A finished research run on an example topic, shown in full — the findings, the sources behind them and the product versions are all the run's own output, except that a product name may have been changed where it matched an existing brand.
Experimental Quick win
BetaGuard
A safety-tracking layer that lets climbers check and report auto-belay maintenance history and wall/route design issues for specific gyms, crowdsourced and cross-referenced with incident research.
What to build
MVP
A simple crowdsourced reporting form and searchable gym safety log, seeded with public incident data and auto-belay recall/maintenance advisories, launched as a companion feature inside a route-logging app.
Why it can be better
No consumer-facing tool tracks auto-belay or gear safety history despite rising incident scrutiny; existing apps like KAYA and TopLogger focus on route setting and competitions, not safety transparency.
Revenue model
B2B SaaS fee charged to gyms wanting a verified safety badge/dashboard (~$150-300/month), plus free consumer access to build reporting volume.
Target user
Safety-conscious climbers and gym operations managers responsible for equipment audits.
Context
The opportunity this answers
Build a phone-camera app that scans any climbing wall to auto-map holds and routes, giving climbers and home-wall builders personalized route and training suggestions.
Why now
Fresh CV datasets and hold-classification models built in the past year finally make automated wall scanning technically feasible, but they remain scattered single-star hobbyist repositories with no packaged product, while chain gyms keep expanding and search demand holds steady at 8,100-18,100 monthly, giving a real, growing user base ready for a tool that turns this raw technology into something usable before a larger incumbent bundles it first.