Proof of Usefulness Report

Mandaos

Analysis completed on 1/25/2026

-8
Proof of Usefulness Score
Lab Mode

The submission for Mandaos suffers from critical credibility issues. While the domain implies a logistics or errands service ('mandados'), the website is not indexed in search engines, suggesting it is either inactive or nonexistent. The submission claims 'most people have used my product,' which is demonstrably false given the lack of digital footprint. Additionally, the revenue field contains nonsensical text ('all time marketcap: null'). Due to the lack of verifiable evidence and the presence of exaggerated claims (red flags), the project receives a score below zero.

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Score Breakdown

Real World Utility+2.5
Audience Reach Impact+0.0
Technical Innovation+0.75
Evidence Of Traction-12.5
Market Timing Relevance+1.5
Functional Completeness+0.25
Subtotal-7.5
Usefulness Multiplierx1.1
Final Score-8

Project Details

Project URL
Description
Mandaos is a company that operates through the domain mandaos.co. It specializes in providing efficient and reliable delivery services. The company focuses on connecting customers with local businesses, ensuring that products and goods are delivered promptly and safely. Mandaos aims to enhance the convenience of shopping and logistics by leveraging technology to streamline the delivery process. With a commitment to customer satisfaction, Mandaos is dedicated to offering a seamless and user-friendly experience for both businesses and consumers.

Algorithm Insights

Market Position
Early stage requiring focused development
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