Toros HTX Coffee
When Houston shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names Toros HTX Coffee. #55 of 70 local coffee roasters; AI names Katz Coffee in 15.
- ChatGPT0 of 10
- Perplexity0 of 10
- Google AI Mode0 of 10
Leader: Katz Coffee, 15 of 30
Asked on 30 October 2026Toros HTX Coffee
- 4.3 · 221 Google reviews
- 2202 Summer St, Houston, TX 77007
- Coffee
- toroshtx.com
More Google reviews than 32% of the coffee roasters in Houston. Yet AI names 21 other coffee roasters here, Katz Coffee first, with 483 reviews.
What AI answers instead
A shopper asks ChatGPT: “best coffee roaster in Houston”. The answer names:
- Three Keys
- BlendIn Coffee Club
- XELA Coffee Roasters
- Tenfold Coffee
Toros HTX 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 Toros HTX Coffee or links its site.
- best coffee roaster in Houston
- where to buy fresh coffee beans in Houston
- local coffee roasters in Houston that ship
- best espresso beans from a Houston roaster
- coffee subscription from a roaster in Houston
- where to buy specialty coffee beans in Houston
- single origin coffee beans in Houston
- coffee roastery in Houston with online ordering
- best coffee gift from a Houston roaster
- which local roaster in Houston do people recommend
What AI finds on toroshtx.com
Its home page, robots.txt and llms.txt, checked on 4 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.txtA plain summary for AI assistants.
- Secure site (HTTPS)Opens over HTTPS.
Stores like it that AI names
Close in Google rating and reviews.
- House of Coffee Beans9 of 30 · ★ 4.7 · 232 reviews
- BlendIn Coffee Club12 of 30 · ★ 4.5 · 409 reviews
- New Heights Coffee Roasters6 of 30 · ★ 4.7 · 269 reviews
Nearby, in 77007
Other coffee roasters with the same ZIP code.
- Catalina Coffee7 of 30 AI answers
- New Heights Coffee Roasters6 of 30 AI answers
- The Coffee House at West End0 of 30 AI answers
- 787 coffee0 of 30 AI answers
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