Proof of Usefulness Report

Versational

Analysis completed on 2/1/2026

+38
Proof of Usefulness Score
You're In Business

The project 'Versational' appears to be a legitimate AI meeting intelligence platform based on external verification, competing in a crowded market alongside tools like Otter.ai and Fireflies.ai. However, the submission itself is of critically low quality, containing demonstrably false claims (e.g., 'most people have used my product') and lacking any verifiable data on revenue, team size, or active users. While the underlying technology (AI meeting summaries) has real-world utility, the submission's lack of credibility and the project's apparent early-stage status relative to competitors result in a significantly penalized score.

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Score Breakdown

Real World Utility+70.0
Audience Reach Impact+15.0
Technical Innovation+25.0
Evidence Of Traction+5.0
Market Timing Relevance+75.0
Functional Completeness+5.0
Subtotal+35.25
Usefulness Multiplierx1.08
Final Score+38

Project Details

Project URL
Description
Versationalis in the Enterprise Collaboration 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