Proof of Usefulness Report

AddaptiveCX

Analysis completed on 3/11/2026

+89

Proof of Usefulness Score

You're In Business

The project targets a relevant market need with its omni-channel AI virtual agent for customer experience. However, the submission suffers from highly exaggerated claims ('most people have used my product', audience is 'everyone'), a lack of verifiable traction, and omitted technical specifics. These red flags heavily penalize the quality factors, placing it firmly in the minimal traction category.

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Score Breakdown

Real World Utility+40

Audience Reach Impact+5

Technical Innovation+5

Evidence Of Traction+0

Market Timing Relevance+50

Functional Completeness+5

Subtotal+105

Usefulness Multiplierx0.85

Final Score+89

Project Details

Project URL

addaptivecx.com

Description

People and Virtual Agents Working Together to Transform CX Improve your customer interactions, with an integrated omni-channel virtual agent to deliver a 'Human in the Loop' strategy. Grow NPS and eNPS with frictionless experiences that allow customers to self-serve and seamlessly escalate to a human agent when needed. AI-powered agents across your voice and digital channels boost operational efficiency and contain your business costs. RPA and dedicated connectors enable your transactional processes to become fully automated.

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