Validation · 2025-12-24

Behind the Demand Score: The Algorithm Explained in Plain English

No math PhD required. The Demand Score is a weighted blend of Search Volume (35%), Intent Quality (25%), Trend Direction (20%), Competition Saturation (15%), and Community Frustration (5%). Each factor is scored 0-100, then combined. We explain the weighting rationale, how we normalize across data sources, and how often the model is updated (quarterly, with the latest outcome backtest). Transparency builds trust. [Understand the algorithm →]

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