Ridership Modeling in Remix

Predict how riders will move.

Demand-modeling is coming soon. Model demand, predict ridership, and design better networks—using real, current trip data. No PhD required.

Request a preview

It’s not a crystal ball, but it’s close.

Predict how riders will respond to your plans—before you put them in motion. Quickly compare scenarios and understand demand-side impact with AI-powered insights.

Do it all, right in Remix.

Model demand.

Predict ridership.

Decide with data.

Communicate with confidence.

Model demand.

Visualize origin-destination data to understand the demand for mobility in your city.

Predict ridership.

From stop-level service changes to route or full network redesigns—predict how every change will impact ridership.

Decide with data.

Make better decisions with supply and demand metrics in one place.

Communicate with confidence.

Use ridership data to generate stakeholder and community buy-in for your plans.

Learn about our data model.

We combine public, agency, and leading MaaS app Citymapper rider data to build a robust demand model for high quality, current predictions.

Origin-Destination data from Citymapper.

See where trips start, where they end, and when they happen—powered by real-time data from the Citymapper app.

Predictive models trained on millions of trips.

Models trained on millions of rider behaviors from Citymapper generate hyper-localized predictions of how your riders will respond to changes.

Combined with your data and public data.

We blend your GTFS, ridership feeds, public data, and Citymapper rider insights into one model—so you can work with validated, current data.

Proven, accurate rider data from a trusted journey‑planning leader.

Citymapper is a globally acclaimed transit app used by over 50 million riders across 100+ cities. Winner of Google’s Editor’s Choice and App of the Year, it curates real-time multimodal trip data—origin, destination, wait time, transfers, and more.

That same rich, journey data fuels Ridership Modeling—giving you high-resolution, O‑D insights and hyper-local demand signals grounded in real-world mobility behavior. The result? Predictions and scenario analysis you can trust, trained on millions of trips planned.

Be the first to explore Ridership Modeling.

We’re offering a Ridership Modeling preview experience for a select group of agencies this summer. Sign up to get on the waitlist— if you're eligible, we’ll be in touch as spots become available.