Celtic Cup Coffee Roasting
When Washington shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names Celtic Cup Coffee Roasting. #52 of 66 local coffee roasters; AI names Lost Sock Roasters in 9.
- ChatGPT0 of 10
- Perplexity0 of 10
- Google AI Mode0 of 10
Leader: Lost Sock Roasters, 9 of 30
Asked on 30 October 2026Celtic Cup Coffee Roasting
- 4.9 · 113 Google reviews
- 8455 Colesville Rd Ste 101B, Silver Spring, MD 20910
- Coffee
- celticcupcoffee.com
More Google reviews than 23% of the coffee roasters in Washington. Yet AI names 14 other coffee roasters here, Lost Sock Roasters first, with 441 reviews.
What AI answers instead
A shopper asks Google AI Mode: “where to buy fresh coffee beans in Washington”. The answer names:
- Zeke's Coffee of DC
- Harrar Coffee & Roastery
- Grace Street Coffee Roasters
- Lost Sock Roasters
Celtic Cup Coffee Roasting 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 Celtic Cup Coffee Roasting or links its site.
- best coffee roaster in Washington
- where to buy fresh coffee beans in Washington
- local coffee roasters in Washington that ship
- best espresso beans from a Washington roaster
- coffee subscription from a roaster in Washington
- where to buy specialty coffee beans in Washington
- single origin coffee beans in Washington
- coffee roastery in Washington with online ordering
- best coffee gift from a Washington roaster
- which local roaster in Washington do people recommend
What AI finds on celticcupcoffee.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 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.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.
- Others Coffee1 of 30 · ★ 4.9 · 151 reviews
- GIGIS COFFEE ROASTERS1 of 30 · ★ 4.9 · 270 reviews
- WARKA COFFEE2 of 30 · ★ 4.8 · 288 reviews
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