AI-Powered Sports Training App (KO-like expansion)
An app that adapts the 'KO' MMA training app concept, using AI (like GPT Vision) to draw wireframe skeletons over live video feeds of users. This would analyze movements and provide real-time feedback and coaching for various sports such as tennis, pickleball, skiing, or other activities where movement analysis is crucial.
Opportunity6.9
Why now
Advances in AI vision (GPT Vision) allow for accurate and accessible movement analysis via smartphone cameras. Underpriced TikTok distribution can be used by visually demonstrating the app's 'wow factor' with wireframes.
Market gap
A cross-sport, AI-driven movement analysis app that is visually appealing and easily integrated into short-form content for marketing.
Business fit
Type
SaaS / Utility App
Target
Athletes and enthusiasts of sports like tennis, pickleball, skiing, etc., seeking to improve their technique.
Revenue
High, given the high LTV of customers in many sports niches and scalability of the app model.
Founder
Someone with AI/computer vision expertise, app development, and knowledge of specific sports mechanics. Similar to the golf app founder fit.
Scores
Problem
8.0
Feasibility
8.0
Why now
9.0
Go-to-market
7.0
Confidence
9.0
Proof signals
KO (MMA app) uses this concept effectively for training.
The wireframe visual is compelling for TikTok ('wow factor').
Many sports have high LTV customers interested in analysis (e.g., skiing, tennis, pickleball).
AI vision is 'Super Fresh' and offers a new opportunity.
Existing content on TikTok analyzes famous athletes' movements, providing content ideas.
Keyword demand
Keyword
Volume
Growth
AI Sports Training
20/mo
+100% YoY
Movement Analysis
260/mo
+22% YoY
Pickleball Coaching
2,900/mo
0% YoY
US English Google Ads volume from DataForSEO; growth uses returned monthly search history.
Source episode
How to build a $1M+ Consumer SaaS App (step-by-step guide)26:01
another app that I like in the space is uh KO their uh MMA app so they help you train um uh like boxing and mixed martial arts so if you go to you know if you search KO watch some of these videos it's basically a product demo you know there's lessons in the app but then there's also this like wireframe Skeleton thing I really like this concept I think this could be applied to so many other apps like tennis golf pickle ball if you draw this wireframe over people and you kind of use that to analyze their movements um it works really well on Tik Tok because it looks it looks really cool it it's like visually has this kind of wow factor