Proof of Usefulness Report

Cognition AI

Analysis completed on 2/4/2026

+774
Proof of Usefulness Score
Unicorn Utility

Cognition AI is a verified 'Unicorn' ($10.2B valuation, $73M ARR as of Sep 2025) and a market leader in AI software automation (Devin). The submission data regarding valuation and team size (222) matches verifiable external records, confirming the submitter's internal access despite the lazy text entry. The project scores exceptionally high on utility, innovation, and traction, though the submission quality itself was poor. The score reflects the massive real-world impact and confirmed verifiable status of the company, adjusted for the uncertainty of the minimal submission.

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Score Breakdown

Real World Utility+250
Audience Reach Impact+128
Technical Innovation+180
Evidence Of Traction+250
Market Timing Relevance+100
Functional Completeness+2.5
Subtotal+910.5
Usefulness Multiplierx0.85
Final Score+774

Project Details

Project URL

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