The Challenge
Meal planning is deeply personal, but most apps force everyone through the same rigid templates. The startup needed a differentiated product: one that generates genuinely useful recipes around each user's preferences, dietary needs, and schedule — fast enough to feel magical on first use.
Our Approach
We built an AI-powered recipe generation pipeline over a structured meal-planning app: user profiles capture preferences and restrictions, the AI generates recipes against those constraints, and a planning calendar turns them into a week of meals with shopping-ready ingredient lists.
What We Built
AI Recipe Generation
Recipes generated from user preferences and dietary restrictions in seconds, not searches.
Dietary Filters
Vegetarian, vegan, gluten-free, allergen-aware, and macro-targeted generation.
Meal Planning Calendar
Weekly plans built from generated recipes, with drag-to-rearrange simplicity.
User Profiles
Preferences, restrictions, and goals persist and improve every generated result.
Ingredient Lists
Every recipe ships with a structured, scalable ingredient list ready for shopping.
Responsive Web App
A fast, mobile-first experience that works everywhere users plan meals.
The Outcome
The result is a product users get value from in the first minute: a personalized meal plan, generated in seconds, that adapts as their preferences change. It gave the startup a differentiated AI product to take to market.
Key Results
- Value in the First Minute — Personalized meal plans generated in seconds on first use.
- Differentiated AI Product — Generation over search, the product does the thinking for the user.
- Adaptable to Preferences — Plans and recipes evolve as the user's goals and tastes change.
