Waseit study · US · collected 2026-09-13
Which dentists do AI assistants recommend in Philadelphia?
We asked ChatGPT and Gemini 4 real buying questions about dentists in Philadelphia - the way customers actually ask. 18 names came back for this trade in this city.
1 name is cited by more than one assistant, out of 18 found. The leader takes 18% of citations - the top spot is held, but the rest is contested.
The names the assistants cite most
- 1.Art of Dentistrycited 2 times · by ChatGPT, Gemini
- 2.Philadelphia Dental Associatescited 1 time · by ChatGPT
- 3.Dr. Steven B. DAngelo, DMDcited 1 time · by ChatGPT
- 4.The Center for Dental Excellencecited 1 time · by ChatGPT
- 5.Rittenhouse Dental Groupcited 1 time · by ChatGPT
- 6.Dental Arts of Philadelphiacited 1 time · by ChatGPT
- 7.Bryn Mawr Dentalcited 1 time · by ChatGPT
- 8.Philadelphia Dentistrycited 1 time · by Gemini
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