Proof of Usefulness Report

Attini

Analysis completed on 1/14/2026

+162
Proof of Usefulness Score
Gaining Momentum

Attini is a verifiable AWS Serverless deployment framework utilizing Step Functions, indicating legitimate technical utility. However, the submission is of critically low quality, containing unsubstantiated and hyperbolic claims (e.g., 'most people have used my product') and lacking any verifiable metrics. The score acknowledges the tool's existence and potential utility while heavily penalizing the lack of evidence, professionalism, and traction proof.

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Score Breakdown

Real World Utility+62
Audience Reach Impact+10
Technical Innovation+37
Evidence Of Traction+0
Market Timing Relevance+70
Functional Completeness+0
Subtotal+180
Usefulness Multiplierx0.9
Final Score+162

Project Details

Project URL
Description
Attiniis in the DevOps Industry
Audience Reach
everyone
Target Users
everyone
Technologies
Devops, Developer Tools
Traction Evidence
most people have used my product

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