YData is a verifiable, venture-backed startup (approx. $3.2M funding) with massive open-source traction (10k+ GitHub stars for 'ydata-profiling'). However, the submission quality is critically low, failing to provide specific metrics and relying on hyperbolic claims like 'most people have used my product'. The score acknowledges the high real-world utility and market relevance of the actual company while applying significant penalties for the lack of provided evidence and poor response quality.
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Score Breakdown
Project Details
Algorithm Insights
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