Round 1 Winners!
Proof of Usefulness Report

Koparents

Analysis completed on 3/10/2026

+25.52
Proof of Usefulness Score
You're In Business

Koparents presents a highly practical real-world utility by using AI to mediate and de-escalate co-parenting communications. However, the submission suffers from hyperbolic and unverifiable claims ('most people have used my product', audience reach of 'everyone'), vague technical details ('Internet'), and confusing financial metrics ('all time marketcap: 500000'). Due to the lack of concrete evidence and poor response quality, the project falls into the minimal traction category.

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Score Breakdown

Real World Utility+18.75
Audience Reach Impact+1.0
Technical Innovation+2.25
Evidence Of Traction+0.625
Market Timing Relevance+6.0
Functional Completeness+0.375
Subtotal+29
Usefulness Multiplierx0.88
Final Score+26

Project Details

Project URL
Description
Co-parenting can often become emotionally charged, especially in high-conflict situations. Our platform provides a structured, neutral, and compassionate communication framework that transforms how separated parents interact. By filtering, softening, and reframing messages, our AI ensures that only the essential information for the child’s well-being remains—removing unnecessary emotional weight and reducing conflict escalation. The result? Calmer exchanges between parents Less stress for families A healthier environment for children Our solution goes beyond messaging—it’s an intelligent co-parenting assistant designed to protect parents’ energy, reduce misunderstandings, and keep the focus where it truly belongs: the children’s best interests.

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