Proof of Usefulness Report

Tamnoon

Analysis completed on 2/4/2026

+639
Proof of Usefulness Score
Category Standard

Tamnoon is a verified, venture-backed Series A startup (raising ~$18M) offering Managed Cloud Security Remediation. While the submission itself was low-quality (containing false claims like 'most people have used my product' and inaccurate reach data), external verification confirms strong traction, including partnerships with Wiz and Palo Alto Networks, and a growing enterprise customer base. The project demonstrates high utility and innovation in the hybrid AI-human remediation space. The score reflects strong business fundamentals, penalized significantly in the 'Response Quality' and 'Audience Reach' metrics due to the poor quality of the submitted form data.

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Score Breakdown

Real World Utility+212.5
Audience Reach Impact+50
Technical Innovation+120
Evidence Of Traction+212.5
Market Timing Relevance+90
Functional Completeness+2.5
Subtotal+687.5
Usefulness Multiplierx0.93
Final Score+639

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