AI WhatsApp Support Auto-Reply Bot

Reply to inbound WhatsApp support messages with an AI agent that keeps isolated, expiring conversation context and flags sensitive requests for human follow-up.

Workflow preview

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  1. WhatsApp message webhook
  2. Load customer conversation state
  3. AI drafts a reply and chooses answer or human handoff
  4. Preview safely or mark the message read
  5. Send the reply to the originating customer
  6. Save bounded conversation state after successful delivery
  7. End

What this workflow does

Reply to inbound WhatsApp support messages with an AI agent that keeps isolated, expiring conversation context and flags sensitive requests for human follow-up. Turn each inbound WhatsApp message into a concise, context-aware reply while clearly flagging account-specific or sensitive requests for human follow-up.

Trigger
WhatsApp message received Start a fresh workflow run for each customer message received by the connected WhatsApp Business number.
Primary output
Reply in WhatsApp and save conversation context 4 configured workflow actions

Template details

Category

Support

Workflow includes
Best for

Founders, support teams, and small businesses using a WhatsApp Business number for customer questions

Before you use it

The template will guide you through these setup items in the workflow builder.

  1. 1 Connect a text-capable AI provider
  2. 2 Connect a Meta WhatsApp Cloud API number
  3. 3 Review or attach the support knowledge used by the starter agent
  4. 4 Run the safe preview scenario first
  5. 5 Publish the workflow
  6. 6 Configure the generated callback URL and verification token in Meta
  7. 7 Subscribe the app to messages
  8. 8 Send a test conversation from a permitted number