How AI Reads Your WebsiteYour website is two documents, and AI usually gets the thin one. Here is how to see which you have in thirty seconds, and what we measured about which parts of the thick one matter. August 14, 2026 · 17 min read
AI names the businesses whose website says they do that exact jobNobody asks AI for "a plumber". They ask who fixes a burst pipe. We put 322 of those questions to AI across 9 local markets and checked whose website mentioned that exact job. 1,404 comparisons. July 31, 2026 · 10 min read