Automation library · Money admin

Generate unique product description pools with OpenAI

Started by an event in a connected app. It calls services over plain HTTP rather than through connectors. It hands the judgement calls to OpenAI. 18 steps, 1 branch: a working afternoon to understand properly.

MediumCalls a model: OpenAI

18 stepsMedium: a working afternoon
1Branch: places the flow splits
0Loops or waits
0Services by connector: it calls them over plain HTTP

The flow

Starts it 1Model 3Logic 7Service 7

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

  1. 1Start a pool runManual triggerStarts it
  2. 2Chat model for authoring and repairLm Chat Open AiModel
  3. 3Your brief and productSetLogic
  4. 4Your LLMChain LlmModel
  5. 5LLM (repair)Chain LlmModel
  6. 6Build authoring promptSpintaxService
  7. 7Validate draftSpintaxService
  8. 8Validate (attempt 2)SpintaxService
  9. 9Render 12 variantsSpintaxService
  10. 10Build repair promptSpintaxService
  11. 11Still invalid - stop (loop is capped)No OpLogic
  12. 12Twelve distinct documents?IfLogic
  13. 13Lint each variantSpintaxService
  14. 14Too few - the template cannot fill the poolNo OpLogic
  15. 15Check pool uniquenessSpintaxService
  16. 16Defective - droppedNo OpLogic
  17. 17Ready to publishNo OpLogic
  18. 18Dropped - too similarNo OpLogic

How it's built

Starts on
An event in a connected app
Steps
18, with 1 branch
Size
Medium: a working afternoon
Connects to
Nothing by connector; it calls services over plain HTTP
Model
OpenAI

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 an event in a connected app.

Does it use AI?

Yes. It calls OpenAI. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 18 steps is enough that you should read each one before running it.

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 18 steps before you point it at anything that matters.