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AstroBrew

When Tampa shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names AstroBrew. #47 of 75 local coffee roasters; AI names Buddy Brew Coffee in 21.

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

Leader: Buddy Brew Coffee, 21 of 30

Asked on 30 October 2026

AstroBrew

  • 4.9 · 119 Google reviews
  • 1001 N Mac Dill Ave Ste D, Tampa, FL 33607
  • Coffee
  • astrobrew.co

More Google reviews than 41% of the coffee roasters in Tampa. Yet AI names 21 other coffee roasters here, Buddy Brew Coffee first, with 1,241 reviews.

What AI answers instead

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

  1. The Lab Coffee
  2. Buddy Brew Coffee
  3. Blind Tiger Coffee Roasters
  4. Caffeine Roasters

AstroBrew 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 AstroBrew or links its site.

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

What AI finds on astrobrew.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.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.

Nearby, in 33607

Other coffee roasters with the same ZIP code.

← All 75 coffee roasters in TampaEvery city

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