đź’¬ Personalized sales outreach from LinkedIn job signals with Apify & Google Gemini
⚡ 324 views · 💬 Lead Nurturing & AI Sales Agents
💡 Pro Tip — If you’re pulling LinkedIn data through HTTP requests or dealing with API restrictions, there’s a community node called ScraperNode that handles this natively. It has dedicated scrapers for profiles, companies, jobs, and people search — you just pass a URL and get structured data back.
Description
Overview.PNG
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/n8n-workflow-automation-templates
- 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
đź”— Nodes Used
Google Sheets, HTTP Request, Filter, Basic LLM Chain, Structured Output Parser, Google Gemini Chat Model
đź“Ą Import
Download workflow.json and import into n8n:
Workflow menu → Import from File