Proof of Usefulness Report

HopSkipDrive

Analysis completed on 1/23/2026

+688
Proof of Usefulness Score
Category Standard

HopSkipDrive is a verified, high-traction Series D company with estimated annual revenue exceeding $100M and over 1.7M rides completed in 2024. While the submission contained hyperbolic and low-quality descriptions (e.g., audience 'everyone', traction 'most people'), the provided team size (498) and business identity are accurate and verifiable. The project demonstrates exceptional real-world utility in the youth transportation sector, partnering with 10,000+ schools. The score reflects the massive operational scale and market relevance, penalized slightly for the low quality of the submission text.

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Score Breakdown

Real World Utility2.5)
Audience Reach Impact2.0)
Technical Innovation1.5)
Evidence Of Traction2.5)
Market Timing Relevance1.0)
Functional Completeness0.5)
Subtotal+809
Usefulness Multiplierx0.85
Final Score+688

Project Details

Project URL
Description
HopSkipDrive makes life easier for busy parents by taking the stress out of the carpool conundrum. Created by moms who understand the challenges of getting kids to activities, and the safety concerns with putting their children in someone else’s car, our service is designed to be simple, convenient, and reliable while exceeding all safety standards.

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