Six of Dallas's twenty biggest-reviewed dealers never came up.
Twenty buyer questions to ChatGPT, asked signed out, 31 August 2026. Then a count of which of the twenty most-reviewed used-car dealers in Dallas got named in an answer, and which never did.
The board.
Ranked by Google review count. Named, out of 20 questions.
Never named, out of the twenty biggest.
453 to 2,228 Google reviews each. Zero appearances across all twenty questions.
Toyota of Dallas and Texas Cars Direct were each named ten times out of twenty, the most of any store measured. EchoPark, the single largest review count on the board at 19,367, was named twice.
How this was run.
The questions
Twenty buyer questions a real Dallas car shopper would ask an AI assistant, asked signed out in a fresh session, 31 August 2026, one engine: ChatGPT.
The field
The twenty Dallas-area used-car dealers with the most Google reviews at the time of the run, including Grand Prairie and Garland. Review counts pulled the same week the questions ran.
The count
Named counts are read directly off the raw answer text, by literal name match, twenty answers per store maximum. This is a single dated run, not a monthly average; the monthly service runs the same battery again every month.
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