Proof of Usefulness Report

SambaSafety

Analysis completed on 2/16/2026

+564
Proof of Usefulness Score
Industry Mainstay

SambaSafety is a verifiable market leader in driver risk management, serving over 15,000 organizations and backed by major private equity (Stone Point Capital). The project has high real-world utility and significant traction. However, the submission itself is of extremely low quality, containing vague claims ('everyone', 'Computer Software') and inaccurate traction statements ('most people have used my product'). The score reflects the high intrinsic value of the established business, heavily penalized for the poor quality and lack of specific evidence in the submission data.

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Score Breakdown

Real World Utility+92.0
Audience Reach Impact+42.5
Technical Innovation+37.5
Evidence Of Traction+47.5
Market Timing Relevance+85.0
Functional Completeness+10.0
Subtotal+59.4
Usefulness Multiplierx0.95
Final Score+564

Project Details

Project URL
sambasafety.com
Description
SambaSafety is a recognized innovator and leading provider of cloud-based risk management solutions for over 15,000 organizations with automotive mobility exposure, including many on Fortune’s Global 500 list. Employers and insurers benefit from SambaSafety’s continuous monitoring, intuitive insights, risk reduction tools and configurable pricing solutions. Through the collection, correlation and analysis of federal, state, local and telematics data sources, our flexible, end-to-end capabilities enable businesses and insurers to better evaluate and mitigate driving risk, accelerate product development, reduce crashes and foster safer communities.

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