Proof of Usefulness Report

Cancelo

Analysis completed on 1/16/2026

+3
Proof of Usefulness Score
You're In Business

The project 'Cancelo' suffers from a lack of verifiable existence and highly dubious claims. The submission states that 'most people have used [the] product,' yet searches for 'cancelo.io' yield no results, and the domain appears unindexed or inactive. The description addresses a valid problem (churn), but the absence of technical details, metrics, or a functional footprint results in a near-zero score. The submission quality is extremely low, resembling placeholder or test data.

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Score Breakdown

Real World Utility+1
Audience Reach Impact+0
Technical Innovation+0
Evidence Of Traction-1
Market Timing Relevance+2
Functional Completeness+0
Subtotal+2
Usefulness Multiplierx1.09
Final Score+3

Project Details

Project URL
Description
Cancelo helps you in reducing and understanding your churn, so you address it effectively.
Audience Reach
everyone
Target Users
everyone
Technologies
Developer Tools
Traction Evidence
most people have used my product

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