Sugar Wheel Works
When Portland shoppers ask ChatGPT, Perplexity and Google AI Mode about e-bikes, none of the 30 answers names Sugar Wheel Works. #63 of 86 local e-bike shops; AI names River City in 23.
- ChatGPT0 of 10
- Perplexity0 of 10
- Google AI Mode0 of 10
Leader: River City, 23 of 30
Asked on 29 October 2026Sugar Wheel Works
- 4.9 · 77 Google reviews
- 6919 SE Yamhill St, Portland, OR 97215
- E-bikes
- sugarwheelworks.com
More Google reviews than 34% of the e-bike shops in Portland. Yet AI names 23 other e-bike shops here, River City first, with 592 reviews.
What AI answers instead
A shopper asks ChatGPT: “best e-bike shop in Portland”. The answer names:
- River City
- The eBike Store
- Splendid Cycles
- Cynergy E-Bikes
Sugar Wheel Works 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 Sugar Wheel Works or links its site.
- best e-bike shop in Portland
- where to buy an electric bike in Portland
- e-bike store in Portland with test rides
- where to buy a folding e-bike in Portland
- cargo e-bike dealer in Portland
- e-bike sales and repair shop in Portland
- affordable commuter e-bikes in Portland, where should I buy one
- electric mountain bike shop in Portland
- Portland bike shops that sell e-bikes online with local delivery
- which local shop in Portland has the best e-bike selection
What AI finds on sugarwheelworks.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 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)Opens over HTTPS.
Stores like it that AI names
Close in Google rating and reviews.
- Splendid Cycles11 of 30 · ★ 4.9 · 111 reviews
- Mokwheel Factory Store4 of 30 · ★ 4.9 · 118 reviews
- The eBike Shop Portland8 of 30 · ★ 5.0 · 60 reviews
Is Sugar Wheel Works 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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