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Classify and Respond to Facebook Messenger Inquiries with GPT 4, Slack, and Google Sheets

by Rahul JoshiUpdated Aug 2026
RequiresSlackFacebookFacebookOpenAIGoogle SheetsGoogle Sheets
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ErError Handler TriggerError Handler T…Slack: Send Error AlertSlack: Send Err…ScTrigger – Fetch New Facebook Messages (Every Hour)Trigger – Fetch…SeFormat Incoming Message DataFormat Incoming…Fetch Facebook Conversations (Graph API)Fetch Facebook …Model – GPT-4 Language ModelModel – GPT-4 L…AgAI – Classify Message (Lead / Query / Spam)AI – Classify M…OPParse AI Output (JSON Parser)Parse AI Output…MBMemory – Conversation Context BufferMemory – Conver…SwRoute Messages by CategoryRoute Messages …Slack Approval – Lead MessageSlack Approval …SwCheck Lead Approval StatusCheck Lead Appr…Send AI Reply – Lead ApprovedSend AI Reply –…Send Fallback Reply – Lead RejectedSend Fallback R…Log to Google Sheets – Lead ApprovedLog to Google S…Log to Google Sheets – Lead RejectedLog to Google S…Slack Approval – Query MessageSlack Approval …SwCheck Query Approval StatusCheck Query App…Send AI Reply – Query ApprovedSend AI Reply –…Send Fallback Reply – Query RejectedSend Fallback R…Log to Google Sheets – Query ApprovedLog to Google S…Log to Google Sheets – Query RejectedLog to Google S…Log to Google Sheets – Spam MessagesLog to Google S…1
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Starts on a Error event

On a schedule, an OpenAI agent classifies Facebook Messenger inquiries, logs them to Google Sheets, and routes alerts to Slack.

Tags

eventcomplexSlackFacebookSupport ChatbotAI Summarizationdiscoveredpending-review
Connects
SlackfacebookFacebookOpenAIsheetsGoogle Sheets
CategoryAI Agents & Chatbots
Triggerevent
Complexitycomplex
Nodes23
AddedJun 27, 2026