Proof of Usefulness Report

Crobox

Analysis completed on 1/19/2026

+534
Proof of Usefulness Score
Industry Mainstay

Crobox is a legitimate, established B2B SaaS company (founded ~2015) providing AI-driven 'Guided Selling' and consumer psychology tools for enterprise eCommerce. External verification confirms significant traction with high-profile clients like Dyson, T-Mobile, and Asics, and a team size of ~30-50. However, the submission itself was of extremely low quality (fake name 'MysticFang', inaccurate audience claims like 'everyone', and lack of specific metrics), which heavily penalized the Quality Factors. Despite the poor submission, the underlying project demonstrates high real-world utility and market relevance.

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Score Breakdown

Real World Utility+220
Audience Reach Impact+85
Technical Innovation+58
Evidence Of Traction+106
Market Timing Relevance+90
Functional Completeness+2
Subtotal+562
Usefulness Multiplierx0.95
Final Score+534

Project Details

Project URL
Description
Crobox empowers customers to find the products they want faster and with greater ease. Our guided selling solution enriches the product discovery experience for the individual while driving significant business impact.
Audience Reach
everyone
Target Users
everyone
Technologies
Marketing, Consumer Goods
Traction Evidence
most people have used my product

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