Proof of Usefulness Report

Cleanest AI

Analysis completed on 3/9/2026

+21.24

Proof of Usefulness Score

You're In Business

The project addresses a practical problem of organizing ChatGPT conversations, but the submission is undermined by vague and highly exaggerated claims ('everyone' uses it, 'marketcap: 500000', 'most people have used my product'). Due to a lack of verifiable metrics, a basic technical scope in a crowded space, and poor response quality, the submission demonstrates minimal evidence of true traction.

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Score Breakdown

Real World Utility+15.0

Audience Reach Impact+0.5

Technical Innovation+1.5

Evidence Of Traction+0.0

Market Timing Relevance+5.0

Functional Completeness+0.125

Subtotal+22.125

Usefulness Multiplierx0.96

Final Score+21

Project Details

Project URL

cleanest.ai

Description

Feeling overwhelmed by your AI chats? Struggling to find past conversations with ChatGPT? Cleanest AI brings order to the chaos. This powerful Chrome extension lets you: - Organize chats into folders: Create custom folders for different topics, projects, or AI models. - Effortless filing: Drag and drop your chats into the appropriate folders for easy access. - Search through chats to find them easily. - Goodbye, endless scrolling: Say goodbye to endlessly scrolling through your chat history. Find what you need quickly with clear folder organization. - Focus on what matters: Boost your productivity by keeping your conversations organized and readily available.

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