Proof of Usefulness Report

Noogata

Analysis completed on 1/26/2026

+399

Proof of Usefulness Score

Certified Problem Solver

Noogata is a verified, venture-backed company (Series A, $16M funding) offering AI-driven eCommerce analytics for major brands like PepsiCo. However, the submission itself is of extremely low quality, featuring obvious inaccuracies (claimed reach 'everyone', traction 'most people') and lacking specific detail. The score reflects the strong underlying reality of the business entity, heavily penalized by the poor quality and unverifiable claims within the submission text.

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Score Breakdown

Real World Utility+93.75

Audience Reach Impact+60.0

Technical Innovation+78.0

Evidence Of Traction+106.25

Market Timing Relevance+80.0

Functional Completeness+2.5

Subtotal+420.5

Usefulness Multiplierx0.95

Final Score+399

Project Details

Project URL

noogata.com

Description

Noogata is the AI eCommerce growth assistant that identifies & helps teams capitalize on opportunities to increase sales

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