Proof of Usefulness Report

Cochl

Analysis completed on 2/7/2026

+365
Proof of Usefulness Score
Certified Problem Solver

Cochl is a verifiable, high-potential deep tech startup specializing in machine listening (Series A funded, ~$6.5M). The technology has high utility in security, automotive, and industrial sectors with verified partnerships (e.g., Samsung, Thales). However, the project submission contained significant inaccuracies, including a name mismatch ('CrimsonHeart'), confused financial metrics ('marketcap 2500000' likely referring to past funding), and hyperbolic traction claims ('most people have used my product'). These submission quality issues resulted in penalties, despite the underlying technology's strong innovation and market timing.

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Score Breakdown

Real World Utility+85.0
Audience Reach Impact+20.0
Technical Innovation+90.0
Evidence Of Traction+30.0
Market Timing Relevance+90.0
Functional Completeness+10.0
Subtotal+55.6
Usefulness Multiplierx1.09
Final Score+365

Project Details

Project URL
Description
Cochl is a research-based startup focusing on machine listening technology. We provide sound AI system for developers and businesses to empower their products and services to have the human-like listening ability.

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