Moneybowl app screens floating above a bowling ball
Purple Moneybowl bowling ball
Moneybowl app screens showing challenges and wallet
Moneybowl app screens floating above a bowling ball
Purple Moneybowl bowling ball
Moneybowl app screens showing challenges and wallet
Moneybowl phone screens with performance and wagering features

Designing an AI-powered wagering
experience for the lanes

Designing an AI-powered wagering
experience for the lanes

Bowlero wanted a native app where bowlers could wager on their own performance, with odds set by machine learning. Our founder, Mike Kochenburger, led design on it as Head of Product Design at Bowlero, before House of Koco was formed. The challenge was to make a complex idea feel simple and social.

Bowlero wanted a native app where bowlers could wager on their own performance, with odds set by machine learning. Our founder, Mike Kochenburger, led design on it as Head of Product Design at Bowlero, before House of Koco was formed. The challenge was to make a complex idea feel simple and social.

Our Scope

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The problem

The goal was more repeat visits and longer stays at the venue. A betting experience was meant to give bowlers a reason to return. We needed to know whether bowlers actually wanted that, and in what form.

Bowlero bowling venue with neon lighting
Bowlero bowling venue with neon lighting

What we learned

Bowlers enjoy casual, friendly competition, and they were far more willing to wager against friends than against automated odds. League players valued tracking and performance insight. The in-venue experience mattered a lot too: smooth onboarding, from lane reservations to shoe rental to ordering, would raise engagement.

Moneybowl app icon shaped like smiling bowling pins

How we worked

We reviewed the leaders in sports betting to understand how the category presents itself, and consulted the Professional Bowlers Association, which had earlier experience with bowling-related betting. We ran moderated storyboard interviews with a mix of bowlers and gamblers. Informal betting already existed in bowling culture. Monetizing it was the hard part.

Moneybowl current game and personal-best wager screens
  • Glossy purple bowling ball illustration
  • Moneybowl competitive bowling ball character
  • Moneybowl bowling pins with a target
  • Moneybowl bowling challenge illustration

What we built

A machine-learning odds system tuned so that odds were never too easy and never impossible. A central hub for tracking scores and frames, which league players valued most. Engagement metrics to refine incentives. And early groundwork for point-of-sale integration, so ordering could one day happen in the app.

Moneybowl challenges list on a phone
Moneybowl featured challenges and wagering options
Moneybowl wallet and card-added confirmation screens

How it landed

The app launched with a 4.5-star rating, and players especially liked the score and frame tracking. The research also pointed to a next step beyond wagering: a concierge-style experience for the whole visit.

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Start a Project

Tell us some details about your project and we’ll help you figure out the best way forward.

Let's go on a
journey together!

What package interests you most?