Proof of Usefulness Report

gesund.ai

Analysis completed on 1/22/2026

+402
Proof of Usefulness Score
Certified Problem Solver

Gesund.ai is a legitimate, venture-backed (Seed round, ~$3.25M) AI assurance platform for healthcare, partnering with major institutions like Merck and UChicago Medicine. While the project has high real-world utility and strong market timing due to increasing AI regulation (FDA/EU AI Act), the submission itself was of extremely low quality, containing false claims ('most people have used my product') and bot-like data. The score reflects the high intrinsic value of the verified company, heavily penalized for the poor quality of evidence provided in the application.

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Score Breakdown

Real World Utility+160.0
Audience Reach Impact+48.0
Technical Innovation+96.0
Evidence Of Traction+50.0
Market Timing Relevance+90.0
Functional Completeness+2.5
Subtotal+446.5
Usefulness Multiplierx0.90
Final Score+402

Project Details

Project URL
Description
gesund.aiis in the Healthcare IT Industry

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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