Proof of Usefulness Report

Gradia Health

Analysis completed on 1/22/2026

+86

Proof of Usefulness Score

You're In Business

Gradia Health is a legitimate, YCombinator-backed (W21) healthcare startup that has raised ~$4.2M in seed funding to improve patient experience and clinic revenue for chronic conditions. While the project demonstrates high real-world utility and strong institutional backing (MaC VC, YC), the submission itself contained significant exaggerations (claiming 'everyone' as audience and 'most people' as users) and lacked specific data. Verified external evidence confirms 'thousands' of patients, not millions, placing it in the promising but early-stage category.

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Score Breakdown

Real World Utility+27.0

Audience Reach Impact+6.0

Technical Innovation+12.0

Evidence Of Traction+25.5

Market Timing Relevance+8.5

Functional Completeness+0.25

Subtotal+79.25

Usefulness Multiplierx1.08

Final Score+86

Project Details

Project URL

gradia.com

Description

Our mission is simple: challenge archaic rules and implied medical conventions in healthcare to better serve patients and physicians.\n\nGradia is the backbone of the entire patient experience, helping patients get personalized, high-touch care while also making clinics more money. With our software patients can stay informed/educated about the status of their care, easily communicate with their providers, and get direct access to a specialized virtual care team.\n\nFounded by two Stanford CS students, Gradia is backed by YCombinator, major VC firms, and incredible operators/founders of companies like Bolt, Ramp, Protocol Labs, and BillionToOne.

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