Coastline Coffee
When Columbus shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names Coastline Coffee. #38 of 64 local coffee roasters; AI names Brioso in 23.
- ChatGPT0 of 10
- Perplexity0 of 10
- Google AI Mode0 of 10
Leader: Brioso, 23 of 30
Asked on 30 October 2026Coastline Coffee
- 4.8 · 267 Google reviews
- 7775 Dublin Rd, Delaware, OH 43015
- Coffee
- coastlinecoffeecooh.com
More Google reviews than 52% of the coffee roasters in Columbus. Yet AI names 21 other coffee roasters here, Brioso first, with 460 reviews.
What AI answers instead
A shopper asks ChatGPT: “best coffee roaster in Columbus”. The answer names:
- Royal Flamingo Coffee House
- Brioso
- One Line
- Stauf’s Coffee
Coastline 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 Coastline Coffee or links its site.
- best coffee roaster in Columbus
- where to buy fresh coffee beans in Columbus
- local coffee roasters in Columbus that ship
- best espresso beans from a Columbus roaster
- coffee subscription from a roaster in Columbus
- where to buy specialty coffee beans in Columbus
- single origin coffee beans in Columbus
- coffee roastery in Columbus with online ordering
- best coffee gift from a Columbus roaster
- which local roaster in Columbus do people recommend
What AI finds on coastlinecoffeecooh.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.
- Royal Flamingo Coffee House11 of 30 · ★ 4.8 · 233 reviews
- Jennings Java Artisan Coffee Roasters10 of 30 · ★ 4.9 · 249 reviews
- Yeah1 of 30 · ★ 4.8 · 131 reviews
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