Compute · Assess & Decide · Data & Research

Score an AI idea's business feasibility on 1-4 scales

A founder comparing AI product ideas gets a defensible 1-4 score on each business-feasibility dimension and an average, derived from concrete inputs (SOM, usage cadence, validation %, scalability), so ideas can be ranked on a like-for-like basis.

You receive: A pure function returning the four 1-4 sub-scores (market size, usage frequency, market need, scalability) and their mean, from the SOM, cadence, validation share, scalability tier, and your band edges, graded on hidden cases.

Part of Choose Business Model

What's verified: STUD verifies each of the four sub-scores is the correct 1-4 value from the banded inputs and that the composite is the correct mean, on held-out cases. STUD does NOT verify that the SOM figure, usage cadence, validation percentage, or scalability tier are accurate for the real idea, nor that a high score means the idea will make money.