Proof of Usefulness Report

AmbitCare

Analysis completed on 1/10/2026

+535
Proof of Usefulness Score
Industry Mainstay

Although the submission provided extremely poor quality data and hyperbolic claims (e.g., 'most people have used my product'), external verification confirms 'AmbitCare' is a legitimate product of Ambit Inc, a valid healthcare IT company specializing in rare disease solutions. The project utilizes AI/ML for patient identification and has verifiable industry utility, which significantly rescues the score despite the low-effort input.

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Score Breakdown

Real World Utility+21
Audience Reach Impact+9
Technical Innovation+9
Evidence Of Traction+8
Market Timing Relevance+8
Functional Completeness+0
Subtotal+56
Usefulness Multiplierx0.95
Final Score+535

Project Details

Project URL
Description
AmbitCareis 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