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Back to Personalized email outreach with LinkedIn & Crunchbase data and Gemini AI review

Set Up: Personalized email outreach with LinkedIn & Crunchbase data and Gemini AI review

This workflow takes a list of leads and automatically enriches each with LinkedIn profile, company, and Crunchbase data. It then uses Gemini AI to generate personalized email drafts, which are reviewed by a quality assurance agent before being saved back to your database.

What This Automation Does
1

Fetch unprocessed leads from data table

Retrieves leads from your data table where email_subject is empty, indicating they need processing.

2

Enrich leads with external data

Scrapes LinkedIn profile, LinkedIn company, and Crunchbase data in parallel using RapidAPI services.

3

Generate personalized email draft

Uses Gemini AI to create a personalized email subject and body based on lead data and enrichment information.

4

Review email quality with AI judge

A separate AI agent reviews the draft email and either approves it or flags it for revision.

5

Save approved emails to database

Updates the data table with approved email subject and body content for approved drafts only.

Prerequisites

  • Data table with lead information and required columns
  • RapidAPI key for cold outreach enrichment scraper
  • Google Gemini API access configured
  • Customized ABOUT ME section for personalization

Services Used

Lm Chat Google Gemini