Boulted Bread
When Raleigh shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names Boulted Bread. #21 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 2026Boulted Bread
- 4.8 · 1,235 Google reviews
- 328 Dupont Cir, Raleigh, NC 27603
- Coffee
- boultedbread.com
More Google reviews than 91% 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
Boulted Bread 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 Boulted Bread 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 boultedbread.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 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.
- Full Bloom Coffee Roasters1 of 30 · ★ 4.8 · 844 reviews
- Cup A Joe3 of 30 · ★ 4.6 · 1,259 reviews
- Videri Chocolate11 of 30 · ★ 4.5 · 1,346 reviews
Nearby, in 27603
Other coffee roasters with the same ZIP code.
- 321 Coffee8 of 30 AI answers
- Bad Cat Coffee3 of 30 AI answers
- Willow House Coffee2 of 30 AI answers
- Purr Cup Cafe0 of 30 AI answers
Is Boulted Bread yours?
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