Proof of Usefulness Report

Zingly.ai

Analysis completed on 1/24/2026

+277

Proof of Usefulness Score

Gaining Momentum

Zingly.ai is a legitimate, venture-backed ($10M+ Seed) Customer Experience (CX) platform combining GenAI and human agents, with verifiable revenue (~$2M) and enterprise traction (Fortune 500 case studies). However, the submission itself was of extremely low quality, containing false claims ('most people have used my product', 'reach: everyone') and vague data. The score reflects the high potential and actual market traction of the entity, significantly penalized by the lack of evidence provided in the submission.

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Score Breakdown

Real World Utility+85.00

Audience Reach Impact+42.00

Technical Innovation+48.00

Evidence Of Traction+67.50

Market Timing Relevance+47.50

Functional Completeness+1.25

Subtotal+291.25

Usefulness Multiplierx0.95

Final Score+277

Project Details

Project URL

zingly.ai

Description

Zingly.ai is a leader in AI and digital-first CX technology, helping businesses to transform customer service into a strategic asset that drives growth. By combining generative AI with intuitive communication tools, Zingly.ai enables companies to increase revenue, expand wallet share, and drive operational efficiency while delivering exceptional customer experiences.

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