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Parallax Coffee Lab

When Raleigh shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names Parallax Coffee Lab. #46 of 83 local coffee roasters; AI names Larry's Coffee in 28.

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

Leader: Larry's Coffee, 28 of 30

Asked on 30 October 2026

Parallax Coffee Lab

  • 4.9 · 322 Google reviews
  • 18 E 3rd St, Wendell, NC 27591
  • Coffee
  • parallax.coffee

More Google reviews than 55% 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:

  1. Black & White Coffee
  2. Videri Chocolate
  3. Larry's Coffee
  4. Pine State Coffee

Parallax Coffee Lab 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 Parallax Coffee Lab or links its site.

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

What AI finds on parallax.coffee

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 83 coffee roasters in RaleighEvery city

Is Parallax Coffee Lab yours?

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