Proof of Usefulness Report

Multilayer

Analysis completed on 3/22/2026

+121

Proof of Usefulness Score

Gaining Momentum

The submission describes a boutique data consulting firm but includes vague descriptions ('everyone') and highly exaggerated claims ('most people have used my product') that strongly contradict its B2B business model. Verifiable traction is weak, and the response quality is exceptionally poor, resulting in a low Proof of Usefulness score despite operating in a highly relevant market sector.

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Score Breakdown

Real World Utility+50

Audience Reach Impact+5

Technical Innovation+15

Evidence Of Traction+7.5

Market Timing Relevance+25

Functional Completeness+2.5

Subtotal+105

Usefulness Multiplierx1.15

Final Score+121

Project Details

Project URL

multilayer.io

Description

Multilayer is a Data Consulting boutique formed by top experts in all Data specializations. We are everything Data: Data Engineering, Science, Strategy & Analytics; in addition to Machine Learning (AI) Engineering, MLOps, and Analytics Engineering. We aim to be the best in our respective disciplines, while maintaining a well-rounded and pragmatic approach to every problem.

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