The outcome ledger

Every AI vendor claims ROI. We publish ours.

Every ProfitFalcon agent recommendation carries a predicted dollar impact, computed from verified numbers. When the operator later records what happened, the outcome is scored against that prediction. This page is the aggregate, wins, losses, and misses included.

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Profit opportunities identified
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Recommendations issued
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Outcomes recorded
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Audited hit rate

How the scoring works

01
Predicted, in dollars

Each recommendation states its expected impact in dollars, derived from the store's own verified metrics, never from an LLM guess. The prediction is stored before anything happens.

02
Recorded by the operator

After acting (or not), the operator records the realized result. Recommendations without a recorded outcome stay unscored, they never inflate the hit rate.

03
Scored directionally

A win means the realized result moved in the predicted direction; a loss means it moved against it. Simple, symmetric, and impossible to massage after the fact.

Why publish this?

Because "AI-powered insights" is an unfalsifiable claim, and unfalsifiable claims are worthless. A tool that predicts in dollars and shows its scoreboard can be held accountable, and priced on results. That's also why ProfitFalcon's outcome-based pricing only bills a fee on realized, recorded wins, never on predictions.

See what the agent finds in your store.
Drop an order export, recommendations come with their predicted impact attached.
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