04Run the evidence through 27 commercial signals.
Our AI-assisted analysis system pores over the research to find mispricing, monetization leakage, segment differences, and high-value patterns that are difficult to see manually.
01Price–Value Delta
Where realized customer value and current price diverge.
02WTP Compression Ratio
Where one offer forces unlike buyers into the same price.
03Monetization Leakage Index
Where value is created but not captured in the model.
04Buyer Friction Coefficient
Where price matters less than another purchase barrier.
+23 additional metrics across willingness to pay, value concentration, package migration, alternatives, expansion, and commercial friction.