Waseit study · US · collected 2026-09-13
Which bakeries do AI assistants recommend in Houston?
We asked ChatGPT and Gemini 4 real buying questions about bakeries in Houston - the way customers actually ask. 17 names came back for this trade in this city.
1 name is cited by more than one assistant, out of 17 found. The leader takes 23% of citations - the top spot is held, but the rest is contested.
The names the assistants cite most
- 1.Common Bond Café & Bakerycited 3 times · by ChatGPT, Gemini
- 2.Sweet Briberycited 2 times · by ChatGPT
- 3.Lemon Lainecited 1 time · by ChatGPT
- 4.The Doughconecited 1 time · by ChatGPT
- 5.Blacksmithcited 1 time · by ChatGPT
- 6.Fluff Bake Barcited 1 time · by ChatGPT
- 7.Pâtisserie by Camillecited 1 time · by ChatGPT
- 8.Baked Goodscited 1 time · by ChatGPT
Counts are citations across our sampled answers for this trade and city, collected 2026-09-13 via the assistants' APIs. Answers vary between runs - across the whole study, assistants agreed with each other on only 3% of names. A snapshot, honestly labeled, not a permanent ranking.
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Full dataset and method: the 2026 US study (872 answers, 218 trade×city cells) · our methodology