Coach Ivy replaces the tedium of manual food logging with a conversational AI that actually responds to what you eat. Log a meal by photo, free-text, or manual entry — Ivy estimates calories, protein, carbs, fat, and water intake without making you dig through a database. The coaching layer is what sets it apart: Ivy adapts its feedback to your goals and isn't shy about pushing back when you're off track. It's aimed at people who've tried calorie apps, found them too clinical, and quit within a week. The AI coaching adjusts to your patterns over time, so the guidance gets more relevant the longer you use it. Good fit for anyone who needs accountability more than analytics.