Proof of Usefulness Report

Twitch

Analysis completed on 2/1/2026

+791
Proof of Usefulness Score
Unicorn Utility

The project submitted is Twitch, the global leader in live streaming and a subsidiary of Amazon. The project's real-world utility, reach, and traction are exceptional, justifying maximum scores in most categories despite the submission's lack of detail. The submission text itself ('most people have used my product') is informal and lazy, resulting in a significant penalty to the Response Quality score and the application of a lower Randomization Factor to account for the unprofessional entry. However, the verifiability of Twitch's scale (4,400 employees, verified market presence) overrides the poor submission quality for the core metrics. The score is calibrated to the 'Much larger scale' tier (400-700+).

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Score Breakdown

Real World Utility+250.0
Audience Reach Impact+200.0
Technical Innovation+135.0
Evidence Of Traction+250.0
Market Timing Relevance+90.0
Functional Completeness+5.0
Subtotal+930
Usefulness Multiplierx0.85
Final Score+791

Project Details

Project URL
twitch.tv
Description
Twitch is a leading live streaming platform primarily focused on video game streaming, but it also offers a wide range of content including music broadcasts, creative content, and more. Launched in 2011, Twitch has become a central hub for gamers and content creators to broadcast their gameplay and interact with their audience in real-time. The platform features a chat function that allows viewers to communicate with streamers and other viewers, fostering a strong community atmosphere. Twitch is known for its diverse range of content, from professional esports competitions to casual gaming sessions, and has expanded to include non-gaming content such as talk shows and creative arts. Acquired by Amazon in 2014, Twitch continues to grow and innovate, offering various monetization options for streamers and enhancing the viewer experience with features like Twitch Prime and exclusive content.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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