Mechanic / bicycle pro shop
When Philadelphia shoppers ask ChatGPT, Perplexity and Google AI Mode about e-bikes, none of the 30 answers names Mechanic / bicycle pro shop. #46 of 69 local e-bike shops; AI names Firth & Wilson Transport Cycles in 20.
- ChatGPT0 of 10
- Perplexity0 of 10
- Google AI Mode0 of 10
Leader: Firth & Wilson Transport Cycles, 20 of 30
Asked on 30 October 2026Mechanic / bicycle pro shop
- 5.0 · 87 Google reviews
- 1327 Darby Rd Suite #1, Havertown, PA 19083
- E-bikes
- mechaniccycling.com
More Google reviews than 35% of the e-bike shops in Philadelphia. Yet AI names 18 other e-bike shops here, Firth & Wilson Transport Cycles first, with 169 reviews.
What AI answers instead
A shopper asks Perplexity: “best e-bike shop in Philadelphia”. The answer names:
- Cadence Cycling
- Firth & Wilson Transport Cycles
- Firehouse Bicycles
- Bell's Bike Shop
Mechanic / bicycle pro shop 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 Mechanic / bicycle pro shop or links its site.
- best e-bike shop in Philadelphia
- where to buy an electric bike in Philadelphia
- e-bike store in Philadelphia with test rides
- where to buy a folding e-bike in Philadelphia
- cargo e-bike dealer in Philadelphia
- e-bike sales and repair shop in Philadelphia
- affordable commuter e-bikes in Philadelphia, where should I buy one
- electric mountain bike shop in Philadelphia
- Philadelphia bike shops that sell e-bikes online with local delivery
- which local shop in Philadelphia has the best e-bike selection
What AI finds on mechaniccycling.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.txtA plain summary for AI assistants.
- Secure site (HTTPS)Opens over HTTPS.
Stores like it that AI names
Close in Google rating and reviews.
- Keystone Bicycle Co.4 of 30 · ★ 4.9 · 123 reviews
- Whitemarsh Revolutionary Cycles1 of 30 · ★ 5.0 · 45 reviews
- Engine 9 Cycles1 of 30 · ★ 5.0 · 37 reviews
Is Mechanic / bicycle pro shop 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.
No signupNothing to installCity for local shops