Lady and the Mug
When Tampa shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names Lady and the Mug. #34 of 75 local coffee roasters; AI names Buddy Brew Coffee in 21.
- ChatGPT0 of 10
- Perplexity0 of 10
- Google AI Mode0 of 10
Leader: Buddy Brew Coffee, 21 of 30
Asked on 30 October 2026Lady and the Mug
- 4.4 · 310 Google reviews
- 510 W Grand Central Ave, Tampa, FL 33606
- Coffee
- ladyandthemug.com
More Google reviews than 62% of the coffee roasters in Tampa. Yet AI names 21 other coffee roasters here, Buddy Brew Coffee first, with 1,241 reviews.
What AI answers instead
A shopper asks ChatGPT: “best coffee roaster in Tampa”. The answer names:
- The Lab Coffee
- Buddy Brew Coffee
- Blind Tiger Coffee Roasters
- Caffeine Roasters
Lady and the Mug 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 Lady and the Mug or links its site.
- best coffee roaster in Tampa
- where to buy fresh coffee beans in Tampa
- local coffee roasters in Tampa that ship
- best espresso beans from a Tampa roaster
- coffee subscription from a roaster in Tampa
- where to buy specialty coffee beans in Tampa
- single origin coffee beans in Tampa
- coffee roastery in Tampa with online ordering
- best coffee gift from a Tampa roaster
- which local roaster in Tampa do people recommend
What AI finds on ladyandthemug.com
Its home page, robots.txt and llms.txt, checked on 3 November 2026: what AI assistants read first.
ladyandthemug.com did not open for us on 3 November 2026. If AI assistants cannot open it either, they cannot read it.
Stores like it that AI names
Close in Google rating and reviews.
- Shortwave Coffee3 of 30 · ★ 4.4 · 452 reviews
- 22nd Street Coffee2 of 30 · ★ 4.6 · 385 reviews
- Kahwa Coffee2 of 30 · ★ 4.4 · 654 reviews
Nearby, in 33606
Other coffee roasters with the same ZIP code.
- Buddy Brew Coffee21 of 30 AI answers
- The Lab Coffee17 of 30 AI answers
- DI Coffee Bar0 of 30 AI answers
- Tango Brew0 of 30 AI answers
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