Proof of Usefulness Report

PatternAI

Analysis completed on 1/27/2026

-7
Proof of Usefulness Score
Lab Mode

The submission for PatternAI contains significant red flags, including unverifiable and hyperbolic claims (e.g., 'most people have used my product', 'audience: everyone') which contradict the lack of online presence (no indexed pages found for patternai.co). Despite listing a 2020 launch, there is zero verifiable evidence of traction, revenue, or active users. The description relies on generic buzzwords without a clear value proposition. The project appears to be inactive or non-existent.

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Score Breakdown

Real World Utility+1.25
Audience Reach Impact+0.00
Technical Innovation+0.75
Evidence Of Traction-10.00
Market Timing Relevance+1.00
Functional Completeness+0.25
Subtotal-6.75
Usefulness Multiplierx1.02
Final Score-7

Project Details

Project URL
Description
Our product is a SaaS based offering that rapidly accelerates ML / AI capabilities for business customers, from SMBs to large enterprises. we started PatternAI™ to bring the revolutionary power of AI to the mass market, by developing automated AI solutions to important problems and delivering them via a unique SaaS model. Reach out to learn how we bring this revolutionary technology to your company too

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