ChatGPT, Claude and Gemini were asked 12 questions the way people ask them, with web search on, and told to link each place's own site. Every question, the places named, who named them, and the direct link where the place has one.
Asked on 2026-10-15. Where the answers send people · The Atlanta index · Markdown.
| Place | Named by | Direct link |
|---|---|---|
| Gus’s World Famous Fried Chicken not in the index | ChatGPT with its own site Claude with its own site Gemini with its own site | gusfriedchicken.com |
| The Busy Bee Café | ChatGPT with its own site Claude with its own site Gemini with its own site | toasttab.com |
| Atlanta Fish & Chicken Mart not in the index | Claude with its own site | atlantafishandchicken.com |
| Hattie B’s Hot Chicken | Gemini with its own site | hattieb.com |
| Zaxby’s | ChatGPT with its own site | zaxbys.com |
| Place | Named by | Direct link |
|---|---|---|
| Aria not in the index | ChatGPT with its own site Claude with its own site | aria-atl.com |
| Canoe | Claude with its own site Gemini with its own site | atlantaeats.com |
| Atlas | ChatGPT with its own site | atlasrestaurant.com |
| BoccaLupo not in the index | Gemini with its own site | boccalupoatl.com |
| Le Colonial not in the index | Claude with its own site | lecolonial.com |
| Marcel | Gemini with its own site | marcelatl.com |
| The Garden Room not in the index | ChatGPT with its own site | thegardenroomatlanta.com |
| Place | Named by | Direct link |
|---|---|---|
| Antico Pizza | ChatGPT by name Gemini with its own site | littleitalia.com |
| Diavola not in the index | ChatGPT with its own site | toasttab.com |
| Glide Pizza | Gemini with its own site | glidepizza.com |
| Pizza Piccola New York Style not in the index | Claude with its own site | slicelife.com |
| Savage Pizza | Gemini with its own site | savagepizza.com |
| Best Pizza not in the index | Claude by name | no link given |
| Blue Moon Pizza not in the index | ChatGPT by name | no link given |
| Grandma’s Pizza not in the index | ChatGPT by name | no link given |
| Peros Pizza & Pasta not in the index | Claude by name | no link given |
| San Gennaro not in the index | ChatGPT by name | no link given |
| Place | Named by | Direct link |
|---|---|---|
| Cafe Kulture not in the index | Claude with its own site | cafekulture.co |
| La Semilla | Claude with its own site | lasemilla.kitchen |
| Local Green Atlanta not in the index | Claude with its own site | localgreenatlanta.com |
| NaanStop not in the index | ChatGPT with its own site | naanstop.com |
| Plant Based Pizzeria | Gemini with its own site | plantbasedpizzeria.net |
| PLANTA not in the index | ChatGPT with its own site | plantarestaurants.com |
| Purely Plant | ChatGPT with its own site | eatpurelyplant.com |
| Slutty Vegan | Gemini with its own site | sluttyveganatl.com |
| Tassilis Raw Reality Café not in the index | Gemini with its own site | tassilisrawreality.com |
| Place | Named by | Direct link |
|---|---|---|
| Nakato Japanese Restaurant | ChatGPT with its own site | nakatorestaurant.com |
| O-Ku Sushi not in the index | Gemini with its own site | o-kuatlanta.com |
| Ru Sans Sushi and Seafood not in the index | ChatGPT with its own site | rusansseafood.com |
| Satto Thai & Sushi Bar | Claude with its own site | sattothai.com |
| Starfish Restaurant not in the index | Claude with its own site | order.online |
| Sushi Itto not in the index | ChatGPT with its own site | atlantasushiitto.com |
| Tomo Japanese Restaurant not in the index | Gemini with its own site | tomorestaurant.com |
| Umai Sushi & Noodles not in the index | Claude with its own site | toasttab.com |
| UMI Modern Japanese not in the index | Gemini with its own site | square.site |
| Place | Named by | Direct link |
|---|---|---|
| The Colonnade | ChatGPT with its own site Claude with its own site Gemini with its own site | thecolonnadeatl.com |
| Busy Bee Cafe | Claude with its own site Gemini with its own site | thebusybeecafe.com |
| Twisted Soul Cookhouse & Pours | ChatGPT with its own site Gemini with its own site | twistedsoulatl.com |
| Matthews Cafeteria not in the index | Claude with its own site | matthewscafeteria.net |
| Wisteria | ChatGPT with its own site | wisteria-atlanta.com |
| Place | Named by | Direct link |
|---|---|---|
| South City Kitchen Midtown | ChatGPT with its own site Gemini with its own site | southcitykitchen.com |
| The Betty not in the index | ChatGPT with its own site Gemini with its own site | thebettyatl.com |
| Kamayan ATL not in the index | Claude with its own site | kamayanatl.com |
| THE CHASTAIN | ChatGPT with its own site | thechastainatl.com |
| Tiny Lou’s not in the index | Gemini with its own site | tinylous.com |
| Yaldas Persian and Middle Eastern not in the index | Claude with its own site | yaldaatl.com |
| Place | Named by | Direct link |
|---|---|---|
| Ray’s on the River not in the index | ChatGPT with its own site Claude with its own site Gemini with its own site | raysontheriver.com |
| Canoe | ChatGPT with its own site Gemini with its own site | canoeatl.com |
| Polaris | ChatGPT with its own site Gemini with its own site | polarisatlanta.com |
| Atlanta Fish Market | Claude with its own site | atlantafishmarket.com |
| Place | Named by | Direct link |
|---|---|---|
| Aviva by Kameel not in the index | Gemini with its own site | square.site |
| Guss World Famous Fried Chicken not in the index | Claude with its own site | gusfriedchicken.com |
| MiMi Taqueria not in the index | ChatGPT with its own site | mimitaqueria.com |
| NaanStop not in the index | Gemini with its own site | naanstop.com |
| Park Place K-BOB not in the index | ChatGPT with its own site | parkplacekbob.com |
| Reubens Deli not in the index | Gemini with its own site | reubensdeliatlanta.com |
| The Food Shoppe | Claude with its own site | thefoodshoppeatl.com |
| Kwans Deli and Korean Kitchen not in the index | Claude by name | no link given |
| Place | Named by | Direct link |
|---|---|---|
| 5Church Buckhead | Claude with its own site | 5churchatl.com |
| Bacchanalia | ChatGPT with its own site | squarespace.com |
| Bones | Gemini with its own site | bones-restaurant.com |
| Boqueria Colony Square not in the index | Claude with its own site | boqueriarestaurant.com |
| Gunshow | Gemini with its own site | gunshowatl.com |
| Marcel | Gemini with its own site | marcelatl.com |
| Miller Union | ChatGPT with its own site | millerunion.com |
| New York Prime | Claude with its own site | newyorkprime.com |
| The Betty not in the index | ChatGPT with its own site | thebettyatl.com |
| Place | Named by | Direct link |
|---|---|---|
| Fred’s Meat & Bread | ChatGPT by name Gemini with its own site | fredsmeatandbread.com |
| NFA Burger not in the index | ChatGPT with its own site Gemini with its own site | nfaburger.com |
| Bobbys Burger Palace not in the index | Claude with its own site | bobbysburgerpalace.com |
| Burger Stack not in the index | ChatGPT with its own site | fredsmeatandbread.com |
| Double Stack Burger not in the index | ChatGPT with its own site | thegeneralmuir.com |
| Holeman & Finch Public House | Gemini with its own site | holeman-finch.com |
| Yeah! Burger not in the index | Claude with its own site | yeahburger.com |
| The General Muir | ChatGPT by name | no link given |
| The Vortex Bar & Grill | Claude by name | no link given |
| Place | Named by | Direct link |
|---|---|---|
| Woodys Cheesesteaks not in the index | Claude with its own site Gemini with its own site | woodyscheesesteaks.com |
| Ajay’s Kitchen not in the index | ChatGPT with its own site | ajayskitchen.com |
| El Rey del Taco | Claude with its own site | elreydeltacoatl.com |
| Fellinis Pizza not in the index | Gemini with its own site | square.site |
| Gino’s NY Pizza Bar | ChatGPT with its own site | ginosnypizzabaratl.com |
| Landmark Diner | Gemini with its own site | landmarkeats24.com |
| Octopus Bar not in the index | Claude with its own site | soba-eav.com |
| Tacos Acapulco not in the index | ChatGPT with its own site | tacosacapulcomexican.com |
Each assistant was asked once per question, 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; links between a name and the next are that place's. "With its own site" means the assistant linked the place's own website; "through a marketplace" or "a directory" that it linked a listing instead; "by name" that it gave no link. The direct links come from the Direct Index scan of the place's site, not from the assistant.