Generate Personalized Sales Outreach from LinkedIn Job Signals with Apify & Google Gemini

This n8n template from Intuz provides a complete and automated solution for identifying high-intent leads from LinkedIn job postings and automatically generating personalized outreach emails.

Disclaimer Community nodes are used in this workflow.

Who’s this workflow for? B2B Sales Teams & SDRs Recruitment Agencies & Tech Recruiters Startup Founders Growth Marketing Teams

How it works

  1. Scrape Hiring Signals: The workflow starts by using an Apify scraper to find companies actively hiring for specific roles on LinkedIn (e.g., “ML Engineer”).

  2. Filter & Qualify Companies: It automatically filters the results based on your criteria (e.g., company size, industry) to create a high-quality list of target accounts.

  3. Find Decision-Makers: For each qualified company, it uses Apollo.io to find key decision-makers (VPs, Directors, etc.) and enrich their profiles with verified email addresses using user’s Apollo API.

  4. Build a Lead List: All the enriched lead data—contact name, title, email, company info—is systematically added to a Google Sheet.

  5. Generate AI-Powered Emails: The workflow then feeds each lead’s data to a Google Gemini AI model, which drafts a unique, personalized cold email that references the specific job the company is hiring for.

  6. Complete the Outreach List: Finally, the AI-generated subject line and email body are saved back into the Google Sheet, leaving you with a fully prepared, hyper-targeted outreach campaign.

Setup Instructions

  1. Apify Configuration: Connect your Apify account in the Run the LinkedIn Job Scraper node. You’ll need an apify scrapper, we have used this scrapper In the Custom Body field, paste the URL of your target LinkedIn Jobs search query.

  2. Data Enrichment: Connect your account API of data providers like Clay, Hunter, Apollo, etc. using HTTP Header Auth in the Get Targeted Personnel and Email Finder nodes.

  3. Google Gemini AI: Connect your Google Gemini (or PaLM) API account in the Google Gemini Chat Model node.

  4. Google Sheets Setup: Connect your Google Sheets account. Create a spreadsheet and update the Document ID and Sheet Name in the three Google Sheets nodes to match your own.

  5. Activate Workflow: Click “Execute workflow” to run the entire lead generation and email-writing process on demand.

Connect with us: Website: https://www.intuz.com/services Email: getstarted@intuz.com LinkedIn: https://www.linkedin.com/company/intuz Get Started: https://n8n.partnerlinks.io/intuz

For Custom Workflow Automation Click here- Get Started

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Author:Intuz (View Original →)
Created:10/15/2025
Updated:11/20/2025

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