De Fer Coffee & Tea
When Pittsburgh shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, 18 of 30 answers name De Fer Coffee & Tea. #2 of 67 local coffee roasters; AI names Prestogeorge Coffee & Tea in 20.
- ChatGPT7 of 10
- Perplexity5 of 10
- Google AI Mode6 of 10
Leader: Prestogeorge Coffee & Tea, 20 of 30
Asked on 30 October 2026De Fer Coffee & Tea
- 4.7 · 881 Google reviews
- 2002 Smallman St, Pittsburgh, PA 15222 · 2 locations
- Coffee
- defer.coffee
More Google reviews than 94% of the coffee roasters in Pittsburgh. 21 coffee roasters here are named at least once.
What AI said about it
“Good selection of specialty drinks and roasted beans.”ChatGPT · 30 October 2026
The 10 questions we asked
Each asked in ChatGPT, Perplexity and Google AI Mode. A tick: at least one answer to it names De Fer Coffee & Tea 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 defer.coffee
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 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.
- Commonplace Coffee14 of 30 · ★ 4.7 · 828 reviews
- Espresso a mano2 of 30 · ★ 4.7 · 818 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
- La Prima Espresso Company13 of 30 AI answers
- Allegheny Coffee & Tea Exchange12 of 30 AI answers
- Nicholas Coffee & Tea Co.3 of 30 AI answers
Is De Fer Coffee & Tea 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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