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.

Back to the run overview Indoor climbing gyms

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.

01

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.

02

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.

User problems surfaced

5 findings5 sources

Back to the idea
  1. 01

    Injured climbers lack guidance

    Climbers dealing with shoulder or arm injuries have no tailored way to keep climbing safely and turn to open forum threads for peer advice instead of structured guidance.

    Evidence

    A long-running r/Indoorclimbing thread asks other climbers with permanent shoulder or arm injuries to share successes and failures, showing people improvising injury management through peer anecdotes rather than any dedicated tool.

    Sources reddit.com (opens in a new tab)

  2. 02

    Home wall builders fly blind

    People building home climbing walls have to guess at angle, hold layout and route difficulty for their specific space and skill level, relying on ad hoc forum Q&A.

    Evidence

    A r/bouldering thread on home climbing gyms shows a builder describing a custom 45-degree, 8'x8' wall and asking the community how much space and what angle to use, with no structured tool to plan it.

    Sources reddit.com (opens in a new tab)

  3. 03

    Gym discovery is generic

    Finding and comparing the right gym among hundreds of similar-looking chain and independent facilities is done through generic directories and review sites with little personalization.

    Evidence

    Listings like a 779+ gym directory and Yelp's ranked lists of climbing gyms in multiple cities show discovery happening through broad, undifferentiated directories rather than tools matched to a climber's level or goals.

    Sources indoorclimbinggym.com (opens in a new tab) yelp.com (opens in a new tab) yelp.com (opens in a new tab)

  4. 04

    Route-vision tools stay hobbyist

    Emerging computer-vision tools for classifying climbing holds and routes exist only as scattered hobbyist projects, not integrated into any product climbers or gyms can actually use.

    Evidence

    Small independent efforts such as hold-classification datasets, CNN/YOLO-based classifiers, and session trackers appear as isolated repositories with minimal traction, none combined into a working consumer or gym-facing product.

  5. 05

    Safety concerns lack a tool

    Growing scrutiny of auto-belay failures and boulder design preferences shows safety and route-quality concerns that gyms and climbers currently have no consumer-facing way to track or act on.

    Evidence

    Formal research into an auto-belay failure incident and into consumer preferences for boulder wall design signals rising safety and design scrutiny with no corresponding tool for climbers to check gear history or report design issues.