Retrograde Coffee
When Nashville shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, 1 of 30 answers name Retrograde Coffee. #25 of 75 local coffee roasters; AI names Crema Coffee Roasters in 26.
- ChatGPT0 of 10
- Perplexity0 of 10
- Google AI Mode1 of 10
Leader: Crema Coffee Roasters, 26 of 30
Asked on 29 October 2026Retrograde Coffee
- 4.5 · 429 Google reviews
- 1305 Dickerson Pike, Nashville, TN 37207 · 3 locations
- Coffee
- retrogradecoffee.com
More Google reviews than 76% of the coffee roasters in Nashville. 21 coffee roasters here are named at least once.
What AI answers instead
A shopper asks ChatGPT: “best coffee roaster in Nashville”. The answer names:
- Crema Coffee Roasters
- Osa Coffee Roasters
- 8th & Roast
- Subliminal Coffee Company
Retrograde 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 Retrograde Coffee or links its site.
- best coffee roaster in Nashville
- where to buy fresh coffee beans in Nashville
- local coffee roasters in Nashville that ship
- best espresso beans from a Nashville roaster
- coffee subscription from a roaster in Nashville
- where to buy specialty coffee beans in Nashville
- single origin coffee beans in Nashville
- coffee roastery in Nashville with online ordering
- best coffee gift from a Nashville roaster
- which local roaster in Nashville do people recommend
What AI finds on retrogradecoffee.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.
- Humphreys Street Coffee Shop4 of 30 · ★ 4.6 · 434 reviews
- Sump Coffee6 of 30 · ★ 4.6 · 454 reviews
- Nashville Coffees3 of 30 · ★ 4.6 · 385 reviews
Nearby, in 37207
Other coffee roasters with the same ZIP code.
- Flora + Fauna Cafe and Roaster0 of 30 AI answers
- Forevermore Coffee0 of 30 AI answers
Is Retrograde 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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