A fully autonomous system that predicts demographics, personalizes communication via AI, and executes outreach via Gmail.
Manual lead enrichment and personalized outreach are notoriously slow. In standard workflows, a human must research a contact's background, guess cultural nuances, and manually draft a personalized email. This process takes 10–15 minutes per lead, making it impossible to scale without a massive team.
I developed an end-to-end **n8n workflow** that triggers when a new lead is added. The system uses **Agify** and **Nationalize.io** to programmatically predict age and nationality. This data is fed into **OpenAI's GPT-4**, which drafts a context-aware, personalized email that is automatically dispatched via the **Gmail API**.
Inside the logic of the automation
Triggered by a Webhook or Google Sheet row update to pull lead details instantly.
Concurrent requests to Agify and Nationalize APIs to build a demographic profile.
OpenAI analyzes the data to write a custom email tailored to the lead's profile.
Time Saved
Data Accuracy
Processing
Scaling
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