NOFO
When Raleigh shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names NOFO. #32 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 2026NOFO
- 4.6 · 679 Google reviews
- 2014 Fairview Rd, Raleigh, NC 27608
- Coffee
- nofo.com
More Google reviews than 76% 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
NOFO 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 NOFO 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 nofo.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.txtA plain summary for AI assistants.
- Secure site (HTTPS)Opens over HTTPS.
Stores like it that AI names
Close in Google rating and reviews.
- 42 & Lawrence3 of 30 · ★ 4.6 · 682 reviews
- Black & White Coffee25 of 30 · ★ 4.7 · 672 reviews
- Cup A Joe3 of 30 · ★ 4.6 · 1,259 reviews
Nearby, in 27608
Other coffee roasters with the same ZIP code.
- Larry's Coffee28 of 30 AI answers
- Raleigh Coffee Company3 of 30 AI answers
- The Third Place Coffee Shop0 of 30 AI answers
- Hereghty Heavenly Delicious0 of 30 AI answers
Is NOFO 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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