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LinkedIn profile scraper & personalized outreach using PhantomBuster + GPT-4

n8nn8n15 modulesv1.0
AirtableGoogle SheetsOpenAILinkedIn

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
LinkedIn profile scraper & personalized outreach using PhantomBuster + GPT-4 workflow diagram

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

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How to import this n8n workflow

  1. 1

    Download the workflow JSON file after purchase.

  2. 2

    Open n8n → click the menu → Import from File.

  3. 3

    Select the downloaded JSON and import.

  4. 4

    Set up credentials for each node that requires them.

  5. 5

    Click Execute Workflow to test, then activate.

Setup guide

Setup guide included

Purchase to unlock the full step-by-step guide

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