Cake World Bakery
When Las Vegas shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, none of the 30 answers names Cake World Bakery. #41 of 63 local coffee roasters; AI names Vesta Coffee Roasters in 24.
- ChatGPT0 of 10
- Perplexity0 of 10
- Google AI Mode0 of 10
Leader: Vesta Coffee Roasters, 24 of 30
Asked on 30 October 2026Cake World Bakery
- 4.5 · 255 Google reviews
- 220 N Maryland Pkwy, Las Vegas, NV 89101
- Coffee
- cakeworld1.com
More Google reviews than 39% of the coffee roasters in Las Vegas. Yet AI names 14 other coffee roasters here, Vesta Coffee Roasters first, with 1,311 reviews.
What AI answers instead
A shopper asks ChatGPT: “best coffee roaster in Las Vegas”. The answer names:
- Vesta Coffee Roasters
- Dark Moon Coffee Roasters
- Desert Wind Coffee Roasters
- Iwana Specialty Coffee Roasters
Cake World Bakery 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 Cake World Bakery or links its site.
- best coffee roaster in Las Vegas
- where to buy fresh coffee beans in Las Vegas
- local coffee roasters in Las Vegas that ship
- best espresso beans from a Las Vegas roaster
- coffee subscription from a roaster in Las Vegas
- where to buy specialty coffee beans in Las Vegas
- single origin coffee beans in Las Vegas
- coffee roastery in Las Vegas with online ordering
- best coffee gift from a Las Vegas roaster
- which local roaster in Las Vegas do people recommend
What AI finds on cakeworld1.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.
- Royal Coffee Roasting1 of 30 · ★ 4.2 · 240 reviews
- Take It Easy Roasters10 of 30 · ★ 4.7 · 360 reviews
- Bungalow Coffee Co2 of 30 · ★ 4.6 · 677 reviews
Nearby, in 89101
Other coffee roasters with the same ZIP code.
- Mothership Coffee23 of 30 AI answers
- Coffee Bar1 of 30 AI answers
- AmeriBrunch Cafe0 of 30 AI answers
- PublicUs0 of 30 AI answers
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