Why does this remodeling ranking start with records, not the map?
Because in remodeling, a top spot on Google carried less into AI answers than in any other trade we studied. ChatGPT named 36 of the 148 remodelers in the local pack, the fewest of eight trades, and Maps leaders fared worse, as our remodeling leads guide shows. The records it read instead rank first here.
Records that AI answers cite come first, biggest outlier first: Houzz, cited 869 times against at most 24 in any other trade, then permit records and trade bodies. Search timing and site gaps follow. A published rule outranks a study figure that barely moves, which is why reviews sit seventh. Practice ranks last.
The study is ours. In each of 50 US metros we kept the top three on Google Maps for "remodeling contractor," the three in the local pack, and every company ChatGPT named in five answers to "Which remodeling contractors in [City], [State] should a homeowner call?" We also asked about 750 remodelers by name and saved their sites and Google reviews.
Its limits: it shows which records sat beside the remodelers AI answers named in one October 2026 snapshot, not that those records won anyone a project, and it says nothing about home shows, mail or social media, which we didn't measure. The six remodeling marketing guides we read on November 1, 2026, listed 3 to 16 ideas; none ranked them by evidence or mentioned AI answers.