Log Meal Nutrients from Telegram to Google Sheets using an AI Agent

Say goodbye to manual meal logging!

This automation transforms voice or text meal descriptions into structured nutrition data using AI—no more typing into spreadsheets or tracking macros manually.

Whether you're a health-conscious individual, fitness coach, or building a healthtech app, this workflow helps you capture meals via Telegram and analyze them instantly, all while keeping everything logged neatly in Google Sheets.

What it does:

🎙 Accepts voice or text meal entries via Telegram

🧠 Uses OpenAI to extract ingredients and nutritional data

📊 Automatically logs structured data into Google Sheets

📩 Sends a personalized Telegram confirmation

🧪 Includes a testing interface for debugging or prompt refinement

✅ Setup guide & importable automation included

Need help setting it up? We offer full configuration and testing for a one-time fee.