Coffee and a good cake this afternoon. Where should I go?
What ChatGPT and Gemini answered when asked this in Cambridge cafes and bars on 2026-11-04, with web search on. Below are the places named, who named each one, and the direct link where the place has one.
| Place | Named by | Direct link |
|---|---|---|
| Bould Brothers Coffee | ChatGPT with its own site Gemini with its own site | bouldbrotherscoffee.co.uk |
| Fitzbillies | Gemini with its own site | fitzbillies.com · book direct · order direct |
| Fitzbillies, Trumpington Street not in the index | ChatGPT with its own site | fitzbillies.com · book direct · order direct |
| Hot Numbers Coffee | Gemini with its own site | hotnumberscoffee.co.uk · book direct · order direct |
| Michaelhouse Café | ChatGPT with its own site | michaelhousecafe.com |
How this is read
Each assistant was asked each question once, with web search on, for up to three places and the link to each one's own website. Names are read from the answer and matched against the index. Any link between one name and the next belongs to that place. "With its own site" means the assistant linked the place's own website. "Through a marketplace" or "a directory" means it linked a listing instead, and "by name" means it gave no link. The direct links come from the Direct Index's own scan of the place's site. The assistant didn't supply them.
Every question for Cambridge cafes and bars · Where assistants send people in Cambridge cafes and bars.