321 Coffee
When Raleigh shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, 8 of 30 answers name 321 Coffee. #8 of 83 local coffee roasters; AI names Larry's Coffee in 28.
- ChatGPT1 of 10
- Perplexity4 of 10
- Google AI Mode3 of 10
Leader: Larry's Coffee, 28 of 30
Asked on 30 October 2026321 Coffee
- 4.9 · 626 Google reviews
- 615 Hillsborough St, Raleigh, NC 27603 · 3 locations
- Coffee
- 321coffee.com
More Google reviews than 71% of the coffee roasters in Raleigh. 20 coffee roasters here are named at least once.
What AI said about it
“321 Coffee: A popular local choice with a meaningful employment mission.”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 321 Coffee or links its site.
- best coffee roaster in Raleigh
- where to buy fresh coffee beans in Raleigh
- local coffee roasters in Raleigh that ship
- best espresso beans from a Raleigh roaster
- coffee subscription from a roaster in Raleigh
- where to buy specialty coffee beans in Raleigh
- single origin coffee beans in Raleigh
- coffee roastery in Raleigh with online ordering
- best coffee gift from a Raleigh roaster
- which local roaster in Raleigh do people recommend
What AI finds on 321coffee.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.
321coffee.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.
- Full Bloom Coffee Roasters1 of 30 · ★ 4.8 · 844 reviews
- Black & White Coffee25 of 30 · ★ 4.7 · 672 reviews
- Pine State Coffee18 of 30 · ★ 4.8 · 377 reviews
Nearby, in 27603
Other coffee roasters with the same ZIP code.
- Bad Cat Coffee3 of 30 AI answers
- Willow House Coffee2 of 30 AI answers
- Boulted Bread0 of 30 AI answers
- Purr Cup Cafe0 of 30 AI answers
Is 321 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.
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