Proof of Usefulness Report

Sherpa

Analysis completed on 1/29/2026

+585
Proof of Usefulness Score
Industry Mainstay

Sherpa (sherpa.net.au) is a well-established Australian logistics company (founded 2014) with significant verified traction (~$11.5M estimated annual revenue, 47+ employees, 140k+ monthly deliveries). While the project itself demonstrates high real-world utility and strong market positioning in the 'last-mile' delivery sector, the submission quality was exceptionally poor (containing hyperbole like 'audienceReach: everyone' and 'most people have used my product', and missing critical data). The score reflects the strong underlying business fundamentals verified through external research, heavily penalized by the poor response quality and the vagueness of the submitted claims.

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Score Breakdown

Real World Utility+212.5
Audience Reach Impact+105.0
Technical Innovation+97.5
Evidence Of Traction+148.75
Market Timing Relevance+80.0
Functional Completeness+2.5
Subtotal+646.25
Usefulness Multiplierx0.91
Final Score+588

Project Details

Project URL
sherpa.net.au
Description
Sherpa is an Australian-based company that specializes in providing on-demand delivery services. Operating through their platform, Sherpa connects businesses and individuals with a network of couriers to facilitate fast and efficient delivery solutions. The company caters to a wide range of industries, including retail, food, and e-commerce, offering same-day and scheduled delivery options. Sherpa's technology-driven approach allows for real-time tracking and seamless integration with business operations, making it a reliable partner for companies looking to enhance their logistics and customer service capabilities.

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