Valyu is a legitimate, high-potential project solving a critical problem in AI data licensing (copyright/attribution), backed by a UCL team and Vercel integration. However, the PoU submission itself was of extremely low quality, containing demonstrably false claims ('most people have used my product') and generic fillers ('everyone'). While external validation confirms robust technology (RAG/Smart Contracts) and $500k funding, the score is heavily penalized by the poor response quality and the discrepancy between the submitter's claims and reality.
Ready to Compete for $150k+ in Prizes?
Move this data into a HackerNoon blog draft to become eligible for your share of $150k+ in cash and software prizes
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