Proof of Usefulness Report

AutoBuddys -An Intelligent Life Companion Research Project for Autism and Elderly

Analysis completed on 2/11/2026

+3
Proof of Usefulness Score
You're In Business

The project 'AutoBuddys' presents a concept for elderly and autism care but lacks any verifiable digital footprint. The provided URL (autobuddys.in) is inactive or does not resolve. The submission contains highly exaggerated and unrealistic claims (e.g., 'most people have used my product', 'audience reach: everyone'). The term 'marketcap' is misused for a research project, and there is no evidence of the claimed team size or traction. The submission appears to be a low-effort or placeholder entry with significant red flags regarding authenticity.

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Score Breakdown

Real World Utility+1.25
Audience Reach Impact+0.00
Technical Innovation+0.75
Evidence Of Traction+0.00
Market Timing Relevance+0.50
Functional Completeness+0.25
Subtotal+2.75
Usefulness Multiplierx1.09
Final Score+3

Project Details

Project URL
autobuddys.in
Description
Design an IoT-enabled, cost-efficient solution in the form of a health monitoring system for providing telehealth services for the elder population, and an educative game application with an Interactive UI that could assist autistic children with their personality development.

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