Lorraine's Coffee House & Music
When Raleigh shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names Lorraine's Coffee House & Music. #28 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 2026Lorraine's Coffee House & Music
- 4.6 · 790 Google reviews
- 101 Timber Pointe Ln, Garner, NC 27529
- Coffee
- lorrainescoffeehouse.com
More Google reviews than 82% 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
Lorraine's Coffee House & Music 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 Lorraine's Coffee House & Music 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 lorrainescoffeehouse.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 dataNo Organization or LocalBusiness data on the home page: AI has to guess who and where the store is.
- 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.
- 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 27529
Other coffee roasters with the same ZIP code.
- Oak City Coffee Roasters12 of 30 AI answers
- Full Bloom Coffee Roasters1 of 30 AI answers
- Aversboro Coffee0 of 30 AI answers
- The Muse Coffee Company & Roastery0 of 30 AI answers
Is Lorraine's Coffee House & Music 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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