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LACKAWANNA COFFEE

When New York shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names LACKAWANNA COFFEE. #40 of 62 local coffee roasters; AI names Partners Coffee in 11.

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AI answers that name it0 of 30
  • ChatGPT0 of 10
  • Perplexity0 of 10
  • Google AI Mode0 of 10

Leader: Partners Coffee, 11 of 30

Asked on 30 October 2026

LACKAWANNA COFFEE

  • 4.6 · 344 Google reviews
  • 325 Warren St, Jersey City, NJ 07302
  • Coffee
  • lackawannacoffee.com

More Google reviews than 43% of the coffee roasters in New York. Yet AI names 22 other coffee roasters here, Partners Coffee first, with 544 reviews.

What AI answers instead

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

  1. La Cabra
  2. Parlor Coffee
  3. Variety Coffee

LACKAWANNA COFFEE 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 LACKAWANNA COFFEE or links its site.

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

What AI finds on lackawannacoffee.com

Its home page, robots.txt and llms.txt, checked on 3 November 2026: what 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.

← All 62 coffee roasters in New YorkEvery city

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