Proof of Usefulness Report

EndeavorCX

Analysis completed on 3/17/2026

-22.83

Proof of Usefulness Score

Lab Mode

The submission contains severe red flags, including unsubstantiated and exaggerated claims ('everyone' as audience, 'most people have used my product'), nonsensical financial metrics ('all time marketcap: 2500000' for monthly revenue), and zero verifiable evidence of technical implementation or traction. The stark contrast between the professional description and the provided data points heavily penalizes the project.

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Score Breakdown

Real World Utility+1.25

Audience Reach Impact-8.00

Technical Innovation+0.00

Evidence Of Traction-12.50

Market Timing Relevance+1.00

Functional Completeness-2.50

Subtotal-20.75

Usefulness Multiplierx1.1

Final Score-23

Project Details

Project URL

endeavorcx.com

Description

At EndeavorCX, we’re on a mission to Create the New Possible using machine learning-powered products that define new market categories for artificial intelligence and customer experience. We thrive in solving complex, data-driven problems — the kind you read about in headlines. Our CX + AI platform transforms customer experiences and improves agent performance using machine learning across both voice and digital engagement channels to augment and automate human work, leading to unprecedented breakthroughs in efficiencies and engagement. EndeavorCX is trusted by some of the world’s most innovative organizations. Backed by VenturesCX, we are headquartered in Chicago with distributed team.

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