Conversational Meta ads reporting & management with GPT-5
Ready for 3.0Ready for 3.0. This template uses no nodes that n8n 3.0 removes. No removed nodes, versions or helpers found. Static check, last run 2026-10-19.
What this workflow does
This AI workflow has 24 nodes and runs when a chat message arrives (plus 1 other trigger). Along the way it connects OpenAI Chat Model and Facebook Graph API.
How it runs
Trigger: When a chat message arrives (plus 1 other trigger).
- AI Agent: runs an AI agent, with model: OpenAI Chat Model; 4 tools (Calculator, ad details, list accounts, account details); memory: Simple Memory
- since, until (Edit Fields (Set)): sets 2 fields: since, until
- Switch: routes items into 3 branches
- graph: adaccounts (Facebook Graph API): uses Facebook Graph API
- fix missing act_ (Edit Fields (Set)): sets 1 field: id
- Edit Fields (Edit Fields (Set)): sets 1 field: id
- account: campaigns (Facebook Graph API): uses Facebook Graph API
- account: adsets (Facebook Graph API): uses Facebook Graph API
- account: ads (Facebook Graph API): uses Facebook Graph API
- account insights (Facebook Graph API): uses Facebook Graph API
…plus 4 more steps. See the full node list below.
Services it uses
Before you upgrade to n8n 3.0
Nothing in this workflow is removed in n8n 3.0, so it should import and run after the upgrade.
Nodes used (13)
- Chat Trigger
@n8n/n8n-nodes-langchain.chatTrigger - AI Agent
@n8n/n8n-nodes-langchain.agent - OpenAI Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenAi - Simple Memory
@n8n/n8n-nodes-langchain.memoryBufferWindow - Execute Workflow Trigger
n8n-nodes-base.executeWorkflowTrigger - Switch
n8n-nodes-base.switch - Call n8n Workflow Tool
@n8n/n8n-nodes-langchain.toolWorkflow - Facebook Graph API
n8n-nodes-base.facebookGraphApi - Merge
n8n-nodes-base.merge - Code
n8n-nodes-base.code - No Operation, do nothing
n8n-nodes-base.noOp - Edit Fields (Set)
n8n-nodes-base.set - Calculator
@n8n/n8n-nodes-langchain.toolCalculator
From the author
Currently Work-In-Progress This n8n template creates an intelligent AI assistant that responds to chat messages, providing conversational access to your Meta Ads data. Powered by an OpenAI GPT-5 model and equipped with memory to maintain context, this agent…