Proof of Usefulness Report

Assurance Health Data

Analysis completed on 1/28/2026

+35
Proof of Usefulness Score
You're In Business

Assurance Health Data (AHD) appears to be a legitimate early-stage healthcare data entity, verified by its participation in the MATTER accelerator (2022) and listed partnerships. However, the submission itself contains severe quality issues, including a unprofessional submitter name ('ShadowClaw'), demonstrably false traction claims ('most people have used my product'), and unrealistic audience targeting ('everyone'). While the underlying business addresses a valid problem in the Real-World Data (RWD) market, the submission's lack of credible detail and hyperbolic claims result in a low score, reflecting the disparity between the likely reality of a niche B2B startup and the spam-like entry provided.

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Score Breakdown

Real World Utility+17.5
Audience Reach Impact+2.0
Technical Innovation+3.75
Evidence Of Traction+3.75
Market Timing Relevance+8.0
Functional Completeness+0.25
Subtotal+35.25
Usefulness Multiplierx1.0
Final Score+35

Project Details

Description
The Assurance Health Data (AHD) platform is a trusted clinical data ecosystem, enabling data sharing at scale amongst researchers, healthcare providers, patients, & diagnostic and life sciences companies to solve the biggest data problems in healthcare – together. We are the industry's go-to partner for high quality, difficult-to-find, and source Real-World Data. Enabling Brilliant People to Be Brilliant™ is achieved by Doing What is Right, Always™.

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