Coffee Republic
When Washington shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names Coffee Republic. #25 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 2026Coffee Republic
- 4.2 · 582 Google reviews
- 3500 O St NW, Washington, DC 20007 · 2 locations
- Coffee
- coffeerepub.com
More Google reviews than 74% 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
Coffee Republic 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 Republic 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 coffeerepub.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 dataNo Organization or LocalBusiness data on the home page: AI has to guess who and where the store is.
- 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.
- La Coop Coffee2 of 30 · ★ 4.7 · 600 reviews
- Lost Sock Roasters9 of 30 · ★ 4.6 · 441 reviews
- Zeke's Coffee of DC8 of 30 · ★ 4.6 · 434 reviews
Nearby, in 20007
Other coffee roasters with the same ZIP code.
- Grace Street Coffee Roasters2 of 30 AI answers
- Blue Bottle Coffee0 of 30 AI answers
- Flor Coffee + Books0 of 30 AI answers
Is Coffee Republic 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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