Proof of Usefulness Report

Verilo AI

Analysis completed on 3/18/2026

-37.95

Proof of Usefulness Score

Lab Mode

The submission contains major red flags, including highly exaggerated traction claims ('most people have used my product') and absent technical details (only 'Internet' listed). The use of cryptocurrency terminology ('all time marketcap: 2500000') instead of actual business metrics is highly suspicious for a B2B AI hiring tool. Due to the complete lack of verifiable evidence and exceptionally poor response quality, the project is categorized as having significant red flags, resulting in a score below zero.

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Score Breakdown

Real World Utility-5.0 (weighted)

Audience Reach Impact-10.0 (weighted)

Technical Innovation-3.0 (weighted)

Evidence Of Traction-12.5 (weighted)

Market Timing Relevance0.0 (weighted)

Functional Completeness-2.5 (weighted)

Subtotal-33

Usefulness Multiplierx1.15

Final Score-38

Project Details

Project URL

verilo.co

Description

Verilo AI - Assisting managers in building quality teams. We're on a mission to bring more transparency to the hiring process through cutting-edge voice analytics technology. Our proprietary machine learning model analyzes subtle confidence indicators in a candidate's speech patterns during interviews, providing objective integrity insights to help companies make more informed hiring decisions. With Verilo, you can build high-performing teams you can be confident in, improve retention by hiring candidates who align with your values, and gain a competitive edge with top talent.

Algorithm Insights

Market Position

Early stage requiring focused development

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