Proof of Usefulness Report

Longevity AI

Analysis completed on 1/25/2026

+352
Proof of Usefulness Score
Certified Problem Solver

Longevity AI is a legitimate, venture-backed company (raised ~$5M) with significant B2B partnerships (e.g., KSM/Maccabi Healthcare Services with 4.6M members, Cenegenics). The project leverages a unique 20-year longitudinal dataset to predict biological age and chronic disease risk, demonstrating high real-world utility and technical innovation. However, the submission itself was of very low quality (hyperbolic traction claims, missing financial data, informal submitter name), which significantly penalized the Response Quality and Traction verification scores despite the strong underlying business fundamentals found via external search.

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Score Breakdown

Real World Utility+108
Audience Reach Impact+60
Technical Innovation+61.2
Evidence Of Traction+68
Market Timing Relevance+36
Functional Completeness+2
Subtotal+335.2
Usefulness Multiplierx1.05
Final Score+352

Project Details

Project URL
Description
Longevity AI increases user health span by predicting and preventing chronic disease

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