Round 1 Winners!
Proof of Usefulness Report

Your Data Mom

Analysis completed on 3/18/2026

-53.625
Proof of Usefulness Score
Lab Mode

The submission contains multiple red flags and contradictory information. Claims such as an audience reach of 'everyone', 'most people have used my product', and a 'marketcap' of 2.5 million for a paid search agency are unsubstantiated, contradictory, and highly suspicious. The lack of verifiable evidence, nonsensical user metrics, and exceptionally poor response quality result in a negative score based on the calibration guidelines for unverifiable traction and red flags.

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Score Breakdown

Real World Utility+25
Audience Reach Impact-20
Technical Innovation+3.75
Evidence Of Traction-50
Market Timing Relevance+5
Functional Completeness-12.5
Subtotal-48.75
Usefulness Multiplierx1.1
Final Score-54

Project Details

Project URL
Description
We are a paid search marketing agency that applies machine learning to optimize Google search ads Performance Max campaigns.

Algorithm Insights

Market Position
Early stage requiring focused development
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