Proof of Usefulness Report

LignoFlow

Analysis completed on 1/24/2026

+11
Proof of Usefulness Score
You're In Business

The project operates in the high-potential advanced materials sector (Lignin), but the submission is severely compromised by hyperbolic and unverifiable claims. With a team size of 2 and a 2022 launch, the statement that 'most people have used my product' lacks credibility and contradicts standard B2B material adoption timelines. The input contains conflicting names ('SilentForge' vs 'LignoFlow') and lacks specific technical or revenue data, resulting in a minimum baseline score.

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Score Breakdown

Real World Utility+5.0
Audience Reach Impact+1.0
Technical Innovation+1.5
Evidence Of Traction+0.625
Market Timing Relevance+2.5
Functional Completeness+0.25
Subtotal+10.875
Usefulness Multiplierx1.02
Final Score+11

Project Details

Project URL
Description
LignoFlowis in the Advanced Materials Industry

Algorithm Insights

Market Position
Growing utility with room for optimization
User Engagement
Documented reach suggests active user community
Technical Stack
Technology choices support scalability goals

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