Automate Instagram Profile Analysis with Airtop Scraping & GPT-4o

This n8n workflow revolutionizes Instagram profile analysis by automating the entire process from detection to deep AI insights. Triggered by new or updated rows in a Google Sheets template, it checks if analysis is needed, creates an Airtop account, session, and window for reliable scraping of public Instagram data without manual intervention. Airtop's 5,000 free monthly credits make it cost-effective for scaling.

The workflow is split into two modular parts for clarity and scalability. Part 1 handles profile capture: it launches Airtop to access and extract raw data from Instagram profiles. Part 2 focuses on intelligence: OpenAI cleans and structures the scraped data, followed by a second GPT-4o layer for actionable insights like audience demographics, engagement trends, and content strategies.

Benefits include zero manual copy-pasting, high accuracy via AI refinement, organized tracking in sheets, and massive time savings for marketers analyzing dozens of profiles weekly. Ideal use cases: e-commerce brands scouting influencers, social media agencies evaluating competitors, or marketers building lead lists from Instagram discovery. Perfect for marketing automation in social media-heavy workflows.