Proof of Usefulness Report

Preql

Analysis completed on 1/28/2026

+65
Proof of Usefulness Score
You're In Business

Preql is a legitimate, venture-backed (YC S22, Series A) data transformation tool with high utility for business intelligence teams. However, the submission itself is of extremely low quality, featuring hyperbolic and factually incorrect claims (e.g., 'most people have used my product', audience is 'everyone'). While external verification confirms the project's technical merit and market relevance, the submission's lack of serious data and red flags significantly penalize the final score, placing it in the range of early-stage/minimal traction despite its actual funding status.

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Score Breakdown

Real World Utility+20.00
Audience Reach Impact+6.00
Technical Innovation+12.00
Evidence Of Traction+8.75
Market Timing Relevance+8.00
Functional Completeness+0.25
Subtotal+55
Usefulness Multiplierx1.18
Final Score+65

Project Details

Project URL
Description
Preql is a no code data tool empowering business leaders to create and manage metrics without writing 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