🚀 Just published a deep dive on building a fully self-hosted multi-channel lead pipeline in Frappe CRM!

This blog is a continuation of my previous work:

👉 Self-Hosted Meta + Google Lead Automation in Frappe

✨ What You'll Learn

✅ LinkedIn Lead Gen → Frappe via webhook + API

✅ Website Forms → CRM using Frappe REST API

✅ Typeform / Webhook Tools → Direct CRM ingestion

✅ WhatsApp Follow-up via Twilio automation

No Zapier. No Pabbly. Just Python, APIs, and full control.

🔗 Channels Covered in Detail

  • LinkedIn Ads Integration with OAuth & Webhooks
  • HTML + JS-based website forms pushing directly to Frappe
  • Generic webhook ingestion from Typeform, Instapage, etc.
  • Twilio-powered WhatsApp auto-responses on lead creation

🧠 Bonus Tips

  • Lead de-duplication logic
  • Assign sales owners by region/source
  • Build dashboards for lead sources, conversion, and time-to-response
  • UTM field tracking and compliance audits

📲 No third-party automation tools. No subscriptions.

Just pure open-source magic inside your Frappe CRM stack.

🧵 Dive into the full tutorial and source code here:

👉 Read the full blog

Let's connect!

👨‍💻 @pranavdixit20 on Twitter

🔗 LinkedIn

🌐 More projects on GitHub