Freshflow is a verified Series A startup (raised ~€8.7M, backed by Y Combinator S21, World Fund) offering AI-driven demand forecasting for grocery retailers. While the submission text itself was of extremely low quality (containing filler text like 'most people have used my product' and 'marketcap: null'), external verification confirms strong traction with major European retailers (Carrefour, Edeka) and significant real-world utility (20% waste reduction, 7-figure ARR). The score reflects the high potential and proven value of the actual business, heavily penalized for the poor quality of the specific submission.
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