Which GTA home builders do AI assistants recommend?
Provisional reading. ChatGPT, Gemini and Google AI Mode answered the same 16 buyer questions three times, 3–5 November 2026. The ranking is final after the human check of builder-name matching.
All three runs captured · provisional. Captured 3, 4 and 5 November 2026 (UTC) through SearchAtlas, Canada, with the same 16 questions. The numbers stay provisional until the human check of builder-name matching is done. An outage at the capture service's Copilot provider began on 3 November (11:45 UTC), so the score uses ChatGPT, Gemini and Google AI Mode; Copilot's run 1, captured before the outage, is shown separately below.
This reading's movers
The ranking
Share is the position-weighted share of answers that recommend the business, 0 to 100, across every scored question, assistant and run in the reading. Spread is the variation between runs. Engines shows which of the scored assistants named the business at least once.
Eligible but not named
The 17 questions we asked
Each scored question was asked three times to each scored assistant during the capture window, with no account history and no location signal beyond the question text. The branded question is reported, not counted toward the ranking.
How this was measured
HCRA Ontario Builder Directory: licensed builders with a GTA office, grouped by the regulator's umbrella entity, at least 100 Tarion possessions in the last 10 years; construction managers and general contractors excluded as a separate category
Read the full methodologyUse this data
Every number on this page is published as structured data for journalists, researchers and AI systems. Cite the reading, not the page: readings are dated, and any correction is logged on the reading with its date, with the superseded figures left visible.
Is your business on this list?
Every eligible business has a page here whether it was named or not. Check your standing, request a correction, or ask how monitoring works. The score itself is never for sale.
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