Ten Thousand Coffee
When New York shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names Ten Thousand Coffee. #43 of 62 local coffee roasters; AI names Partners Coffee in 11.
- ChatGPT0 of 10
- Perplexity0 of 10
- Google AI Mode0 of 10
Leader: Partners Coffee, 11 of 30
Asked on 30 October 2026Ten Thousand Coffee
- 4.1 · 294 Google reviews
- 14 Wall St, New York, NY 10005
- Coffee
- 10000coffeeusa.com
More Google reviews than 33% of the coffee roasters in New York. Yet AI names 22 other coffee roasters here, Partners Coffee first, with 544 reviews.
What AI answers instead
A shopper asks ChatGPT: “best coffee roaster in New York”. The answer names:
- La Cabra
- Parlor Coffee
- Variety Coffee
Ten Thousand Coffee is not in it, or in any of the other 29 answers.
The 10 questions we asked
Each asked in ChatGPT, Perplexity and Google AI Mode. A tick: at least one answer to it names Ten Thousand Coffee or links its site.
- best coffee roaster in New York
- where to buy fresh coffee beans in New York
- local coffee roasters in New York that ship
- best espresso beans from a New York roaster
- coffee subscription from a roaster in New York
- where to buy specialty coffee beans in New York
- single origin coffee beans in New York
- coffee roastery in New York with online ordering
- best coffee gift from a New York roaster
- which local roaster in New York do people recommend
What AI finds on 10000coffeeusa.com
Its home page, robots.txt and llms.txt, checked on 3 November 2026: what AI assistants read first.
- Store details in structured dataNo Organization or LocalBusiness data on the home page: AI has to guess who and where the store is.
- Products in structured dataNo Product data on the home page: AI cannot see what the store sells or for how much.
- Ratings in structured dataNo rating or review data: AI leans on other sites to judge the store.
- Open to AI assistantsrobots.txt lets the AI crawlers in.
- llms.txtNo llms.txt: no short summary written for AI assistants.
- Secure site (HTTPS)Opens over HTTPS.
Stores like it that AI names
Close in Google rating and reviews.
- Joe Coffee Company4 of 30 · ★ 4.3 · 312 reviews
- Gotham Coffee Roasters7 of 30 · ★ 4.4 · 295 reviews
- Irving Farm Coffee3 of 30 · ★ 4.4 · 328 reviews
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