Proof of Usefulness Report

Surefront

Analysis completed on 1/31/2026

+305
Proof of Usefulness Score
Certified Problem Solver

Surefront is a verified B2B Product Lifecycle Management (PLM) platform with legitimate market presence, estimated annual revenue of ~$1.2M, and case studies from brands like BaubleBar and JIA HOME. However, the project submission itself was of extremely low quality, containing factually false claims (e.g., 'most people have used my product', 'audience reach: everyone') and nonsensical data ('marketcap: null'). The score reflects the actual real-world utility and traction of the company found via external verification, heavily penalized by the poor response quality and the falsified reach/traction claims in the input.

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Score Breakdown

Real World Utility+150.0
Audience Reach Impact+20.0
Technical Innovation+60.0
Evidence Of Traction+43.75
Market Timing Relevance+60.0
Functional Completeness+2.5
Subtotal+336.25
Usefulness Multiplierx0.91
Final Score+305

Project Details

Project URL
Description
Surefront is a Product Lifecycle Management (PLM) platform for brands. Our solution bridges product data with a streamlined solution that keeps all of your work in one place so you can save time better spent on developing and selling products.

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