Methodology

AI Methodology

Our methodology is designed to make AI-assisted deal discovery more transparent, not more mysterious.

Data sources

Our inputs can include retailer pricing, product specifications, category benchmarks, historical pricing context, and broader market signals.

Scoring logic

Product ratings reflect product merit only. Deal labels reflect the attractiveness of the current price only.

Confidence signals

We look for agreement across multiple signals rather than leaning too heavily on one input. Where confidence is lower, we aim to reflect that in the strength of the verdict.

Independence

AI does not receive payment for ratings.

Affiliate links do not influence ratings.

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