Validation is a loop, not a one-off. If your report shows a weak spot, you should refine your pitch and re-test. Here is how you can iterate using Preuve AI (Formerly Preuve AI (Formerly Test Your Idea)):

Every Full Report includes an integrated coaching engine that automatically generates three distinct angles to unblock your project: A Niche angle, a Pivot angle, and an AI angle.

4 out of 5 founders who use these suggestions to iterate see their viability score improve (average +5 points).

You can manually edit your idea’s description directly from your dashboard. Use the insights from the Coaching Engine to refine your pitch, then update the text to see how it impacts your viability score.

Note on Data: When you iterate, your core analysis and viability score are updated in real-time. However, to ensure consistency and prevent abuse, the Competitor data and Community signals (Reddit, X, etc.) remain cached for that specific report.

If you are switching to a completely different industry or business model, we recommend starting a fresh scan to pull new live market data.