Proof of Usefulness Report

Cognitive Recruiting Solutions LLC

Analysis completed on 3/16/2026

+28.6

Proof of Usefulness Score

You're In Business

The submission outlines a niche recruiting and staffing agency focused on AI in healthcare. While the market timing and real-world utility of matching AI talent with health tech companies are strong, the project lacks technical innovation and presents highly exaggerated, unverifiable claims ('everyone', 'most people have used my product'). As an established LLC with a limited verifiable reach (768 LinkedIn followers) rather than a scalable technology product, it demonstrates minimal audience impact, resulting in a low Proof of Usefulness score.

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Score Breakdown

Real World Utility+15.0

Audience Reach Impact+1.0

Technical Innovation+1.5

Evidence Of Traction+1.25

Market Timing Relevance+7.0

Functional Completeness+0.25

Subtotal+26

Usefulness Multiplierx1.1

Final Score+29

Project Details

Project URL

cognitiverecruiting.ai

Description

Cognitive Recruiting Solutions, LLC | 768 followers on LinkedIn. We match exceptional candidates ("Real Smart People") with companies who want to save lives and improve health! | COGNITIVE Recruiting Solutions for Artificial Intelligence is the marriage of talent acquisition and cognitive psychology, dedicated to bringing together exceptional candidates with innovative companies who believe in changing the future through utilizing “AI for Good.” We recruit in the following industries where AI intersects with Imaging, Genomics, and Healthcare: Medical Devices Health Tech Clinical Informatics Biopharma Semiconductors Detection and Security We hire Scientists, Engineers, Analysts & Researchers in Machine Learning and Deep Learning, with expertise in: • Natural Language processing • Computer vision • Speech Recognition • Robotics We also identify and place the Executive Leadership, Business Developers, Product Managers and Software/Hardware Engineers who drive and grow your business. Contact

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