Proof of Usefulness Report

Anomaly AI

Analysis completed on 3/10/2026

-17.88

Proof of Usefulness Score

Lab Mode

The submission contains major red flags. Claims of reach ('everyone') and traction ('most people have used my product') are highly exaggerated and unverifiable. The monthly revenue field lists an 'all time marketcap: 500000', strongly suggesting a speculative cryptocurrency token rather than a legitimate SaaS business with real revenue. Technical details are virtually non-existent. Due to these red flags and a lack of verifiable traction, the score is penalized below zero.

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Score Breakdown

Real World Utility0.25)

Audience Reach Impact0.20)

Technical Innovation0.15)

Evidence Of Traction0.25)

Market Timing Relevance0.10)

Functional Completeness0.05)

Subtotal-16.25

Usefulness Multiplierx1.1

Final Score-18

Project Details

Project URL

findanomaly.ai

Description

AI Data Analyst for Large Datasets

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