Is your idea worth building? Find out.

The tool provides a quick viability assessment for technical founders, focusing on market potential, profit margins, and operational costs before any code is written. It generates a three‑point snapshot—opportunity, risk, and a reality check—using data‑driven analysis rather than encouraging scores. Users can toggle an AI mode that estimates token usage and associated expenses for different user scales, helping to surface hidden cash‑flow issues.

A paid full report expands the snapshot with detailed market sizing, technology stack recommendations, marketing tactics, and identified red flags, all presented in plain English and downloadable as a PDF. The service emphasizes transparency, avoiding inflated market numbers and generic advice, and it does not require email or login.

The validator is aimed at founders evaluating AI‑enabled or other tech ideas who need concrete cost modeling and realistic market insight to decide whether to pursue development. It distinguishes itself by including token‑cost calculations and a focus on hard‑question analysis.