LinkedIn profile scraper & personalized outreach using PhantomBuster + GPT-4
Description This plug-and-play n8n workflow template helps you automate LinkedIn profile data extraction and transform it into structured, enriched outputs using PhantomBuster and GPT-4. Perfect for lead generation, recruiting, or growth marketing teams, this pipeline handles scraping, structuring, and messaging—all in one flow. Requirements PhantomBuster Setup - Create a PhantomBuster account. - Use the LinkedIn Profile Scraper Phantom (or your custom one). - Get your API Key and Agent ID from
At a glance
LinkedIn profile scraper & personalized outreach using PhantomBuster + GPT-4 is a ready-made n8n workflow you import as a workflow JSON file — no build required. It connects Airtable, Google Sheets, OpenAI, LinkedIn. It's free to download. Follow the 5-step import below to go live in minutes.
- Platform
- n8n
- Connects
- Airtable, Google Sheets, OpenAI, LinkedIn
- Modules
- 15
- Price
- Free
- Version
- v1.0

About this workflow
Description This plug-and-play n8n workflow template helps you automate LinkedIn profile data extraction and transform it into structured, enriched outputs using PhantomBuster and GPT-4. Perfect for lead generation, recruiting, or growth marketing teams, this pipeline handles scraping, structuring, and messaging—all in one flow. Requirements PhantomBuster Setup - Create a PhantomBuster account. - Use the LinkedIn Profile Scraper Phantom (or your custom one). - Get your API Key and Agent ID from PhantomBuster dashboard. - Configure your LinkedIn Phantom with an active LinkedIn session cookie (available from your browser’s developer tools). OpenAI or Azure OpenAI - Provide your GPT-4 / GPT-4o API Key. - You can use OpenAI or Azure's hosted model. (Optional) Google Sheets - Use Sheets for batch profile inputs or output logging. What This Template Does Step-by-Step Flow: 🔁 Manual Trigger / Google Sheets input – Accepts LinkedIn profile URLs. 🚀 Launch PhantomBuster Agent – Starts the scraping job with provided LinkedIn URLs. ⏳ Wait Node (45 sec) – Allows PhantomBuster to finish execution. 📥 Download Scraped Output – Fetches the download URL for JSON/CSV from the container. 📂 Temp File Management – Deletes temp URLs or intermediate data as needed. AI Parser (GPT-4) – Parses and extracts: - Name - Headline - Company - Designation - Industry - Location - Recent roles (Optional) Create personalized outreach messages using structured output. Output Structured JSON or CSV – Send to CRM, Google Sheets, Airtable, etc. Best For 📈 Sales/BDRs building high-quality prospect lists 🧑💼 Recruiters extracting enriched candidate info 💼 Founders & Marketers creating targeted lead magnets 🧩 Tool builders building products using LinkedIn profile data
How to import this n8n workflow
- 1
Download the workflow JSON file after purchase.
- 2
Open n8n → click the menu → Import from File.
- 3
Select the downloaded JSON and import.
- 4
Set up credentials for each node that requires them.
- 5
Click Execute Workflow to test, then activate.
Setup guide
Setup guide included
Purchase to unlock the full step-by-step guide
Related N8n workflows
Automated SSL Expiry Tracking and Notifications
Assess Mailchimp campaign reports with OpenAI, store the results on a Google doc and send email
N8N contact form workflow
Plant care reminder with OpenWeather, Sheets and Telegram
Save new JobNimbus contacts to a Google Sheets spreadsheet
Create Petoffice pets from new Google Sheets spreadsheet rows
Automate interview scheduling and data cleanup with Cal.com and Google Sheets
Automated content marketing intelligence with OpenAI, Ahrefs & multi-platform integration
Reviews
No reviews yet
Be the first to buy and share your experience.
Leave a review
Sign in to share your experience with this workflow.
Create a free account to purchase workflows.
- JSON blueprint — instant download
- Setup guide PDF included
- 5 downloads · valid 30 days
- Works with n8n
Need help setting this up?
Book a 3-hour live setup session with an Agility consultant.
- Configure live on Google Meet / Zoom
- Free follow-up if workflow has defects
- Platform expert assigned to you