Proof of Usefulness Report

2020 On-site

Analysis completed on 1/2/2026

+546
Proof of Usefulness Score
Industry Mainstay

2020 On-site is a well-established mobile vision care company with significant revenue (~$15M estimated) and verifiable operations across multiple major US cities. While the project itself demonstrates high real-world utility and strong financial traction (far exceeding the calibration benchmark), the submission quality was exceptionally poor. The submitter provided lazy, hyperbolic claims (e.g., 'most people have used my product', 'everyone') which heavily penalized the Quality Factors for Reach and Traction. Despite the low-effort submission, the undeniable scale and success of the business justify a high score relative to the benchmark.

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Score Breakdown

Real World Utility+22
Audience Reach Impact+6
Technical Innovation+6
Evidence Of Traction+11
Market Timing Relevance+8
Response Quality+0
Final Score+546

Project Details

Project URL
Description
2020 On-site is a mobile vision care company that provides on-site eye exams for companies and schools.
Audience Reach
everyone
Target Users
everyone
Technologies
Software Development
Traction Evidence
most people have used my product

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