Research Lab
Search & AI Visibility Studies
Original research on how AI answer engines recommend local service businesses, what drives map pack rankings, and how search visibility converts to booked calls — for plumbing and HVAC companies.
Studies are in progress. The first results will be published here once data collection and peer review are complete.
No study is published with placeholder data.
See how your business scores
Run the free Search Authority Audit and get your 100-point score across the signals Google and AI engines use to decide who to recommend.
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