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Neighbor Coffee & Friends

When Austin shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names Neighbor Coffee & Friends. #51 of 71 local coffee roasters; AI names Texas Coffee Traders in 12.

Is this your store?
AI answers that name it0 of 30
  • ChatGPT0 of 10
  • Perplexity0 of 10
  • Google AI Mode0 of 10

Leader: Texas Coffee Traders, 12 of 30

Asked on 29 October 2026

Neighbor Coffee & Friends

  • 4.8 · 163 Google reviews
  • 5000 Burnet Rd, Austin, TX 78756
  • Coffee
  • neighborcoffee.co

More Google reviews than 31% of the coffee roasters in Austin. Yet AI names 18 other coffee roasters here, Texas Coffee Traders first, with 559 reviews.

What AI answers instead

A shopper asks ChatGPT: “best coffee roaster in Austin”. The answer names:

  1. Figure 8 Coffee Purveyors
  2. Texas Coffee Traders
  3. Flat Track Coffee
  4. Desnudo Coffee

Neighbor Coffee & Friends 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 Neighbor Coffee & Friends or links its site.

  1. best coffee roaster in Austin
  2. where to buy fresh coffee beans in Austin
  3. local coffee roasters in Austin that ship
  4. best espresso beans from a Austin roaster
  5. coffee subscription from a roaster in Austin
  6. where to buy specialty coffee beans in Austin
  7. single origin coffee beans in Austin
  8. coffee roastery in Austin with online ordering
  9. best coffee gift from a Austin roaster
  10. which local roaster in Austin do people recommend

What AI finds on neighborcoffee.co

Its home page, robots.txt and llms.txt, checked on 3 November 2026: what 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.txtA plain summary for AI assistants.
  • Secure site (HTTPS)Opens over HTTPS.

Stores like it that AI names

Close in Google rating and reviews.

← All 71 coffee roasters in AustinEvery city

Is Neighbor Coffee & Friends yours?

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