Proof of Usefulness Report

TechTorch

Analysis completed on 1/31/2026

+243
Proof of Usefulness Score
Gaining Momentum

TechTorch is a verifiable B2B platform leveraging AI for professional services and sales delivery. External search confirms a valid seed-stage company with ~150 enterprise clients, ~$1M estimated revenue, and a team of 10-20. The project demonstrates strong real-world utility and excellent market timing in the AI agent space. However, the submission quality was extremely poor, containing hyperbolic and inaccurate claims (e.g., audience 'everyone', traction 'most people'), which significantly reduced the quality factors and overall confidence score.

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Score Breakdown

Real World Utility+85.0
Audience Reach Impact+25.0
Technical Innovation+56.25
Evidence Of Traction+43.75
Market Timing Relevance+45.0
Functional Completeness+1.25
Subtotal+256.25
Usefulness Multiplierx0.95
Final Score+243

Project Details

Project URL
Description
Intelligent Sales and Deliver platform for Tech Vendors

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