Proof of Usefulness Report

WriteHybrid

Analysis completed on 2/19/2026

+31
Proof of Usefulness Score
You're In Business

WriteHybrid appears to be an active SaaS tool designed to 'humanize' AI text to bypass detectors like Turnitin and GPTZero. While the website is functional and lists clear use cases (academic, marketing), the project submission is severely compromised by hyperbolic and unverifiable claims (e.g., 'most people have used my product', 'marketcap: 500000'). The 'hybrid' value proposition (AI + Human) is a potential differentiator in a saturated market, but the lack of concrete traction data, team details, or technical explanation results in a low score.

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Score Breakdown

Real World Utility+60
Audience Reach Impact+20
Technical Innovation+30
Evidence Of Traction+30
Market Timing Relevance+50
Functional Completeness+10
Subtotal+28.25
Usefulness Multiplierx1.1
Final Score+31

Project Details

Project URL
Description
Professionals who write content with AI (Ghostwriters, Freelance Copywriters, Content Marketers, etc) after 3 years of stagnation and zero growth in the AI content writing space, we are finally here to make a change with a hybrid approach that leverages the speed of AI humanizers and authenticity of real human writers

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