Proof of Usefulness Report

Manifest

Analysis completed on 1/25/2026

+20
Proof of Usefulness Score
You're In Business

The project appears to be a legitimate sustainable logistics provider (Manifest Commerce), but the submission data is extremely low-quality and contains verifiable falsehoods (claiming 'most people' have used it). While the underlying business model has real-world utility in the green supply chain sector, the lack of verifiable evidence, the spam-like email address, and the exaggerated traction claims severely penalize the score. The evaluation relies on the potential of the domain rather than the submitted content, which warrants a minimum quality multiplier.

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Score Breakdown

Real World Utility0.25) × 0.5
Audience Reach Impact0.20) × 0.5
Technical Innovation0.15) × 0.5
Evidence Of Traction0.25) × 0.5
Market Timing Relevance0.10) × 0.5
Functional Completeness0.05) × 0.5
Subtotal+18.75
Usefulness Multiplierx1.05
Final Score+20

Project Details

Project URL
Description
Manifestis in the Logistics Tech Industry

Algorithm Insights

Market Position
Growing utility with room for optimization
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