Proof of Usefulness Report

Preventio

Analysis completed on 1/28/2026

+212
Proof of Usefulness Score
Gaining Momentum

Preventio is a verified Frankfurt-based PropTech startup (Preventio GmbH) with €1.35M in pre-seed funding (2022) offering AI-driven predictive maintenance for water damage without sensors. While the project has high real-world utility and verified backing, the submission itself contained significant inaccuracies (claiming 'most people' have used it and 'leadership' as a technology). The score reflects the legitimate potential of the business and its sensorless AI technology, balanced against a penalty for the poor quality and exaggerated claims of the submission.

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Score Breakdown

Real World Utility+85
Audience Reach Impact+10
Technical Innovation+48
Evidence Of Traction+52
Market Timing Relevance+34
Functional Completeness+1
Subtotal+230
Usefulness Multiplierx0.92
Final Score+212

Project Details

Project URL
Description
Preventiois in the Property Management Tech Industry

Algorithm Insights

Market Position
Growing utility with room for optimization
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline