Overflow Coffee
When Chicago shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names Overflow Coffee. #28 of 71 local coffee roasters; AI names Dark Matter Coffee in 19.
- ChatGPT0 of 10
- Perplexity0 of 10
- Google AI Mode0 of 10
Leader: Dark Matter Coffee, 19 of 30
Asked on 29 October 2026Overflow Coffee
- 4.6 · 522 Google reviews
- 1449 S Michigan Ave, Chicago, IL 60605
- Coffee
- overflowchicago.com
More Google reviews than 67% of the coffee roasters in Chicago. Yet AI names 20 other coffee roasters here, Dark Matter Coffee first, with 1,325 reviews.
What AI answers instead
A shopper asks Perplexity: “best coffee roaster in Chicago”. The answer names:
- Intelligentsia
- Metric
- Dark Matter Coffee
- Big Shoulders Coffee
Overflow Coffee 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 Overflow Coffee or links its site.
- best coffee roaster in Chicago
- where to buy fresh coffee beans in Chicago
- local coffee roasters in Chicago that ship
- best espresso beans from a Chicago roaster
- coffee subscription from a roaster in Chicago
- where to buy specialty coffee beans in Chicago
- single origin coffee beans in Chicago
- coffee roastery in Chicago with online ordering
- best coffee gift from a Chicago roaster
- which local roaster in Chicago do people recommend
What AI finds on overflowchicago.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.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.
- Metric10 of 30 · ★ 4.6 · 530 reviews
- Kapéj Coffee Roasters2 of 30 · ★ 4.7 · 693 reviews
- Big Shoulders Coffee11 of 30 · ★ 4.4 · 470 reviews
Nearby, in 60605
Other coffee roasters with the same ZIP code.
- Peet's Coffee0 of 30 AI answers
- Cafe Deko0 of 30 AI answers
- Necessary & Sufficient Coffee0 of 30 AI answers
- Chicago French Press0 of 30 AI answers
Is Overflow Coffee 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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