Proof of Usefulness Report

snooplay.in

Analysis completed on 2/16/2026

+256
Proof of Usefulness Score
Gaining Momentum

Snooplay is a verified, funded ($1.5M+) toy marketplace in India with a clear value proposition (AI discovery + circular economy). While the submission contains hyperbolic claims ('most people have used my product', 'everyone' audience) and the team size appears inflated compared to LinkedIn data (35 vs 125), the underlying business is legitimate and growing. Recent funding (July 2025) and a user base of ~200k families validate traction, though mixed customer reviews regarding delivery raise execution concerns.

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Score Breakdown

Real World Utility+93.75
Audience Reach Impact+30.00
Technical Innovation+30.00
Evidence Of Traction+62.50
Market Timing Relevance+80.00
Functional Completeness+5.00
Subtotal+301.25
Usefulness Multiplierx0.85
Final Score+256

Project Details

Project URL
Description
Snooplay is building the future of play in India, where discovery is intelligent and toys never go to waste. We’re India’s only PlayTech app, solving two of the biggest pain points in the toy industry: 1). Discovery – Most parents don’t know what to buy. 2). Waste – Most toys are underused and discarded too soon. Our proprietary AI Toy Finder replaces search fatigue with smart discovery - matching every child’s unique personality, age, and developmental needs with the right toy across 35,000+ SKUs. It's like a personal play expert at scale. And we close the loop with India’s first AI-led Toy Buyback Program, making play circular. Families can now donate or recycle their old toys for Snooplay Rupees - fuelling repeat engagement while reducing waste. Donated toys are routed to children in need - no waste, no clutter, just better use. With a pan-India customer base of over 2 lakh families, and a growing Play Intelligence Database, we’re creating deep behavioral data flywheels that power personalization, retention, and sustainability. We’re not just another toy brand. We’re building the infrastructure layer for India’s $5B+ toy economy - where discovery, data, and delight converge. Snooplay is how India plays. Now and next.

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