Today a player's development goes dark the moment they leave a lesson. Tennis Twin makes the whole pathway legible — from a beginner finding their competitive twin, to a rising junior spotted in an under-served ZIP code, to shot-level Hawk-Eye intelligence at the very top. The same USTA data, connected end to end, in service of one goal: 35 million players by 2035.
Explainable, weighted k-NN over WTN, age, win rate, schedule strength and volume finds each player's closest competitive peers.
Open dashboard →Peer-benchmarked comparison to the population one level above — the concrete, defensible way to answer 'what's between me and the next level?'
Open dashboard →A talent radar over 88k ranked juniors plus 'hidden gems' — the fastest risers developing where courts are scarcest.
Access & growth →US Open Hawk-Eye tracking turned into serve maps, court coverage, pressure performance and next-gen stats — plus a full rally replay.
Match Lab →The challenge names its focus areas. Tennis Twin hits four of them with working software.
The wedge is player development guidance; the platform is the data spine underneath it.
| User | Job to be done | Model |
|---|---|---|
| Coaches & academies | Benchmark players, plan development, prove progress to parents | B2B subscription / seat |
| Players & parents | Understand where I stand and what to work on next | Freemium → premium insights |
| USTA sections & districts | Target court investment and talent programs by need | Enterprise / grant-funded |
| Federations & college programs | Scout, ID talent, and track pipelines at scale | Data platform license |
Land with coaches (clear, recurring value), expand to sections (mission budget), and become the connective data layer for the whole pipeline.
“Give us the historical spine you already have, and this predicts the pathway.”