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AI player development platform

Know every player's real level.
Before they book a class.

PopPoint turns a short player video into a trusted skill profile — so clubs place players in the right program, coaches get real development insight, and members keep re-enrolling. Built for tennis, expanding across pickleball and padel.

For clubs, academies, coaching organizations, and tournament operators.

PopPoint AI video analysis producing a player skill profile

Clubs are placing players blind

Without reliable skill data, every placement is a guess.

Intake

Self-reported ratings

New players rate themselves, or a staffer eyeballs a quick hit. Neither number travels reliably between programs.

Programs

Mixed-level classes

One group ends up spanning three skill levels. The strong players are bored and the newest ones are lost.

Coaching

Inconsistent development

With no shared baseline, coaches can't track progress or hand players off cleanly between programs.

Retention

Staff time and churn

Manual evaluation eats staff hours, and misplaced players quietly stop re-enrolling.

The player intelligence platform

AI and computer vision turn short player videos into structured profiles — connected to the full player-development workflow.

  1. 1

    AI Assessment Live

    Players upload a short video. PopPoint analyzes movement, ball interaction, and 50+ skill features to build a structured profile across six performance dimensions.

  2. 2

    AI Placement Live

    Match each player to the right class, coach, program, tournament division, or competitive level.

  3. 3

    Player Development Pilot

    Coaches get player development cards, AI-assisted training recommendations, and progress tracking to support more personalized instruction.

  4. 4

    Retention & Re-enrollment Live Pilot automation

    Player progress, participation, and outcomes drive recommendations for the right next program, lesson, or event.

2,300+ labeled player videos processed
10+ expert raters calibrating the model
80%+ agreement with coach assessments
Live in market with club partners today

Who's building it

Deep AI and computer vision engineering, paired with club operations experience.

Hengjun Zhang

Co-Founder & CEO

U.S. Army veteran and technology program leader with experience across AI, cloud, and robotics. Leads company strategy, product direction, partnerships, club operations, and go-to-market.

Tong Chen

Co-Founder & CTO

Full-stack principal engineer specializing in AI, computer vision, and distributed systems. Led core engineering on Microsoft's AI-powered collaboration platform. Leads PopPoint's AI models, computer vision systems, and technical platform.

Inside the player app

Assessment, matching, and events — the player-facing side of the platform.

PopPoint home screen showing a player rating with confidence, open games, and nearby AI-verified players
Discover players
PopPoint player card with a verified AI rating from a Rally Check analysis
AI Rating
PopPoint Match Badge screen for uploading match footage to earn a full competitive rating
Match Badge
PopPoint matches screen with upcoming and past hits
Set up hits
PopPoint events screen listing the PopPoint AI Open and Tennis Festival
Community events

For players

Play more tennis in Seattle

PopPoint is a free iOS app for players — get an AI rating, match with people at your level, and join local clinics and events.

Download the free app

Questions clubs ask

What does a club need to get started?

A short video per player — filmed in landscape from behind the baseline. No cameras to install, no hardware to buy, and no change to how your programs already run.

How accurate is the assessment?

The model tracks body movement and ball trajectory across every frame, then grades measurable features: rally length, shot depth, placement, footwork, and swing speed. It is calibrated against 10+ expert raters across more than 2,300 labeled videos, and currently agrees with coach assessments over 80% of the time. Every profile carries a confidence level.

Does this replace our coaches?

No. It gives coaches a consistent baseline they'd otherwise spend hours producing by hand, so their time goes into instruction rather than evaluation. Coaches can always override a placement.

Is this an official NTRP rating?

No. PopPoint uses an NTRP-style 1.0–5.0+ scale so the numbers feel familiar, but it is an independent AI estimate, not an official USTA rating. It is built for placement and development, not sanctioned play.

Which sports are supported?

Tennis today. The platform is designed to extend across racquet sports, with pickleball and padel next.

What happens to player videos?

Videos are used to compute the player's profile and are visible to that player, who can delete them at any time — which also removes the analysis.

Bring PopPoint to your club

Better placement. Better coaching. Better retention.

Tell us about your programs and we'll show you what player assessment looks like at your club.