Hot Shot Coffee
When Denver shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names Hot Shot Coffee. #56 of 67 local coffee roasters; AI names Huckleberry Roasters in 26.
- ChatGPT0 of 10
- Perplexity0 of 10
- Google AI Mode0 of 10
Leader: Huckleberry Roasters, 26 of 30
Asked on 29 October 2026Hot Shot Coffee
- 4.6 · 117 Google reviews
- 3358 York St, Denver, CO 80205
- Coffee
- hotshotdenver.com
More Google reviews than 21% of the coffee roasters in Denver. Yet AI names 20 other coffee roasters here, Huckleberry Roasters first, with 1,010 reviews.
What AI answers instead
A shopper asks ChatGPT: “best coffee roaster in Denver”. The answer names:
- Sweet Bloom Coffee
- Corvus Coffee Roasters
- Huckleberry Roasters
- MiddleState Coffee
Hot Shot 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 Hot Shot Coffee or links its site.
- best coffee roaster in Denver
- where to buy fresh coffee beans in Denver
- local coffee roasters in Denver that ship
- best espresso beans from a Denver roaster
- coffee subscription from a roaster in Denver
- where to buy specialty coffee beans in Denver
- single origin coffee beans in Denver
- coffee roastery in Denver with online ordering
- best coffee gift from a Denver roaster
- which local roaster in Denver do people recommend
What AI finds on hotshotdenver.com
Its home page, robots.txt and llms.txt, checked on 3 November 2026: what 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)Does not open over HTTPS.
Stores like it that AI names
Close in Google rating and reviews.
- Lavender Coffee Boutique3 of 30 · ★ 4.6 · 195 reviews
- MiddleState Coffee10 of 30 · ★ 4.7 · 331 reviews
- Coda Coffee3 of 30 · ★ 4.7 · 35 reviews
Nearby, in 80205
Other coffee roasters with the same ZIP code.
- Procession Coffee1 of 30 AI answers
- Crema Coffee House0 of 30 AI answers
- Whittier Cafe0 of 30 AI answers
- Rivers and Roads Coffee0 of 30 AI answers
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