Automation library · Research and reporting

Conversational Meta ads reporting & management with OpenAI

Started by someone opening a chat with it. It calls services over plain HTTP rather than through connectors. It puts OpenAI behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 24 steps, 1 branch: large, and worth reading before you trust it with anything live.

LargeCalls a model: OpenAIRetrieval

Download free
24 stepsLarge: read it before trusting it with anything live
1Branch: places the flow splits
0Loops or waits
0Services by connector: it calls them over plain HTTP

The flow

Starts it 2Model 7Logic 9Service 6

The steps in the order they run, from what starts it.

  1. 1When chat message receivedChat triggerStarts it
  2. 2OpenAI Chat ModelLm Chat Open AiModel
  3. 3Simple MemoryMemory Buffer WindowModel
  4. 4When Executed by Another WorkflowExecute Workflow triggerStarts it
  5. 5list accountsTool WorkflowModel
  6. 6account detailsTool WorkflowModel
  7. 7ad detailsTool WorkflowModel
  8. 8CalculatorTool CalculatorModel
  9. 9AI AgentAgentModel
  10. 10since, untilSetLogic
  11. 11SwitchSwitchLogic
  12. 12graph: adaccountsFacebook Graph ApiService
  13. 13fix missing act_SetLogic
  14. 14Edit FieldsSetLogic
  15. 15No Operation, do nothingNo OpLogic
  16. 16No Operation, do nothing1No OpLogic
  17. 17account: campaignsFacebook Graph ApiService
  18. 18account: adsetsFacebook Graph ApiService
  19. 19account: adsFacebook Graph ApiService
  20. 20account insightsFacebook Graph ApiService
  21. 21ads: insightsFacebook Graph ApiService
  22. 22MergeMergeLogic
  23. 23Code1CodeLogic
  24. 24CodeCodeLogic

How it's built

Starts on
Someone opening a chat with it
Steps
24, with 1 branch
Size
Large: read it before trusting it with anything live
Connects to
Nothing by connector; it calls services over plain HTTP
Model
OpenAI
Retrieval
Answers are drawn from documents you supply, not from the model alone

Questions

What does it need to run?

An n8n account, and a key for OpenAI. You connect your own accounts after importing it; none are included.

What starts it?

It starts on someone opening a chat with it.

Does it use AI?

Yes. It calls OpenAI. Its answers draw on documents you give it, not on the model alone. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Take your time. At 24 steps it is large: read it before trusting it with anything live.

How do I import it?

Copy the workflow, open a new workflow in n8n and paste. The steps appear on the canvas, ready for your own accounts.

Before you run it

Nothing here has been tested by us. It is somebody's working automation, read and described from its own steps. Treat the connections it wants as a list of accounts it will touch, and read the 24 steps before you point it at anything that matters.