WhatsApp AI Recipe Suggestions from Pantry via Gemini & FatSecret

This n8n workflow powers an intelligent WhatsApp chatbot that converts users' pantry ingredients into tailored recipe recommendations. It leverages Google Gemini AI to parse natural language inputs, extracting ingredients, dietary preferences, and constraints like cooking time. The AI then intelligently maps these to queries for the FatSecret Recipes API, pulling comprehensive recipe data with nutritional breakdowns.

Key benefits include natural language processing for seamless user experience—no rigid forms required—personalized suggestions considering restrictions, and conversational memory for follow-up interactions. It eliminates manual searches, scales with thousands of recipes, and provides nutritional insights, saving time for users and businesses alike.

Ideal for food delivery services, meal planning apps, nutritionists, cooking apps, and e-commerce platforms. Deploy it to engage customers via WhatsApp, boost retention through helpful interactions, and differentiate with AI-driven personalization. Perfect for high-engagement scenarios in wellness and culinary sectors.