Proof of Usefulness Report

Liberate

Analysis completed on 2/27/2026

+1
Proof of Usefulness Score
You're In Business

The submission is a domain name listing ('liberate.ai') rather than a functional technology project. The claims regarding audience reach ('everyone') and traction ('most people have used my product') are unverifiable and appear to be false. There is no evidence of software, services, or technical innovation. The project holds value only as a raw asset for sale, not as a utility-driven submission.

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Score Breakdown

Real World Utility+0.13
Audience Reach Impact+0.00
Technical Innovation+0.00
Evidence Of Traction+0.00
Market Timing Relevance+0.50
Functional Completeness+0.00
Subtotal+0.63
Usefulness Multiplierx0.95
Final Score+1

Project Details

Project URL
Description
The domain name liberate.ai is for sale. Make an offer or buy it now at a set price.

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