Proof of Usefulness Report

Cluvi

Analysis completed on 2/6/2026

+381
Proof of Usefulness Score
Certified Problem Solver

Cluvi is a verified Y Combinator (S21) startup offering a comprehensive digitalization suite for over 4,000 restaurants in LATAM, with claims of 3M monthly users. While the project demonstrates strong real-world utility and verified traction (approx. $2.5M seed funding, significant regional adoption), the submission itself was of very low quality, containing hyperbolic claims ('most people', 'everyone') and lacking precise data. The score reflects the project's legitimate business value and market position, heavily penalized for the poor quality of the provided evidence.

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Score Breakdown

Real World Utility+175.0
Audience Reach Impact+64.0
Technical Innovation+90.0
Evidence Of Traction+75.0
Market Timing Relevance+70.0
Functional Completeness+2.5
Subtotal+476.5
Usefulness Multiplierx0.8
Final Score+381

Project Details

Project URL
Description
Cluvi is the digital solution for more than three thousand restaurants in LATAM, helping them with their home delivery, reservations, table menus and customer loyalty processes. Everything is easier, faster and simpler with Cluvi.

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