Seafood dinner with a view, table for four this week.
What ChatGPT, Claude and Gemini answered when asked this in Raleigh on 2026-10-22, 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 |
|---|---|---|
| Book: https://www.theumstead.com/dining/herons not in the index | Claude with its own site | theumstead.com |
| La Terrazza not in the index | ChatGPT with its own site | laterrazzaraleigh.com |
| Margauxs Restaurant not in the index | Gemini with its own site | margauxsrestaurant.com |
| Mulino Italian Kitchen & Bar | Gemini with its own site | mulinoraleigh.com |
| Order: https://www.ncseafood.com/raleigh/ not in the index | Claude with its own site | ncseafood.com |
| RH Rooftop Restaurant not in the index | ChatGPT with its own site | rh.com |
| St. Roch Fine Oysters + Bar not in the index | Gemini with its own site | strochraleigh.com |
| The Willard Rooftop Lounge not in the index | ChatGPT with its own site | thewillardraleigh.com |
| RH Rooftop Restaurant at RH Raleigh not in the index | Claude through a marketplace | marketplace only |
| Herons at The Umstead Hotel and Spa not in the index | Claude by name | no link given |
| NC Seafood Restaurant not in the index | Claude by name | no link given |
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.
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