Proof of Usefulness Report

AIToolBox.space

Analysis completed on 2/18/2026

+12
Proof of Usefulness Score
You're In Business

The project claims to be a universally adopted AI directory ('most people have used my product'), yet external verification confirms the domain is not indexed by major search engines, indicating zero actual reach. The submission uses confusing metrics ('marketcap: 500000') and generic descriptions with no evidence of custom technology or active users. The disparity between the 'everyone' audience claim and the lack of a digital footprint results in a negligible score.

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Score Breakdown

Real World Utility+5.0
Audience Reach Impact+0.0
Technical Innovation+0.75
Evidence Of Traction+0.0
Market Timing Relevance+5.0
Functional Completeness+0.25
Subtotal+11
Usefulness Multiplierx1.09
Final Score+12

Project Details

Project URL
Description
Welcome to AIToolbox.space, your one-stop hub for AI tools and resources! Our mission is to build a comprehensive directory that caters to professionals, researchers, and AI enthusiasts alike. By connecting experts and learners, we aim to foster a thriving AI community that drives innovation and collaboration. Join us on our journey to make AIToolbox.space the ultimate destination for AI tools and insights. Let's shape the future of AI together! #AITools #ArtificialIntelligence #MachineLearning #AICommunity

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