Proof of Usefulness Report

Stable Auto

Analysis completed on 1/30/2026

+370

Proof of Usefulness Score

Certified Problem Solver

Stable Auto is a legitimate, venture-backed company (Series A, ~$14M funding led by Congruent Ventures) providing data analytics for EV charging infrastructure. Verified partnerships include Blink Charging and EV Connect, utilizing ML to analyze 70M+ data points for profitability forecasting. However, the project submission itself was of extremely low quality, containing false claims ('most people have used my product', 'everyone') and lacking specific evidence, which heavily penalized the Quality Factors. The score reflects the strong, verified underlying business reality (High Utility/Traction) balanced against the poor submission integrity and resulting validation penalties.

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Score Breakdown

Real World Utility+45

Audience Reach Impact+30

Technical Innovation+42.5

Evidence Of Traction+42.5

Market Timing Relevance+90

Functional Completeness+5

Subtotal+435

Usefulness Multiplierx0.85

Final Score+370

Project Details

Project URL

stable.auto

Description

Climate is humanity’s gnarliest problem, and we believe every charger has to be part of the solution. With our data-driven insights, we help organizations envision and build tomorrow’s vital infrastructure. Stable is a venture-backed company where intellectual rigor meets automotive industry expertise, and passionate people with practical experience are clearing the way to a fully-electric future.

Algorithm Insights

Market Position

Strong market validation with clear user adoption patterns

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