Proof of Usefulness Report

Debutify

Analysis completed on 2/6/2026

+640
Proof of Usefulness Score
Category Standard

Debutify is a verified, high-traction eCommerce SaaS suite with over 18,000 active live stores and historically 150,000+ users. While the submission itself contained unprofessional hyperboles (e.g., audience reach 'everyone', evidence 'most people have used my product'), independent verification confirms it is a market leader in the Shopify ecosystem with a team size of ~50-100 and significant revenue (estimated $5M-$15M ARR). The project scores highly on utility and traction, though the low-quality submission impacts the confidence metrics.

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Score Breakdown

Real World Utility+220.0
Audience Reach Impact+136.0
Technical Innovation+97.5
Evidence Of Traction+161.0
Market Timing Relevance+80.0
Functional Completeness+5.0
Subtotal+699.5
Usefulness Multiplierx0.915
Final Score+640

Project Details

Project URL
Description
Debutify helps companies by providing eCommerce brand owners with a powerful suite of products to help them succeed online. Our aim is to make it easier for brand owners to start, manage, and scale their businesses. OUR PRODUCTS Debutify Reviews Get more reviews in less time with less effort Debutify Theme An easy-to-use, beautiful, code-free theme with advanced customizations

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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