Coffee TAB
When Seattle shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names Coffee TAB. #30 of 76 local coffee roasters; AI names Kuma Coffee in 18.
- ChatGPT0 of 10
- Perplexity0 of 10
- Google AI Mode0 of 10
Leader: Kuma Coffee, 18 of 30
Asked on 29 October 2026Coffee TAB
- 4.7 · 643 Google reviews
- 211 Lenora St Suit A, Seattle, WA 98121
- Coffee
- coffeetab.org
More Google reviews than 71% of the coffee roasters in Seattle. Yet AI names 26 other coffee roasters here, Kuma Coffee first, with 127 reviews.
What AI answers instead
A shopper asks ChatGPT: “best coffee roaster in Seattle”. The answer names:
- Lighthouse Roasters
- Victrola Coffee Roasters
- Kuma Coffee
- Espresso Vivace
Coffee TAB 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 Coffee TAB or links its site.
- best coffee roaster in Seattle
- where to buy fresh coffee beans in Seattle
- local coffee roasters in Seattle that ship
- best espresso beans from a Seattle roaster
- coffee subscription from a roaster in Seattle
- where to buy specialty coffee beans in Seattle
- single origin coffee beans in Seattle
- coffee roastery in Seattle with online ordering
- best coffee gift from a Seattle roaster
- which local roaster in Seattle do people recommend
What AI finds on coffeetab.org
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 dataRatings AI can show next to the name.
- Open to AI assistantsrobots.txt lets the AI crawlers in.
- llms.txtNo llms.txt: no short summary written for AI assistants.
- Secure site (HTTPS)Opens over HTTPS.
Stores like it that AI names
Close in Google rating and reviews.
- Hello Em Việt Coffee & Roastery1 of 30 · ★ 4.7 · 770 reviews
- Broadcast Coffee6 of 30 · ★ 4.6 · 675 reviews
- Push Pull on Union1 of 30 · ★ 4.7 · 364 reviews
Nearby, in 98121
Other coffee roasters with the same ZIP code.
- Herkimer Coffee7 of 30 AI answers
- Fulcrum Café2 of 30 AI answers
- Black Arrows Coffee1 of 30 AI answers
- Slow Day Coffee1 of 30 AI answers
Is Coffee TAB 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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