Reginald's Coffee
When Pittsburgh shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names Reginald's Coffee. #31 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 2026Reginald's Coffee
- 4.8 · 406 Google reviews
- 2600 South Park Rd, Bethel Park, PA 15102
- Coffee
- reginaldscoffee.com
More Google reviews than 71% 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
Reginald's 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 Reginald's Coffee 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 reginaldscoffee.com
A free check of the store's home page, robots.txt and llms.txt, on 3 November 2026. These are the signals AI assistants read first.
reginaldscoffee.com did not open for us on 3 November 2026. If AI assistants cannot open it either, they cannot read it.
Stores like it that AI names
Close in Google rating and reviews.
- Prestogeorge Coffee & Tea20 of 30 · ★ 4.8 · 447 reviews
- Redstart Roasters12 of 30 · ★ 4.7 · 309 reviews
- Hilltop Coffee & Tea2 of 30 · ★ 5.0 · 382 reviews
Nearby, in 15102
Other coffee roasters with the same ZIP code.
- Davinci Workshop & Cafe0 of 30 AI answers
Is Reginald's Coffee yours?
The free scan asks the questions your shoppers ask, built from your own catalog, and shows who AI picks instead of you and what to fix. On a plan, 7BE does the work: product texts, feeds and reviews, checked every week.
No signupNothing to installCity for local shops