Johnny McLarty

Founder

With a passion for automotive innovation, I’ve dedicated my career to making car ownership more accessible and transparent. My journey in tech and mobility led me to create WheelsMatter—a solution-focused platform to empower every driver.

Before WheelsMatter, I engineered solutions at major mobility startups and always sought ways to build trust in car buying and servicing. I strongly believe in merging transparency with convenience for every driver.

When I’m not in the garage or writing code, you’ll find me exploring new road trips and sharing insights with the automotive community. Building for drivers, by drivers.

© 2020–2026

All Rights Reserved

About Wheels Matter AI

"Wheels Matter - They really do!" - Founder Johnny McLarty (JFM).

We built Wheels Matter AI because we were tired of surprise repair bills, guesswork, and the same old “book it in and hope for the best”.

Our platform combines official government data such as UK MOT history, your own uploaded service and repair bills, and real-time cross-referenced insights from thousands of similar vehicles to deliver accurate 0–100 health scores and 3-year degradation forecasts.

Every bill you upload or forward to bills@wheelsmatter.com makes the predictions sharper for everyone.

Our vision to become the default first port of call for every motortist and garage. The predictive intelligence platform that saves you money, reduces stress, and turns real-world motoring data into compounding value that makes a difference.

Simple. Predictive. Yours.

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