Proof of Usefulness Report

Mosaic Dots

Analysis completed on 2/8/2026

+10
Proof of Usefulness Score
You're In Business

The project outlines a standard construction management solution but lacks verifiable evidence of existence or traction. The submission contains hyperbolic claims (e.g., audience reach 'everyone', traction 'most people have used my product') that severely damage credibility. Search results yield no footprint for the domain or brand, suggesting the project is either inactive, very early stage, or the data provided is inaccurate.

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Score Breakdown

Real World Utility+5.00
Audience Reach Impact+0.50
Technical Innovation+0.75
Evidence Of Traction+0.63
Market Timing Relevance+2.00
Functional Completeness+0.25
Subtotal+9.13
Usefulness Multiplierx1.08
Final Score+10

Project Details

Project URL
mosaicdots.com
Description
Welcome to Mosaic Dots! A construction management tool for you! From planning & construction to client handling, we will help you along the way! Be it inventory management, invoice handling, accounting, attendance or complex task management handling by as low as a site engineer - we brought you our tool to streamline the construction process for builders, developers, architects, sub-contractors and Vendors. Join us to implement, empower and enrich your business. Our platform offers powerful project management tools, real-time collaboration, and affordable pricing. Transform your construction projects and maximize profits.

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