How long does Predictive Demand Modelling take to learn my truck?

Roughly 30 days. The model needs to see a full cycle of weekdays, weekends, and weather patterns before its recommendations stabilize.

What does Predictive Demand Modelling cost?

Pricing is transparent on the pricing page. Most features are included with Operator Pro. There is no demo gate on headline price.

Is the model version pinned?

Yes. Predictive Demand Modelling runs on model version demand-model-v1.0. We disclose this on every page and in JSON-LD softwareVersion.

What integrations does it require?

Required integrations: noaa-weather.

What does this feature not do?

Honest caveats: Predicted demand is a probability, not a guarantee. The model does not know about street closures or last-minute permit pulls.

Predictive Demand Modelling

City and event-level demand signals to help you pick where to park.

Model version: demand-model-v1.0 Methodology contact: Head of Data Science

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ROI

Pilot in progress

N=8 trucks, started 2026-01-15, readout expected 2026-07-31. We will not publish a number until we have one.

What it does

Aggregates marketplace search demand, event calendars, weather, and historical truck sales across the local market. Outputs a heatmap of where demand is likely to be elevated tonight, this weekend, and over the next 14 days.

Who it is for

Single Truck
Small Fleet
Multi Truck

Integrations

Noaa Weather

What this feature doesn't do

Predicted demand is a probability, not a guarantee.
The model does not know about street closures or last-minute permit pulls.
Treat it as a tiebreaker between viable options.

Pricing

Included with Operator Pro.

See all plans

FAQ

How long does Predictive Demand Modelling take to learn my truck?: Roughly 30 days. The model needs to see a full cycle of weekdays, weekends, and weather patterns before its recommendations stabilize.
What does Predictive Demand Modelling cost?: Pricing is transparent on the pricing page. Most features are included with Operator Pro. There is no demo gate on headline price.
Is the model version pinned?: Yes. Predictive Demand Modelling runs on model version demand-model-v1.0. We disclose this on every page and in JSON-LD softwareVersion.
What integrations does it require?: Required integrations: noaa-weather.
What does this feature not do?: Honest caveats: Predicted demand is a probability, not a guarantee. The model does not know about street closures or last-minute permit pulls.