Proof of Usefulness Report

Neo Auth

Analysis completed on 2/3/2026

+2
Proof of Usefulness Score
You're In Business

The project appears to be a low-effort or test submission with no verifiable online presence. The domain 'neoauth.io' yields no search results, and claims such as 'most people have used my product' are demonstrably false given the lack of public recognition. 'Leadership' is listed as a technology, and revenue data is nonsensical. The submission fails to demonstrate any real-world utility, traction, or technical implementation.

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Score Breakdown

Real World Utility+1.25
Audience Reach Impact+0.0
Technical Innovation+0.0
Evidence Of Traction+0.0
Market Timing Relevance+1.0
Functional Completeness+0.0
Subtotal+2.25
Usefulness Multiplierx0.88
Final Score+2

Project Details

Project URL
Description
Neo Auth provides a remote onboarding solution to help financial services securely verify the users' identities with artificial intelligence. As multifactor authentication (MFA) solutions exhibit growing vulnerabilities with OTP-based processes, the Neo Auth single sign-on solution offers a biometrics-based identity and access management (IAM) to help banking, financial service, and insurance providers leverage AI for enrolment and access control.

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