Round 1 Winners!
Proof of Usefulness Report

Fownd Inc.

Analysis completed on 3/17/2026

+44.8
Proof of Usefulness Score
You're In Business

Fownd identifies a genuine problem in physical therapy with a practical AI-driven solution for documentation. However, the submission is severely penalized for highly exaggerated and unrealistic claims regarding audience reach, traction, and financials ('everyone', 'most people have used my product', 'all time marketcap: 2500000'). Due to the lack of credible evidence and minimal verifiable traction, the project falls squarely into the minimal traction calibration tier.

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Score Breakdown

Real World Utility+20.0
Audience Reach Impact+0.5
Technical Innovation+10.5
Evidence Of Traction+0.625
Market Timing Relevance+8.0
Functional Completeness+0.375
Subtotal+40
Usefulness Multiplierx1.12
Final Score+45

Project Details

Project URL
Description
FOWND is a company for PTs, developed by PTs, that aims to ease the administrative workload for physical therapists during sessions. Our first goal to achieve this is to streamline documentation by leveraging the power of AI to act as an assist along with using natural language processing to transcribe a session and generate a SOAP note automatically at the end of a session. We also plan to use AI/machine learning technologies to provide computer vision-aided ROM measurements and functional assessments, and automatically upload those values into your note. Doing this will allow for a standardization of measurements and decrease the error rate associated with goniometric measurements. Generative AI will also be a part of our platform, tailored to both you and your patient, that will suggest approriate treatment plans, exercises, protocols, etc. It will also assist in attributing accurate, billable codes to session documents, and offer the possibility of remote therapeutic monitoting. By combining ambient data and the professional skills of the therapists, PTs will be significantly less burndened by documentation, and other paperwork that takes time away from your patient and give you back control of the whole reason we went to PT school in the first place - to help people and make them feel better.

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