Vibrant Coffee Roasters & Bakery
When Philadelphia shoppers ask ChatGPT, Perplexity and Google AI Mode about coffee beans, 6 of 30 answers name Vibrant Coffee Roasters & Bakery. #9 of 64 local coffee roasters; AI names Elixr Coffee in 21.
- ChatGPT3 of 10
- Perplexity0 of 10
- Google AI Mode3 of 10
Leader: Elixr Coffee, 21 of 30
Asked on 30 October 2026Vibrant Coffee Roasters & Bakery
- 4.6 · 309 Google reviews
- 222 W Rittenhouse Square 1st Floor, Philadelphia, PA 19103 · 3 locations
- Coffee
- vibrantcoffeeroasters.com
More Google reviews than 49% of the coffee roasters in Philadelphia. 23 coffee roasters here are named at least once.
What AI said about it
“They balance precision roasting with fantastic experimental microlots (like their Black Label collection).”Google AI Mode · 30 October 2026
The 10 questions we asked
Each asked in ChatGPT, Perplexity and Google AI Mode. A tick: at least one answer to it names Vibrant Coffee Roasters & Bakery or links its site.
- best coffee roaster in Philadelphia
- where to buy fresh coffee beans in Philadelphia
- local coffee roasters in Philadelphia that ship
- best espresso beans from a Philadelphia roaster
- coffee subscription from a roaster in Philadelphia
- where to buy specialty coffee beans in Philadelphia
- single origin coffee beans in Philadelphia
- coffee roastery in Philadelphia with online ordering
- best coffee gift from a Philadelphia roaster
- which local roaster in Philadelphia do people recommend
What AI finds on vibrantcoffeeroasters.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 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.
- Rival Bros Coffee Bar2 of 30 · ★ 4.6 · 486 reviews
- Ox Coffee1 of 30 · ★ 4.7 · 246 reviews
- Peddler Coffee2 of 30 · ★ 4.5 · 442 reviews
Nearby, in 19103
Other coffee roasters with the same ZIP code.
- Peddler Coffee2 of 30 AI answers
- Nook Bakery & Coffee Bar1 of 30 AI answers
- Green Line Cafe1 of 30 AI answers
- K'Far Cafe0 of 30 AI answers
Is Vibrant Coffee Roasters & Bakery 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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