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Automate Instagram DMs with AI

AI-powered triage, FAQ auto-response, and human escalation with governance — all connected to your Instagram Business account. Intelligent message processing with confidence scoring and full audit trails.

Inbound Pipeline

Instagram DM webhooks to structured event triggers

Receive Instagram webhook events via the Meta platform with automatic HMAC-SHA256 signature verification and transform them into structured triggers for your AI workflows. Route messages by type with built-in deduplication and rate limiting.

  • Meta HMAC-SHA256 webhook signature verification
  • Event type mapping (messages, postbacks, reactions, story replies)
  • Automatic message deduplication and rate limiting
  • Media attachment handling (images, videos, audio, stickers)

AI Recipes

Intelligent DM processing at every step

Pre-built AI recipes handle the full Instagram DM lifecycle — from initial triage with priority and sentiment analysis, to FAQ auto-response with confidence scoring, to drafting context-aware replies and escalating complex conversations.

  • DM triage with priority, category, and sentiment analysis
  • FAQ auto-responder with confidence scoring
  • Response drafter with conversation context
  • Escalation notifier with full conversation history

Outbound Tools

Send messages and manage conversations

MCP tools let your AI workflows send text replies, share media, and retrieve user profiles — all through the Instagram Graph API with built-in rate limiting and error handling.

  • Send text messages and media attachments
  • Retrieve conversation history for context
  • Access user profiles for personalization
  • Built-in rate limiting and retry logic

How It Works

Three steps to automated Instagram DM support

1

Connect Instagram Business

Link your Instagram Business account via Meta. JieGou auto-configures the webhook endpoint and verifies the connection.

2

Install Support Pack

One-click Instagram Support Pack installs triage, FAQ, response drafting, and escalation recipes — ready in seconds.

3

Go Live

DMs are auto-triaged by priority and category. FAQs answered instantly. Complex conversations escalated with full context to your team.

Why JieGou

Purpose-built for Instagram DM automation

Meta Platform Shared Auth

One Meta Business connection powers both Instagram DMs and Facebook Messenger. Configure once, automate everywhere.

AI Governance

Approval gates, audit trails, and confidence thresholds ensure AI responses meet your quality standards before reaching customers.

Multi-Language Support

Native support for any language your customers use — AI adapts response language based on the incoming message.

Story Reply Handling

Automatically process replies to your Instagram Stories as support or engagement triggers, routing them into the right workflow.

Ready to automate Instagram DMs?

Connect your Instagram Business account, install the support pack, and start automating customer conversations in minutes.