Proof of Usefulness Report

Deepdub

Analysis completed on 1/19/2026

+565
Proof of Usefulness Score
Industry Mainstay

Deepdub is a verified Series A startup (raised ~$26M) with significant real-world utility in the AI dubbing market, serving enterprise clients like Topic.com and major studios. Despite the high-value technology and market positioning, the submission itself was extremely low quality, containing false traction claims ('most people have used my product') and lazy data ('everyone'). The score reflects the company's proven technical and market value, heavily penalized in the 'Response Quality', 'Traction', and 'Reach' quality factors due to the poor submission data.

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Score Breakdown

Real World Utility+225
Audience Reach Impact+70
Technical Innovation+135
Evidence Of Traction+100
Market Timing Relevance+95
Functional Completeness+2
Subtotal+627
Usefulness Multiplierx0.9
Final Score+565

Project Details

Project URL
Description
Deepdub is bridging the language barrier and cultural gap of entertainment experiences through high-quality localization
Audience Reach
everyone
Target Users
everyone
Technologies
Entertainment, Machine Learning
Traction Evidence
most people have used my product

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