Proof of Usefulness Report

AI-STROKE

Analysis completed on 1/8/2026

+384
Proof of Usefulness Score
Certified Problem Solver

The project 'AI-STROKE' (ai-stroke.com) is a verified, high-potential MedTech startup (AI-Stroke SAS) that recently raised ~$4.6M and joined Stanford StartX. It offers a 'digital neurologist' for pre-hospital stroke triage using video AI, a high-utility innovation. However, the submission itself (by 'DeepRider') is of extremely poor quality, containing false claims ('most people have used my product') and missing data, which significantly penalizes the score despite the project's strong real-world traction and clinical validation.

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Score Breakdown

Real World Utility+142
Audience Reach Impact+65
Technical Innovation+135
Evidence Of Traction+112
Market Timing Relevance+95
Functional Completeness+5
Subtotal+427
Usefulness Multiplierx0.90
Final Score+384

Project Details

Project URL
Description
AI-STROKEis in the Healthcare IT Industry
Audience Reach
everyone
Target Users
everyone
Technologies
Healthcare Tech
Traction Evidence
most people have used my product

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