Mercantile
When Houston shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names Mercantile. #36 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 2026Mercantile
- 4.5 · 615 Google reviews
- 3321 Stanford St, Houston, TX 77006
- Coffee
- mercantile-montrose.com
More Google reviews than 67% 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
Mercantile 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 Mercantile 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 mercantile-montrose.com
A free check of the store's home page, robots.txt and llms.txt, on 3 November 2026. These are the signals AI assistants read first.
mercantile-montrose.com did not open for us on 3 November 2026. If AI assistants cannot open it either, they cannot read it.
Stores like it that AI names
Close in Google rating and reviews.
- Segundo Coffee Lab1 of 30 · ★ 4.5 · 723 reviews
- Un Caffe1 of 30 · ★ 4.6 · 536 reviews
- BlendIn Coffee Club12 of 30 · ★ 4.5 · 409 reviews
Nearby, in 77006
Other coffee roasters with the same ZIP code.
- XELA Coffee Roasters13 of 30 AI answers
- Siphon Coffee1 of 30 AI answers
- Un Caffe1 of 30 AI answers
- Blacksmith0 of 30 AI answers
Is Mercantile yours?
The free scan asks the questions your shoppers ask, built from your own catalog, and shows who AI picks instead of you and what to fix. On a plan, 7BE does the work: product texts, feeds and reviews, checked every week.
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