Proof of Usefulness Report

Jaan Health

Analysis completed on 1/24/2026

+593

Proof of Usefulness Score

Industry Mainstay

Jaan Health (Phamily) is a verifiable, high-growth healthtech company (Series A, ~$25M raised June 2025, est. $50M+ revenue) addressing a critical need in Chronic Care Management. While the project itself demonstrates exceptional real-world utility and verified traction (150+ healthcare orgs, hundreds of thousands of patients), the submission quality was extremely poor, containing lazy and hyperbolic claims (e.g., 'most people have used my product'). The score reflects the project's high verified value, heavily penalized by the low quality of the provided evidence.

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Score Breakdown

Real World Utility+225.0

Audience Reach Impact+70.0

Technical Innovation+120.0

Evidence Of Traction+118.75

Market Timing Relevance+95.0

Functional Completeness+2.5

Subtotal+631.25

Usefulness Multiplierx0.94

Final Score+593

Project Details

Project URL

phamily.com

Description

Founded by an experienced team of healthcare and technology experts, Jaan Health has developed Phamily, the first artificial intelligence driven patient communication technology for use in Chronic Care Management and other reimbursable remote care services.\n\nPhamily’s unique approach to virtual care enables healthcare providers and physicians across the country to directly increase physician reimbursement, cut down on overall medical costs and improve the access to care, all without imposing challenging technical hurdles on elderly and underprivileged patients.

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