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which US coffee webshop offers the best customer service if something goes wrong

We asked ChatGPT and Gemini this exact question in October 2026, as a shopper in the United States would. These are the stores they named, most named first.

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The stores AI named

  1. Peet’s Coffee
  2. Counter Culture Coffee
  3. Onyx Coffee Lab
  4. Blue Bottle Coffee
  5. Stumptown Coffee Roasters
  6. Seattle Coffee Gear
  7. Bean Box
  8. Clive Coffee

From our monthly measurement for coffee and tea in the United States. Marketplaces and platforms are left out. AI answers change; this is a snapshot, not an endorsement. How we measure.

See the full ranking for coffee and tea ›

Other questions shoppers ask

Is AI sending these shoppers to someone else?

See the buying questions where AI names another store instead of yours, and what to change. Free, no account.

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