WhatsApp Support Assistant with GPT-4 Mini & Google Sheets Data Training

WhatsApp Support Assistant with GPT-4 Mini & Google Sheets Data Training

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AI-Powered WhatsApp Support Assistant (Rapiwa) via n8n

Automate Customer Support, Provide Instant Answers, and Keep Every Interaction Logged


Who Is This For?

This n8n automation workflow is perfect for:

  • Customer support teams looking to reduce manual response time
  • Business owners who want to automate WhatsApp interactions
  • Service providers handling frequent product or service inquiries

If you frequently receive questions about your products, services, or technical issues, this workflow provides real-time, AI-driven responses, pulls data from Google Sheets/Docs, logs tickets, and delivers human-like WhatsApp replies.


What This Workflow Does

Your AI assistant, Rapiwa, manages customer interactions end-to-end:

  • Receives messages on WhatsApp
  • Classifies and interprets queries using AI
  • Fetches data from Google Sheets, Google Docs, and Support Desk portals
  • Sends personalized, WhatsApp-optimized responses
  • Logs each interaction for tracking and analysis

Key Features

  • AI-Driven Support Assistant (Rapiwa)
  • WhatsApp Integration via Rapiwa API
  • Dynamic Data Access (Google Sheets + Docs)
  • Knowledge Base Search
  • Conversation Memory for Context
  • Automatic Logging to Support Sheets
  • Multi-Product and Multi-Service Support

Workflow Overview

  1. Rapiwa Trigger (Start Node)

    • Starts when a new WhatsApp message is received.
  2. If (Check Text)

    • Ensures incoming messages are text-based before processing.
  3. AI Agent – Customer Support

    • Interprets questions, fetches data from Sheets/Docs, and generates WhatsApp-friendly replies.
    • Logs issues to a Support Log Sheet.
  4. Memory (Session Context)

    • Maintains conversation context per user session.
  5. Research (AI Support Tool)

    • Gathers info from multiple sources: Sheets, Docs, HTTP APIs, and Support Desk portals.
  6. Replay (Rapiwa Send Message)

    • Sends the final, WhatsApp-optimized AI response back to the customer.

Data & Integrations

Google Sheets

  • Product Data Sheet – Product names, descriptions, pricing
  • Service Data Sheet – Offered services with details
  • Support Log Sheet – Logs all customer interactions and issues

Google Docs

  • Provides company info for user queries about your organization

Support Desk & Documentation


Example Use Case

User Message:

“Hi, I’m having a problem with my Faculty login.”

Rapiwa’s AI Response:

“I’m sorry you’re having trouble logging in to Faculty. Please try resetting your password here: https://faculty.spagreen.net/docs/#reset-password
If the issue continues, I can log this for support. Would you like me to do that?”


Useful Links


Support & Help

Provide instant, AI-driven, and fully automated WhatsApp support while keeping all customer interactions organized and trackable.