Proof of Usefulness Report

Adaptrack

Analysis completed on 1/5/2026

+268
Proof of Usefulness Score
Gaining Momentum

Adaptrack is a verifiable B2B SaaS platform for clinician risk management that was acquired by AMS Management Group in November 2022. While the project achieved a successful exit and served ~4,000 clinicians (a high-value niche), the submission itself suffers from significant quality issues, including clearly false placeholder data ('most people have used my product', 'audience: everyone'). The score reflects the legitimate real-world utility and acquisition success, heavily penalized by the niche scale (<5,000 users vs. calibration targets) and low-effort submission details.

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Score Breakdown

Real World Utility+16
Audience Reach Impact+2
Technical Innovation+6
Evidence Of Traction+3
Market Timing Relevance+5
Functional Completeness+0
Subtotal+33
Usefulness Multiplierx0.81
Final Score+268

Project Details

Project URL
Description
With fast evolving personal, clinical and administrative risks, compounded by the impacts of the pandemic, busy clinicians and their teams are facing unprecedented challenges that are too time consuming \u0026 expensive to solve with current solutions. \n\nAdaptrack is Public Benefit Corporation - our mission to help clinicians + their teams work + live better. \n\nWith our suite of SaaS solutions, we nudge 30-second insights relevant to the clinician \u0026 their work setting - right where they are - via text, in their browser, next to their work apps. Each 30-second nudge unlocks CMEs and generates insights that unlock medical liability discounts. \n\nMore than 4000 clinicians use Adaptrack to track their day-to-day blindspots, learn (and co-learn with our Micro Grand Rounds!) and earn CMEs \u0026 insurance discounts on our suite of simple, ubiquitous and turnkey solution.
Audience Reach
everyone
Target Users
everyone
Technologies
Risk Management, Analytics, Cloud Computing
Traction Evidence
most people have used my product

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