Proof of Usefulness Report

Oyako AI Ltd.

Analysis completed on 3/10/2026

+27.19

Proof of Usefulness Score

You're In Business

Oyako AI identifies a genuine problem in modern parenting and proposes a practical AI-driven solution. However, the project is pre-launch with contradictory traction claims ('launching soon' vs. 'most people have used my product') and vague technical details. Due to zero verifiable users, a lack of custom technology specifics, and unsupported market cap statements, it falls firmly into the minimal traction category.

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Score Breakdown

Real World Utility+17.5

Audience Reach Impact+1.0

Technical Innovation+3.0

Evidence Of Traction+0.625

Market Timing Relevance+6.0

Functional Completeness+0.5

Subtotal+28.625

Usefulness Multiplierx0.95

Final Score+27

Project Details

Project URL

oyako.ai

Description

Oyako is the missing puzzle piece in modern parenting. From school runs and doctor’s forms to birthday parties and holiday plans — Oyako keeps it all in one place so nothing slips through the cracks. We’re building an intelligent family OS: ✔️ One chat ✔️ One interface ✔️ One assistant to manage the chaos. Built by parents. Backed by AI. Because parenting shouldn’t feel like project management. ✨ Launching soon — request early access at www.oyako.ai

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