Proof of Usefulness Report

Playbook

Analysis completed on 1/28/2026

+25
Proof of Usefulness Score
You're In Business

The submission for Playbook (playbk.io) presents significant contradictions and red flags. While the URL points to a legitimate-appearing B2B GRC/AI tool ('Company AI'), the submission categorizes it as a 'creator economy platform' and claims 'most people have used my product,' which is demonstrably false for a niche enterprise software. The email address appears to be a system alias or temporary placeholder. Due to the lack of verifiable traction, contradictory business classification, and hyperbolic claims, the project receives a minimal score despite the potential relevance of its underlying technology (AI for SOPs).

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Score Breakdown

Real World Utility+25
Audience Reach Impact+5
Technical Innovation+60
Evidence Of Traction+2.5
Market Timing Relevance+80
Functional Completeness+5
Subtotal+23.85
Usefulness Multiplierx1.05
Final Score+25

Project Details

Project URL
Description
Playbookis in the GRC Software 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