Automate Instagram profile analysis with Airtop scraping and GPT-4o intelligence
This automated system monitors Google Sheets for new Instagram handles, extracts public profile data via Airtop's scraping engine, and uses GPT-4o to generate deep competitive insights. By combining cloud-based scraping with multi-layered AI analysis, it eliminates manual research tasks for social media managers and marketing teams. All findings are automatically synced back to your spreadsheet for a seamless end-to-end reporting experience.
Run this with your team's AIWhat This Recipe Does
Manual social media research is a significant bottleneck for marketing and sales teams. This automation eliminates the need for team members to manually visit and audit Instagram profiles one by one. By connecting your Google Sheets data directly to an AI-powered agent, you can automatically analyze Instagram accounts for specific criteria such as bio keywords, follower engagement indicators, or recent activity. The AI agent navigates the web with human-like precision, extracting relevant insights and feeding them back into your spreadsheet in real-time. This ensures your influencer databases and lead lists remain accurate and actionable without the burden of manual data entry. Businesses use this workflow to qualify leads, vet potential brand partners, and monitor competitor activity at scale. Instead of spending hours on repetitive browsing, your team can focus on high-level strategy and personalized outreach. The result is a streamlined research process, higher data integrity, and a significantly faster path from discovery to engagement. By converting this workflow into a Runwork app, you provide your team with a professional interface to manage social audits efficiently.
What your team gets
Forms and dashboards, so it is not a script only one person understands
Runs on your schedule in the cloud, so it does not stop when a laptop closes
Endpoints, so the rest of your stack can trigger the same work
Airtop, Google Sheets connected for the team, not per person
How It Works
- 1
Open the recipe and connect your accounts
Connect Airtop and Google Sheets once, in your team cloud, and nobody has to do it again on their own machine
- 2
Tell your own agent what is different about your process
Claude, ChatGPT, Cursor, whichever your team already uses. It adapts the recipe to how you actually work
- 3
Run it, then leave it running
It lives in your team cloud, so it keeps going after you close the laptop and every teammate's AI can use it
Who Uses This
- Influencer marketing managers use this to verify if creators align with brand values and aesthetic requirements before initiating outreach.
- Sales development representatives use this to qualify prospects by identifying key professional details and recent updates mentioned in social bios.
- Market researchers use this to track competitor growth and content trends across hundreds of accounts without manual clicking.
Frequently Asked Questions
Do I need to provide my Instagram login credentials?
No, the AI agent browses public profile information to gather data, so you do not need to share your personal or brand account credentials.
Can I customize what the AI looks for on each profile?
Yes, you can define specific parameters for the AI agent, such as looking for contact emails, specific hashtags, or mentions of certain keywords in the bio.
How do I trigger a new batch of profile checks?
The automation is triggered simply by adding new Instagram URLs to your designated Google Sheet, which the AI then processes automatically.
What format does the collected data arrive in?
All insights and data points gathered by the AI agent are written directly back into your Google Sheet, organized into the columns you specify.
Coming from n8n?
This recipe uses nodes like Airtop, Langchain.outputParserAutofixing, Langchain.lmChatOpenAi, Langchain.outputParserStructured and 7 more. On Runwork, you don't need to learn n8n's workflow syntax. Describe what you want to your own AI agent in plain English.
Based on n8n community workflow. View original
Related Recipes
Scrape public email addresses from any website using Firecrawl
The Recap AI Email Scraper transforms the way businesses extract and process information from the web. Instead of manually copying and pasting data from websites into emails or reports, this automation handles the heavy lifting by programmatically visiting URLs and retrieving specific content. By bridging the gap between web data and your inbox, it ensures that your team stays informed about competitor updates, industry news, or market changes without spending hours on manual research. The system is designed to handle complex web requests, wait for page loads, and validate data before delivery, ensuring that the information you receive is accurate and actionable. This workflow eliminates the repetitive task of site monitoring, allowing your team to focus on strategic decision-making rather than data collection. Whether you are tracking product prices, monitoring news mentions, or gathering research for a weekly briefing, this automation provides a reliable, scalable solution for high-volume information gathering.
Generate business ideas from Reddit posts with DeepSeek AI and Google Sheets
The Reddit for Business Ideas automation transforms one of the world's largest discussion platforms into a continuous stream of market intelligence. Instead of manually scrolling through subreddits to find pain points or unmet needs, this workflow systematically monitors specific communities for high-potential business opportunities. It uses advanced filtering to separate genuine user frustrations and 'I wish this existed' requests from general chatter, ensuring you only spend time on validated concepts. By consolidating these insights into Google Sheets, the automation creates a structured database of market gaps, competitor weaknesses, and emerging trends. This allows entrepreneurs and product teams to move faster from research to execution, backed by real-world data and authentic customer sentiment. It eliminates the guesswork of product development by providing direct access to the problems people are already complaining about and willing to pay to solve.
Extract Amazon product data with Scrape.do, AI and Google Sheets
This automation transforms the complex process of web data collection into a streamlined, automated pipeline. By connecting Google Sheets with advanced web scraping capabilities, it allows businesses to extract specific information from a list of URLs without manual browsing or copy-pasting. The workflow processes your data in manageable batches, ensuring reliability and preventing system overloads even when dealing with large datasets. It captures raw HTML, parses the necessary components, and structures the output for immediate business use. This tool is essential for organizations that rely on up-to-date market intelligence, competitor monitoring, or lead enrichment. Instead of spending hours on manual research, your team can focus on analyzing the data and making informed strategic decisions. The integration ensures that your internal records stay synchronized with the latest information available on the web, providing a significant competitive advantage through data-driven insights.
Extract company data from websites with Gemini AI through chat conversation
Manual market research and lead qualification are significant bottlenecks for growing companies. This AI-driven automation transforms how your team gathers intelligence by automatically visiting websites, identifying key company information, and localizing that data for your specific market needs. Instead of spending hours copy-pasting details from various corporate websites, your team can simply input a URL and receive a structured report. The system intelligently navigates site structures, extracts core value propositions, service offerings, and contact details, and then processes that information through an AI engine to ensure it fits your internal database requirements. This tool is particularly valuable for international sales teams and market researchers who need to analyze competitors or prospects across different regions. By automating the data extraction and localization process, you eliminate human error and ensure your CRM or market analysis remains up-to-date with the most relevant information. This allows your strategic teams to focus on high-level decision-making rather than the tedious task of manual data collection and translation.
Run this with the AI your team already uses
Your agent adapts it, your team cloud keeps it running, and everyone's AI can find it.
Open this recipe in Runwork