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 an 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
- 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
- Cleans and structures Airtop's output for AI analysis
- Uses OpenAI to process and refine the data
- Applies a second AI prompt for actionable insights
- Updates Google Sheets with all processed results
This structure makes the flow easier to manage, customize, and scale — plug in other tools without breaking the logic.
Tools used:
✅ Airtop ( Instagram scraping & session management )
✅ Google Sheets ( database & dashboard )
✅ OpenAI ( data parsing, refinement & analysis )
How to set it up:
- Connect your Google Sheet to the workflow
- Register on Airtop, get your free credits, and set up your session: https://portal.airtop.ai/
- Add your Airtop credentials in n8n
- Add your OpenAI API key
- (Optional) Customize the AI prompts and sheet logic
Why this workflow stands out:
📊 Fully automated : analyze dozens or hundreds of profiles without manual work
🤖 Double-layer AI analysis for maximum insights
🚀 Built to scale — ideal for agencies, marketing teams, communities, and creators
📝 Everything tracked and accessible in Google Sheets
🔗 Airtop integration : scrape Instagram with zero headache
✅ Works on both n8n Cloud and Self-hosted
🔐 100% secure. No hacks. No shortcuts.
Want to adapt this flow for your business, team, or community?
📩 Custom requests: WhatsApp me at +5534992569346
Português <> PT-BR
Fala, prison! Eu sou o Luís 🙋🏻♂️
If you want to analyze various profiles on Instagram this week, they 're not just a flow , it's a real truth.
It's a step-by-step automaton, designed for perfect analysis of Instagram in scale, with AI, all organized directly on the plan, and without manual editing or copying and coloring.
O que esse fluxo faz:
- Detect when a new pattern is calibrated or updated on Google Sheets
- Please confirm whether or not the specific sample has been analysed
-
Create a new sex on Airtop and then Create a new sex and a new Janela on Airtop to get data on Instagram (Airtop frees up 5,000 free credits every month!)
- Access automatically or through Instagram and collect public data
- Clean and adjust the dice with OpenAI to ensure maximum accuracy
- Perform a second analysis with AI to gain profound insights
- Update all the results directly on your Google Sheets plan
🧩 How the flow is constructed
These flows were strategically divided into two independent parts , guaranteeing clarity, organization and scalability:
Part 1 – Capturing the Perfil and Extracting the Nuts
- It disappears when a new or updated thread appears on the plan. Follow here or Template from your plan. <> [TEMPLATE] - Instagram Profiles
- Check if precise analysis
- Start sex and janela nova no Airtop
- Faz or scrape public dice from Instagram
Part 2 – Análise com AI e Entrega dos Resultados
- Clean and build on the Airtop for analysis by AI
- Use OpenAI to process and refine data
- Apply a second AI prompt to get diagnoses and recommendations
- Update all the results ready on the plan
This structure is very easy to maintain, adapt and scale up - you can integrate new hardware without messing around at all.
Ferramentas utilizadas:
✅ Airtop ( scrappage and management of Instagram content )
✅ Google Sheets ( base and accompanying document )
✅ OpenAI ( treatment, adjustment and analysis via AI )
How to configure:
- Connect your Google Sheets plan to the stream
- Cadastre-se no Airtop e active your free credits: https://portal.airtop.ai/
- Add your credentials to Airtop no n8n
- Coloque sua key da OpenAI
- (Optional) Personalize the AI prompts and plan logic
Because this flow arises:
📊 Complete automation : analyze ten or hundreds of steps without manual effort
🤖 Double AI analysis for real insights
🚀 Ready to scale — ideal for agencies, marketing times, communities and breeders
📝 All downloaded and accessible without Google Sheets
🔗 Airtop Integration : scraping Instagram without the hair
✅ Compatible with n8n Cloud and Self-hosted
🔐 100% secure. Sem Gambiarra. Sem atalhos.
Do you want to adapt this flow to your business, time or community?
📩 Personalized request: call me on WhatsApp +5534992569346
