Automate Cold Calling Pipeline with Apify, OpenAI, and WhatsApp
This workflow automates the cold calling process by integrating web scraping, AI-driven research, and WhatsApp messaging to create personalized outreach campaigns.
The workflow leverages Apify for scraping potential leads, OpenAI for generating personalized messages using Retrieval-Augmented Generation (RAG), and WhatsApp for direct communication. It streamlines the entire cold calling process, from data collection to message delivery, ensuring high engagement and conversion rates. This setup is ideal for sales teams, lead generation agencies, and small business owners looking to scale their outreach efficiently.
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How to import this workflow into n8n
- 1Purchase or download the workflow to get the n8n workflow JSON file.
- 2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
- 3Open each node marked with a credential warning and connect your own accounts and API keys.
- 4Run the workflow once manually to verify the data flow, then toggle it to Active.
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