James Cafe
When Pittsburgh shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names James Cafe. #50 of 67 local coffee roasters; AI names Prestogeorge Coffee & Tea in 20.
- ChatGPT0 of 10
- Perplexity0 of 10
- Google AI Mode0 of 10
Leader: Prestogeorge Coffee & Tea, 20 of 30
Asked on 30 October 2026James Cafe
- 4.5 · 108 Google reviews
- 2550 Smallman St, Pittsburgh, PA 15222
- Coffee
- thejamescafe.com
More Google reviews than 30% of the coffee roasters in Pittsburgh. Yet AI names 21 other coffee roasters here, Prestogeorge Coffee & Tea first, with 447 reviews.
What AI answers instead
A shopper asks ChatGPT: “best coffee roaster in Pittsburgh”. The answer names:
- Ghost Coffee Collab
- La Prima Espresso Company
- Commonplace Coffee
- Redstart Roasters
James Cafe 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 James Cafe or links its site.
- best coffee roaster in Pittsburgh
- where to buy fresh coffee beans in Pittsburgh
- local coffee roasters in Pittsburgh that ship
- best espresso beans from a Pittsburgh roaster
- coffee subscription from a roaster in Pittsburgh
- where to buy specialty coffee beans in Pittsburgh
- single origin coffee beans in Pittsburgh
- coffee roastery in Pittsburgh with online ordering
- best coffee gift from a Pittsburgh roaster
- which local roaster in Pittsburgh do people recommend
What AI finds on thejamescafe.com
Its home page, robots.txt and llms.txt, checked on 3 November 2026: what AI assistants read first.
- Store details in structured dataName, address and hours in a form AI reads directly.
- 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.
- Convive Coffee Roastery7 of 30 · ★ 4.5 · 165 reviews
- 19 Coffee2 of 30 · ★ 4.5 · 42 reviews
- Standing Wave Coffee1 of 30 · ★ 4.8 · 79 reviews
Nearby, in 15222
Other coffee roasters with the same ZIP code.
- Prestogeorge Coffee & Tea20 of 30 AI answers
- De Fer Coffee & Tea18 of 30 AI answers
- La Prima Espresso Company13 of 30 AI answers
- Allegheny Coffee & Tea Exchange12 of 30 AI answers
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