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Proof of Usefulness Report

Cosmodata

Analysis completed on 3/9/2026

-42
Proof of Usefulness Score
Lab Mode

While AI document processing (IDP) addresses a legitimate B2B operational need, this submission triggers multiple severe red flags. The claimed evidence of traction ('most people have used my product') is mathematically impossible and clearly fabricated. The target audience ('everyone') is unrealistic for an IDP SaaS, the technology stack is described far too vaguely ('Internet'), and the monthly revenue field contains a nonsensical metric ('all time marketcap: 500000'). Due to the absence of verifiable traction, lack of technical depth, and highly suspect claims, the project receives a negative score in strict accordance with the calibration guidelines for submissions with major red flags.

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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-43.75
Usefulness Multiplierx0.95
Final Score-42

Project Details

Project URL
Description
Reduce workload upto 80% with AI document processing Cosmo IDP software enhances operational efficiency and accuracy by automating data extraction. Start Free Trial Learn More Time Saving IDP can reduce the time it takes to extract information from a document by upto 80% Increase Accuracy Increase accuracy

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