PACEDALL ACADEMY — AI IDEA DEFENSIBILITY TEST Score each 0–2. 1. The problem is frequent and meaningful. 2. The product improves a complete workflow. 3. It uses persistent user or domain data. 4. It provides integrations generic chat lacks. 5. Specialist UX reduces effort or errors. 6. Value grows with repeated use. 7. There is a credible distribution advantage. 8. Users can recognise and pay for the outcome. 9. Trust, privacy or compliance is handled better. 10. The idea cannot be substantially replaced by one prompt. 0–7: Weak. 8–14: Needs stronger workflow or evidence. 15–20: Worth deeper validation.