Proof of Usefulness Report

Discover Claims

Analysis completed on 1/24/2026

+18
Proof of Usefulness Score
You're In Business

The submission for 'Discover Claims' presents a coherent description of a B2B hospital revenue recovery tool, but the supporting data contains severe contradictions and red flags. The claims that the audience is 'everyone' and that 'most people have used my product' are demonstrably false for a niche healthcare backend solution. Additionally, citing 'all time marketcap' instead of standard revenue metrics, combined with the handle 'GoldenRider', suggests either a low-effort spam submission or a crypto-related project masquerading as enterprise software. The lack of verifiable traction and the disjointed responses result in a critically low score.

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Score Breakdown

Real World Utility+7.5
Audience Reach Impact+1.0
Technical Innovation+3.0
Evidence Of Traction+1.25
Market Timing Relevance+3.0
Functional Completeness+0.25
Subtotal+16
Usefulness Multiplierx1.12
Final Score+18

Project Details

Project URL
discover-claims.com
Description
Discover Claims enables hospitals to recover third party liability revenue hiding in charity accounts without ever contacting patients. Our AI-powered platform effortlessly identifies and recovers TPL dollars up to 4 years old written off to charity or zero balance bad debt. No out-of-pocket expenses or set-up costs required. Benefits: -No need to contact patients -No upfront financial investment required -No-risk contingency model, you share in the upside with no cost to implement and easy to deploy -On average, our proprietary technology will identify and recover 1% of all billed charges of charity and zero balance bad debt accounts reviewed -Over 20 years of experience with Revenue Cycle technology solutions -Our solution fits within your current processes and infrastructure

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