Proof of Usefulness Report

Owain Lewis

Analysis completed on 2/19/2026

+53
Proof of Usefulness Score
You're In Business

The submission for 'SwiftForge' (owainlewis.com) presents a significant disparity between the input data and the actual web resource. The URL leads to the legitimate portfolio of Owain Lewis, a credible Director of Software Engineering and AI researcher with verified open-source contributions (2.5k+ GitHub stars) and a technical newsletter. However, the submission form contains demonstrably false or nonsensical claims (e.g., 'most people have used my product', 'audience: everyone', 'marketcap: 500000'). While the underlying personal platform has high utility for a niche audience of software engineers, the Proof of Usefulness score is heavily penalized by the lack of a distinct product matching the name 'SwiftForge' and the low-quality, exaggerated submission data.

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Score Breakdown

Real World Utility+75
Audience Reach Impact+25
Technical Innovation+60
Evidence Of Traction+30
Market Timing Relevance+85
Functional Completeness+10
Subtotal+45.25
Usefulness Multiplierx1.17
Final Score+53

Project Details

Project URL
Description
Owain Lewis. Software engineering management training and coaching.

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