Pretty Good Coffee Company
When Raleigh shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names Pretty Good Coffee Company. #54 of 83 local coffee roasters; AI names Larry's Coffee in 28.
- ChatGPT0 of 10
- Perplexity0 of 10
- Google AI Mode0 of 10
Leader: Larry's Coffee, 28 of 30
Asked on 30 October 2026Pretty Good Coffee Company
- 5.0 · 193 Google reviews
- 4320 Delta Lake Dr, Raleigh, NC 27612
- Coffee
- prettygoodcoffeecompany.com
More Google reviews than 43% of the coffee roasters in Raleigh. Yet AI names 20 other coffee roasters here, Larry's Coffee first, with 181 reviews.
What AI answers instead
A shopper asks ChatGPT: “best coffee roaster in Raleigh”. The answer names:
- Black & White Coffee
- Videri Chocolate
- Larry's Coffee
- Pine State Coffee
Pretty Good Coffee Company 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 Pretty Good Coffee Company 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 prettygoodcoffeecompany.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 dataName, address and hours in a form AI reads directly.
- Products in structured dataProducts with prices AI can quote.
- 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.
- Willow House Coffee2 of 30 · ★ 4.9 · 231 reviews
- The Left Hook Coffee12 of 30 · ★ 4.9 · 150 reviews
- Larry's Coffee28 of 30 · ★ 4.8 · 181 reviews
Nearby, in 27612
Other coffee roasters with the same ZIP code.
- Dilworth Coffee1 of 30 AI answers
- Quarter Note Coffee0 of 30 AI answers
Is Pretty Good Coffee Company 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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