Leaf & Bean
When Pittsburgh shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names Leaf & Bean. #27 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 2026Leaf & Bean
- 4.8 · 493 Google reviews
- 2200 Penn Ave, Pittsburgh, PA 15222
- Coffee
- leafandbean.com
More Google reviews than 79% 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
Leaf & Bean 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 Leaf & Bean 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 leafandbean.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.
- 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.
- Prestogeorge Coffee & Tea20 of 30 · ★ 4.8 · 447 reviews
- Redhawk Coffee Roasters11 of 30 · ★ 4.7 · 603 reviews
- La Prima Espresso Company13 of 30 · ★ 4.7 · 740 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
Is Leaf & Bean 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.
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