The Salty Donut
When Atlanta shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names The Salty Donut. #38 of 74 local coffee roasters; AI names Portrait Coffee in 23.
- ChatGPT0 of 10
- Perplexity0 of 10
- Google AI Mode0 of 10
Leader: Portrait Coffee, 23 of 30
Asked on 29 October 2026The Salty Donut
- 4.6 · 386 Google reviews
- 1050 Howell Ml Rd #101, Atlanta, GA 30318
- Coffee
- saltydonut.com
More Google reviews than 63% of the coffee roasters in Atlanta. Yet AI names 24 other coffee roasters here, Portrait Coffee first, with 601 reviews.
What AI answers instead
A shopper asks ChatGPT: “best coffee roaster in Atlanta”. The answer names:
- BRASH Coffee
- Ash Coffee
- Portrait Coffee
- East Pole Coffee
The Salty Donut 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 The Salty Donut or links its site.
- best coffee roaster in Atlanta
- where to buy fresh coffee beans in Atlanta
- local coffee roasters in Atlanta that ship
- best espresso beans from a Atlanta roaster
- coffee subscription from a roaster in Atlanta
- where to buy specialty coffee beans in Atlanta
- single origin coffee beans in Atlanta
- coffee roastery in Atlanta with online ordering
- best coffee gift from a Atlanta roaster
- which local roaster in Atlanta do people recommend
What AI finds on saltydonut.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.
- Bellwood Coffee4 of 30 · ★ 4.7 · 381 reviews
- Ash Coffee10 of 30 · ★ 4.6 · 295 reviews
- PERC3 of 30 · ★ 4.6 · 511 reviews
Nearby, in 30318
Other coffee roasters with the same ZIP code.
- BRASH Coffee10 of 30 AI answers
- Bellwood Coffee4 of 30 AI answers
- Urban Grind1 of 30 AI answers
- Chattahoochee Coffee Company0 of 30 AI answers
Is The Salty Donut 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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