Proof of Usefulness Report

Medallion

Analysis completed on 2/2/2026

+732
Proof of Usefulness Score
Category Standard

The project 'Medallion' is a verified, high-traction Series C healthcare technology company with over $85M-$130M in funding and significant enterprise adoption, solving a critical administrative problem (credentialing). However, the specific submission provided contains low-quality, inaccurate user-entered data (e.g., User claim 'most people have used my product', Reach claim 'everyone', User 'CrimsonBlade'), suggesting a low-effort or automated entry. The score reflects the undeniable high utility and scale of the actual company described, but is heavily penalized in 'Response Quality' and 'Audience Reach' due to the inaccurate form claims.

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Score Breakdown

Real World Utility+225
Audience Reach Impact+80
Technical Innovation+127.5
Evidence Of Traction+237.5
Market Timing Relevance+90
Functional Completeness+2.5
Subtotal+762.5
Usefulness Multiplierx0.96
Final Score+732

Project Details

Description
Medallion is the leading provider network management platform that unites provider operations and empowers end-to-end automation for credentialing, enrollment, and monitoring. We free healthcare teams to focus on what matters by enabling healthcare organizations to quickly and accurately manage and grow their provider networks with our AI-powered automation technology. Since its inception in 2020, Medallion has saved 500,000+ administrative hours for leading healthcare companies like Ginger, hims, Equip, Tampa General Hospital, MedExpress, Oak Street Health and hundreds more. Medallion has raised $85M from Sequoia Capital, Spark Capital, Google Ventures, Optum Ventures, Salesforce Ventures, Elad Gil, Mario Schlosser and many others. Please note: Medallion's only official email address domain is “@medallion.co,” and we are only recruiting for the positions listed on our careers site (medallion.co/careers). If you have been contacted by any other email domain, completed a written interview, offered a position that’s not on our website, or received any other suspicious communication, please do not engage and review the resources available to you from the FTC at https://consumer.ftc.gov/articles/job-scams.

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