Andytown Coffee Roasters

The 10 questions we asked

Each asked in ChatGPT, Perplexity and Google AI Mode. A tick: at least one answer to it names Andytown Coffee Roasters or links its site.

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

What AI finds on andytownsf.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.

• ✓
  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.