How long does AI Menu Optimizer 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 AI Menu Optimizer 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. AI Menu Optimizer runs on model version menu-optimizer-v0.9. We disclose this on every page and in JSON-LD softwareVersion.

What integrations does it require?

Required integrations: square, toast, clover, invoice-ocr.

What does this feature not do?

Honest caveats: Recommendations are statistical; a beloved low-margin item may be why regulars come back. Operator judgment overrides the algorithm.

AI Menu Optimizer

Tells you which items to promote, reprice, or cut.

Model version: menu-optimizer-v0.9 Methodology contact: Head of Data Science

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ROI

Pilot in progress

N=18 trucks, started 2026-01-15, readout expected 2026-06-30. We will not publish a number until we have one.

What it does

Combines per-item profitability (price minus food cost) with customer affinity (re-order rate, basket co-occurrence) to score every menu item on a profitability-versus-popularity grid. Recommends which items to promote on the menu board, which to reprice, and which underperformers to retire.

Who it is for

Single Truck
Small Fleet
Multi Truck

Integrations

What this feature doesn't do

Recommendations are statistical; a beloved low-margin item may be why regulars come back.
Operator judgment overrides the algorithm.
New items need 30 days of sales before they are scored.

Pricing

Included with Operator Pro.

See all plans

FAQ

How long does AI Menu Optimizer 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 AI Menu Optimizer 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. AI Menu Optimizer runs on model version menu-optimizer-v0.9. We disclose this on every page and in JSON-LD softwareVersion.
What integrations does it require?: Required integrations: square, toast, clover, invoice-ocr.
What does this feature not do?: Honest caveats: Recommendations are statistical; a beloved low-margin item may be why regulars come back. Operator judgment overrides the algorithm.