Proof of Usefulness Report

Vocali AI

Analysis completed on 2/19/2026

+5
Proof of Usefulness Score
You're In Business

The submission for 'Vocali AI' appears to be a low-quality or test entry with significant red flags. The claim that 'most people have used my product' is demonstrably false and unsupported by any web presence for the domain 'vocali-ai.com' or the project name. The submitter handle 'WhisperSpirit' has been associated with other inconsistent entries. The technical description is non-existent ('Software Development'), and the revenue metric ('marketcap') is misused. There is no verifiable evidence of utility, reach, or innovation.

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Score Breakdown

Real World Utility+10.00
Audience Reach Impact+0.00
Technical Innovation+0.00
Evidence Of Traction+0.00
Market Timing Relevance+20.00
Functional Completeness+5.00
Subtotal+4.75
Usefulness Multiplierx1.08
Final Score+5

Project Details

Project URL
Description
At Vocali AI we offer solutions for all businesses to grow

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