Proof of Usefulness Report

Loyal

Analysis completed on 1/25/2026

+547
Proof of Usefulness Score
Industry Mainstay

The submission conflates two different companies: 'Loyal Health' (Human Healthcare B2B, indicated by the URL, email, and description) and 'Loyal' (Veterinary Biotech, indicated by the Business Type and 2019 launch date). External verification confirms 'Loyal Health' is a significant Series B company with ~$46M in funding and 170+ employees, serving major health systems. The score reflects the high real-world utility and verified traction of the underlying healthcare entity, but is heavily penalized for the confusing, low-quality, and hyperbolic data provided in the submission.

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Score Breakdown

Real World Utility+22.50
Audience Reach Impact+8.00
Technical Innovation+11.25
Evidence Of Traction+10.63
Market Timing Relevance+8.00
Functional Completeness+0.50
Subtotal+60.88
Usefulness Multiplierx0.90
Final Score+548

Project Details

Project URL
loyalhealth.com
Description
Loyal is a fast-growing healthcare technology company that recently raised its Series A. We are building healthcare’s smartest consumer experience platform, driven by a powerful, integrated data layer, natural language processing and machine learning.\n\nOur remote-friendly team believes that health seekers deserve clarity in their healthcare journey, and we provide our clients with tools that connect and empower at every level of the healthcare ecosystem.

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