Proof of Usefulness Report

Evidence

Analysis completed on 1/21/2026

+292
Proof of Usefulness Score
Gaining Momentum

Evidence is a high-utility, open-source Business Intelligence as Code tool backed by Y Combinator (S21). While the submission itself was low-effort and contained hyperbolic claims ('most people have used my product'), independent verification confirms strong traction (5.8k+ GitHub stars), a polished technical solution using Markdown/SQL, and active adoption by analytics engineers. The project scores highly on utility and innovation, positioning it as a promising emerging tool in the modern data stack (Score Range: 250-400), despite the poor quality of the submission.

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Score Breakdown

Real World Utility+112.5
Audience Reach Impact+40.0
Technical Innovation+63.75
Evidence Of Traction+50.0
Market Timing Relevance+40.0
Functional Completeness+1.25
Subtotal+307.5
Usefulness Multiplierx0.95
Final Score+292

Project Details

Project URL
Description
Business intelligence as code. Build polished data apps with markdown and SQL.

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