Fez Coffee Catering of San Francisco Bay Area
When San Francisco shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names Fez Coffee Catering of San Francisco Bay Area. #58 of 67 local coffee roasters; AI names Ritual Coffee Roasters in 25.
- ChatGPT0 of 10
- Perplexity0 of 10
- Google AI Mode0 of 10
Leader: Ritual Coffee Roasters, 25 of 30
Asked on 30 October 2026Fez Coffee Catering of San Francisco Bay Area
- 5.0 · 135 Google reviews
- 2601 Mission St #700, San Francisco, CA 94110
- Coffee
- fezcoffeeco.com
More Google reviews than 17% of the coffee roasters in San Francisco. Yet AI names 22 other coffee roasters here, Ritual Coffee Roasters first, with 1,732 reviews.
What AI answers instead
A shopper asks ChatGPT: “best coffee roaster in San Francisco”. The answer names:
- Sightglass Coffee
- Andytown Coffee Roasters
- Saint Frank Coffee
- Ritual Coffee Roasters
Fez Coffee Catering of San Francisco Bay Area 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 Fez Coffee Catering of San Francisco Bay Area or links its site.
- best coffee roaster in San Francisco
- where to buy fresh coffee beans in San Francisco
- local coffee roasters in San Francisco that ship
- best espresso beans from a San Francisco roaster
- coffee subscription from a roaster in San Francisco
- where to buy specialty coffee beans in San Francisco
- single origin coffee beans in San Francisco
- coffee roastery in San Francisco with online ordering
- best coffee gift from a San Francisco roaster
- which local roaster in San Francisco do people recommend
What AI finds on fezcoffeeco.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 dataRatings AI can show next to the name.
- 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.
- Bird and Bear Coffee3 of 30 · ★ 4.9 · 77 reviews
- Grand Coffee3 of 30 · ★ 4.7 · 213 reviews
- SIGNAL Coffee Roasters1 of 30 · ★ 4.5 · 132 reviews
Nearby, in 94110
Other coffee roasters with the same ZIP code.
- Ritual Coffee Roasters25 of 30 AI answers
- Linea9 of 30 AI answers
- Abanico Coffee Roasters5 of 30 AI answers
- Hedge Coffee3 of 30 AI answers
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