Smarter Ratings • New bell-curve scoring system produces more natural, spread-out scores instead of clustering at bucket boundaries • Genre-aware comparisons — head-to-head matchups now prioritize movies from the same genre for more meaningful decisions • Anti-repetition logic ensures you don't see the same comparison movie over and over Gamification & Achievements • XP & leveling system — earn XP for every rating and review, level up to 50+, and unlock unique titles • 60+ badges across 7 categories: Milestones, Genre, Reviews, Social, Streaks, Discovery, and Exclusive • Animated celebration screen after each rating showing XP earned, level-ups, and new badges • Full achievements browser to track your progress Exclusive Badges • Rare badges awarded automatically: Founding Member, First Blood, Trendsetter, Genre Pioneer, Hidden Gem Hunter, Streak Monarch, Weekly Champion, Monthly Wordsmith, and more • Competitive monthly awards for top raters, reviewers, and most-liked reviews Discover Overhaul • Personalized "For You" feed with prediction-ranked movies • Advanced filters: keyword, genre, country, language, and year range • Movies are enriched in the background for more accurate predictions Letterboxd Import • Import your Letterboxd ratings and reviews from CSV exports • Smart duplicate detection with conflict resolution Watch Later • Save movies to a dedicated Watch Later list from any movie page Profile & Social • Upload a custom profile picture • Phone verification for contact-based friend discovery • Find friends from your phone contacts • Tap any profile stat to drill in — see full rated list, reviews, or friends • Sort your list by ranking, popularity, or date • Selectable profile titles unlocked through leveling Movie Details • Origin country with flag emoji, language, certification, cinematographer, and composer now shown • Fixed movies displaying "0" for unknown release years Notifications • New notification types: level-ups, badges earned, streak milestones, friend activity, prediction accuracy, and watch later reminders • Granular notification preferences for each category Backend • Expanded Cloud Functions for real-time stat tracking and exclusive badge evaluation • Improved prediction accuracy with spread calibration