Proof of Usefulness Report

Automily

Analysis completed on 3/9/2026

-56

Proof of Usefulness Score

Lab Mode

The submission exhibits multiple severe red flags indicating a spam or fabricated entry. Claims such as 'everyone' for audience reach, 'most people have used my product' for evidence of traction, and 'all time marketcap: 500000' for monthly revenue are nonsensical and completely unsubstantiated. Furthermore, the technology listed is merely 'Internet', demonstrating zero technical depth. Given the lack of verifiable data and extremely poor response quality, the project receives a negative score in alignment with the calibration guidelines for red flags.

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Score Breakdown

Real World Utility+12.5

Audience Reach Impact+0.0

Technical Innovation+7.5

Evidence Of Traction-62.5

Market Timing Relevance+5.0

Functional Completeness-12.5

Subtotal-50

Usefulness Multiplierx1.12

Final Score-56

Project Details

Project URL

automily.ai

Description

Automily pioneers a revolutionary Generative AI-Powered Web Automation System, transforming operational landscapes across industries. Seamlessly integrated with Selenium WebDriver, it excels in automating tasks like data extraction and form completion, adapting to dynamic web elements in real-time. Its seamless integration with Azure DevOps accelerates project management and fosters collaboration, ushering in a new era of high-quality automation solutions. With natural language-driven automation, dynamic decision-making, and enhanced visual verification/reporting, Automily ensures unparalleled efficiency.

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