Automated system for researching, enriching, and activating outbound leads using n8n, Apify, and AI agents

Overview

This automation takes a raw list of leads and performs three key operations:

1. Lead Research – using Apify actors to collect information from LinkedIn and websites.
2. Personalization – using OpenAI to generate custom blurbs or notes for cold emails and calls.
3. Activation – optionally sends the enriched leads via email or routes them to a cold call system.

Download the n8n workflow here -

This system works as a plug-and-play module that can be connected to any lead source or outbound sequence.

Lead_Research___Outreach_Workflow.json

Tools Used

• n8n: Visual workflow automation platform
• Apify Actors:
  • apify~website-content-crawler for website research
  • dev_fusion~linkedin-profile-scraper for LinkedIn profile scraping
• OpenAI (GPT-4 or GPT-4o): For writing personalized insights
• Retell AI: For handling AI-powered cold calls
• SMTP or Gmail Node: For sending outbound emails (user can configure their preference)

Workflow Structure

1. Webhook Input (Trigger Node)