Proof of Usefulness Report

Live Aware Labs

Analysis completed on 1/25/2026

+126
Proof of Usefulness Score
Gaining Momentum

Live Aware Labs is a verifiable, high-potential B2B platform transforming game user research with AI. While the submission data was poor (containing placeholders and inaccurate claims like 'most people have used my product'), external verification confirms a substantial recent achievement: a $4.8M Seed round (Oct 2024) led by Transcend and a16z Games Speedrun. The platform solves a critical industry pain point by automating playtest analysis, with confirmed adoption by major studios like Krafton and Bonfire. The score reflects the high real-world utility and verified elite-tier traction, significantly adjusted upward from the low-quality submission input.

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Score Breakdown

Real World Utility+32.2
Audience Reach Impact+19.2
Technical Innovation+15.84
Evidence Of Traction+32.9
Market Timing Relevance+10.45
Functional Completeness+0.38
Subtotal+110.97
Usefulness Multiplierx1.14
Final Score+127

Project Details

Description
Live Aware Labs provides high quality user research for all genres of applications and games. While we specialize in geolocated AR and mobile games, we have vast experience in the industry as a whole.

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