Automate Instagram profile analysis with Airtop scraping and GPT-4o intelligence

What's up Guys. I'm Luís 🙋🏻‍♂️ If you need to analyze dozens of Instagram profiles every week, this isn't just another automation. It’s your new secret weapon.

It’s a fully structured workflow for anyone who needs to analyze Instagram profiles at scale, with AI, and keep everything tracked and organized — no manual effort, no copy-paste, and total control over the process.

What this workflow does: - Detects when a new or updated Instagram profile appears in Google Sheets - Checks if the profile still needs analysis - Creates a account in Airtop and after create a session and new window in Airtop for Instagram scraping (Airtop offers 5,000 free credits/month!) - Automatically accesses the Instagram profile and scrapes public data - Cleans and refines the data with OpenAI (AI) for maximum accuracy - Performs a second layer of AI analysis for deep, actionable insights - Updates all results and insights directly back into Google Sheets

🧩 How the flow is structured

This workflow is strategically divided into two independent parts to ensure clarity, organization, and easy scalability:

Part 1 – Profile Capture and Data Extraction

- Triggered by a new/updated row in Google Sheets - Take here your Template of Google Sheets <> [[TEMPLATE] - Instagram Profiles](https://docs.google.com/spreadsheets/d/1rXvJuMg1LHsF5dHZobFmfZ3wk60jjp-bC-WkmIH8Jqc/edit?usp=sharing) - Checks if the profile needs analysis - Starts a session and new window on Airtop - Scrapes the public Instagram data

Part 2 – AI Analysis and Results Delivery