Proof of Usefulness Report

Trudy

Analysis completed on 3/13/2026

+39.19

Proof of Usefulness Score

You're In Business

The submission contains multiple red flags and contradictory information, including heavily exaggerated claims ('audience reach: everyone', 'most people have used my product'), a severely inflated team size (125) relative to the stated $500,000 all-time market cap, and minimal technical specifics. Verifiable real-world traction is absent, resulting in a low score reflecting a highly speculative or unserious project.

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Score Breakdown

Real World Utility+18.75

Audience Reach Impact+1.00

Technical Innovation+11.25

Evidence Of Traction+0.00

Market Timing Relevance+10.00

Functional Completeness+0.25

Subtotal+41.25

Usefulness Multiplierx0.95

Final Score+39

Project Details

Project URL

trudy.app

Description

Meet Trudy, a psychology‑trained AI that decodes online influence into a universal metric, matching brands and creators to lift social‑commerce performance by >40%

Algorithm Insights

Market Position

Growing utility with room for optimization

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