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Grocery Planning Agent

AI-powered meal planner with Walmart integration

About

An AI-powered meal planning application that generates personalized 14-day meal plans based on your food preferences. It uses Claude AI to analyze your taste profile and creates shopping lists integrated with Walmart.

Features

  • • Interactive food preference survey with 20 food pairs
  • • AI-generated personalized meal plans
  • • Consolidated shopping lists with price estimates
  • • Walmart store locator and direct shopping links
  • • Pantry management with item tracking
  • • Meal swapping and regeneration
  • • Rating system for continuous improvement

User Flow

  1. Set dietary constraints and preferences
  2. Complete food preference survey (visual card picker)
  3. Specify household info (size, budget, skill level)
  4. AI generates personalized 14-day meal plan
  5. Review plan and create consolidated shopping list
  6. Find nearby Walmart stores and shop
  7. Rate meals for improved future recommendations

AI Integration

Uses Claude Sonnet 4.6 from Anthropic to:

  • • Analyze food preferences from visual card selections
  • • Generate personalized meal plans respecting constraints
  • • Create detailed recipes and ingredient lists
  • • Handle meal substitutions and regenerations