Personalized sales outreach from LinkedIn job signals with Apify & Google Gemini

by Intuz ✓ · 464 views · created 2025-10-03 · Lead Nurturing, AI Chatbot

What this workflow does

This AI workflow has 23 nodes and runs manually, when you click “Execute workflow”. Along the way it connects Google Sheets, Google Gemini Chat Model and Apify (community). It also calls api.apollo.io over HTTP.

How it runs

Trigger: Manually, when you click “Execute workflow”.

1. Run the LinkedIn Job Scraper (Apify): uses Apify
2. Get dataset Items (Apify): work with datasets
3. Checks Company Size < (If): checks a condition and branches into true / false
4. Remove Duplicates: removes duplicate items
5. Removes HR Related Industry (If): checks a condition and branches into true / false
6. Prepare Final Company Details (Code): runs custom JavaScript code
7. Checks Domain Existence (If): checks a condition and branches into true / false
8. Limit: keeps the first few items
9. Merge: merges the data from its input branches
10. Apollo Get Targeted Personnel (HTTP Request): calls api.apollo.io (POST)

…plus 10 more steps. See the full node list below.

Services it uses

Google SheetsGoogle Gemini Chat ModelApify (community)

HTTP calls to: api.apollo.io

Before you upgrade to n8n 3.0

Nodes used (13)

• Google Sheetsn8n-nodes-base.googleSheets
• Google Gemini Chat Model@n8n/n8n-nodes-langchain.lmChatGoogleGemini
• Structured Output Parser@n8n/n8n-nodes-langchain.outputParserStructured
• Manual Triggern8n-nodes-base.manualTrigger
• Remove Duplicatesn8n-nodes-base.removeDuplicates
• Apify@apify/n8n-nodes-apify.apify
• Ifn8n-nodes-base.if
• Coden8n-nodes-base.code
• HTTP Requestn8n-nodes-base.httpRequest
• Basic LLM Chain@n8n/n8n-nodes-langchain.chainLlm
• Limitn8n-nodes-base.limit
• Mergen8n-nodes-base.merge
• Filtern8n-nodes-base.filter

From the author

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…

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