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MESSENGER AUTOMATION

Facebook Page Messenger Chatbot

An AI-assisted Messenger automation that instantly answers page messages, qualifies enquiries, and hands complex conversations to a human.

Automation Concept

THE CHALLENGE

A process worth improving.

Page messages arrive at all hours, and repetitive enquiries pile up unanswered while genuinely urgent ones wait in the same inbox.

THE SOLUTION

A structured automation architecture.

A webhook-led chatbot receives every page message, classifies the intent, replies instantly with approved answers, escalates complex threads to a human, and logs each conversation.

WORKFLOW

From trigger to reliable output.

Each stage has a defined responsibility, making the system easier to test, maintain, and improve.

01
New message

Receive the page message event in real time.

Webhook
02
Process message

Normalize text, sender, and page context.

n8n
03
Intent check

Classify the enquiry against defined topics.

AI
04
AI reply

Draft an accurate answer from approved info.

AI
05
Send response

Deliver the reply inside Messenger.

Messenger API
06
Human handoff

Escalate complex or sensitive threads.

Logic
07
Log conversation

Store the exchange for review and follow-up.

Google Sheets

AUTOMATION LOGIC

Built as a system, not a shortcut.

The workflow is designed around predictable inputs, clear decisions, reviewable AI output, and recoverable errors.

  1. 01Trigger — receives and validates the initial input
  2. 02Data processing — structures information for downstream steps
  3. 03AI step — generates or classifies within defined constraints
  4. 04Conditions — route each result to the correct path
  5. 05API calls — exchange data with connected applications
  6. 06Output — delivers or stores a usable result
  7. 07Error handling — records failures and supports recovery

TOOLS

Facebook Messenger APIWebhooksn8nAIGoogle Sheets

DESIGNED OUTCOME

The workflow is designed to give every message an immediate first response while keeping a human in control of important conversations.

WHAT I LEARNED

A chatbot earns trust by knowing its limits—clear handoff rules matter more than clever replies.

NEXT STEP

Have a workflow like this?

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