Proof of Usefulness Report

RagaAI

Analysis completed on 1/28/2026

+480
Proof of Usefulness Score
Industry Mainstay

RagaAI is a legitimate, venture-backed (Seed ~$4.7M) AI testing platform solving critical issues in AI safety (hallucinations, drift, bias). While the project itself has high utility and enterprise traction (Fortune 500 clients), the submission provided contained significant inaccuracies (claiming 'everyone' as the audience and 'most people' as users). The score reflects the strong underlying business fundamentals and market timing, heavily penalized by the poor quality and veracity of the submission data.

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Score Breakdown

Real World Utility+225.0
Audience Reach Impact+20.0
Technical Innovation+102.0
Evidence Of Traction+120.0
Market Timing Relevance+95.0
Functional Completeness+2.5
Subtotal+564.5
Usefulness Multiplierx0.85
Final Score+480

Project Details

Project URL
Description
RagaAIis in the AI Infrastructure Industry

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