Proof of Usefulness Report

GlareDB

Analysis completed on 1/22/2026

+278
Proof of Usefulness Score
Gaining Momentum

GlareDB is a verifiable, high-utility SQL database project backed by Y Combinator (W23) with strong technical merit (Rust, DataFusion). However, the submission itself is of extremely low quality, containing hyperbolic and demonstrably false claims (e.g., 'most people have used my product', audience 'everyone'). The evaluation rewards the verifiable technology and market timing while heavily penalizing the traction and reach scores due to the unreliability of the provided data.

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Score Breakdown

Real World Utility+22.0
Audience Reach Impact+2.5
Technical Innovation+12.75
Evidence Of Traction+5.625
Market Timing Relevance+8.5
Functional Completeness+0.25
Subtotal+51.625
Usefulness Multiplierx0.90
Final Score+278

Project Details

Project URL
Description
GlareDBis in the Database Technology Industry

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