Proof of Usefulness Report

Spotlite (a.k.a.Kudos)

Analysis completed on 1/30/2026

+209
Proof of Usefulness Score
Gaining Momentum

Spotlite (formerly Kudos) is a legitimate, venture-backed ($5.7M Seed) social platform for children focusing on safety and moderation. However, the submission is of extremely low quality, containing hyperbolic claims ('most people have used my product', 'space-technology') that contradict verifiable data (low App Store ratings, niche user base). While the core utility of a safe social network for kids is high, the project's actual traction does not match the 'everyone' reach claimed. The score reflects the verifiable funding and platform existence, heavily penalized for inaccurate claims and lack of current user adoption signals.

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Score Breakdown

Real World Utility+120
Audience Reach Impact+10
Technical Innovation+22.5
Evidence Of Traction+25
Market Timing Relevance+40
Functional Completeness+2.5
Subtotal+220
Usefulness Multiplierx0.95
Final Score+209

Project Details

Project URL
Description
We’re on a mission to create a safer, fun and bully-free social content space for the 1 billion young heroes out there.

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