Proof of Usefulness Report

StoryLab.ai

Analysis completed on 1/30/2026

+41
Proof of Usefulness Score
You're In Business

StoryLab.ai appears to be a legitimate AI copywriting tool launched in 2021, operating in a relevant and high-demand market. However, the submission quality is critically low, characterized by exaggerated and unverifiable claims (e.g., 'most people have used my product' and 'everyone' as the audience). While the domain exists and suggests a functional product, the lack of concrete data on active users, revenue, or specific technical differentiation heavily suppresses the score. The evaluation reflects a penalty for poor evidence presentation despite the project's potential real-world utility.

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Score Breakdown

Real World Utility+14.00
Audience Reach Impact+4.00
Technical Innovation+6.00
Evidence Of Traction+3.75
Market Timing Relevance+8.00
Functional Completeness+0.25
Subtotal+36
Usefulness Multiplierx1.13
Final Score+41

Project Details

Project URL
Description
StoryLab.aiis in the MarketingTech Industry

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