Proof of Usefulness Report

Haul

Analysis completed on 1/23/2026

+41
Proof of Usefulness Score
You're In Business

The submission describes 'Haul' (a Series A trucking startup) but provides metrics for 'U-Haul' (founded 1945, $10B cap), resulting in a severe penalty for data integrity. While the actual startup (haulwith.us) is a legitimate business solving a critical driver shortage problem with verified VC backing ($13M+), the submission claims are largely false (e.g., 'most people have used my product', launch date 1945). The score reflects the high utility of the actual business model but the low credibility of the submitted data.

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Score Breakdown

Real World Utility+17.0
Audience Reach Impact+3.0
Technical Innovation+3.75
Evidence Of Traction+7.5
Market Timing Relevance+9.0
Functional Completeness+0.25
Subtotal+40.5
Usefulness Multiplierx1.01
Final Score+41

Project Details

Project URL
Description
Haul is developing a marketplace that provides trucking companies with a pool of vetted, on-demand truck drivers to operate their trucks. Through Haul's data-driven certification process, all drivers are pre-screened and evaluated. Once drivers are Haul Certified, trucking companies are able to connect with drivers via the Haul platform. Once on the Haul platform, drivers are able to find flexible job opportunities through intelligent matching.

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