Proof of Usefulness Report

Atreyo

Analysis completed on 2/11/2026

+68
Proof of Usefulness Score
You're In Business

The project represents a registered Indian LLP (Atreyo Research & Development) specializing in IoT and smart city consulting, verified via ZaubaCorp. However, the submission contains significant discrepancies and red flags: 1) The claim that 'most people have used my product' is demonstrably false for a B2B niche firm; 2) The capitalization (₹100,000) contradicts the claimed team size of 125; 3) The project name 'ShadowHeart' appears to be a hallucination or reference to a video game character rather than a real product; 4) Financial metrics are misused ('marketcap' for an LLP). The website hosts generic technical blog content rather than product documentation.

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Score Breakdown

Real World Utility+25.0
Audience Reach Impact+5.0
Technical Innovation+7.5
Evidence Of Traction+6.25
Market Timing Relevance+30.0
Functional Completeness+2.5
Subtotal+76.25
Usefulness Multiplierx0.89
Final Score+68

Project Details

Project URL
atreyo.in
Description
Atreyo Research & Development LLP is a technology company focused on research, design and development of products in the fields of electronics, automation and robotics. Current portfolio includes various smart city solutions and industrial IOT gateways. Our data analytics platform enables various actions and decision for authorities and industries.Through our solutions end users adapt to technologies with ease of usage which help systems/processes to be more efficient. Atreyo focuses on data acquisition and monitoring technology solution through various device and sensor based system. Cloud platform which is data-driven helps in better decision making which in turns helps in cost optimization and improving efficiency of entire process or system. Atreyo Research & Development LLP

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