Proof of Usefulness Report

AudvikLabs

Analysis completed on 1/14/2026

+1
Proof of Usefulness Score
You're In Business

The submission for AudvikLabs presents significant red flags. The domain 'audviklabs.com' yields no search results or web presence, contradicting the claim of a 2020 launch and a team of 21-40 people. The assertion that 'most people have used my product' is demonstrably false and unsupported by any evidence. The response quality is extremely low, with generic claims and missing critical data (revenue, active users). The project appears to be either non-existent or a placeholder without verifiable traction.

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Score Breakdown

Real World Utility+0
Audience Reach Impact+0
Technical Innovation+0
Evidence Of Traction+0
Market Timing Relevance+0
Functional Completeness+0
Subtotal+1
Usefulness Multiplierx0.92
Final Score+1

Project Details

Project URL
Description
Developing AI based SAAS products. We are also helping other companies in implementing DevSecOps.
Audience Reach
everyone
Target Users
everyone
Technologies
Machine Learning, Cloud Computing, Saas
Traction Evidence
most people have used my product

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