Proof of Usefulness Report

AdPipe

Analysis completed on 1/5/2026

+45
Proof of Usefulness Score
You're In Business

AdPipe appears to be a legitimate Series-A stage AdTech company with ~40 employees, solving a real problem in video asset repurposing. However, the submission quality is critically low, containing unverifiable hyperboles (e.g., 'most people have used my product', audience 'everyone') and lacking concrete metrics. While the entity itself has market viability, the submission fails to provide credible Proof of Usefulness, resulting in a heavily penalized score closer to the 'minimal traction/unverified' range.

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Score Breakdown

Real World Utility+10
Audience Reach Impact+3
Technical Innovation+4
Evidence Of Traction+7
Market Timing Relevance+4
Functional Completeness+0
Subtotal+29
Usefulness Multiplierx1.15
Final Score+34

Project Details

Project URL
Description
AdPipeis in the AdTech Industry
Audience Reach
everyone
Target Users
everyone
Technologies
Media Production
Traction Evidence
most people have used my product

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