The flow
Starts it 1Model 5Logic 3Service 5
The steps in the order they run, from what starts it.
- 1Chat model - ExtractionLm Chat Open AiModel
- 2Output Parser - Order and linkOutput Parser StructuredModel
- 3Chat model - Parser auto-fixLm Chat Open AiModel
- 4Run every nightSchedule triggerStarts it
- 5Find order IDs and invoice linksAgentModel
- 6Auto-fixing Output ParserOutput Parser AutofixingModel
- 7Start browser sessionAirtopService
- 8Found an invoice link?IfLogic
- 9Open Amazon order historyAirtopService
- 10Clean up the invoice linksCodeLogic
- 11Wait for page to loadWaitLogic
- 12Add links to the sheetGoogle SheetsService
- 13Scrape the order pageAirtopService
- 14Close browser sessionAirtopService
How it's built
- Starts on
- A clock
- Steps
- 14, with 1 branch, 1 loop or waits
- Size
- Medium: a working afternoon
- Connects to
- Google Sheets
- Model
- OpenAI
Questions
What does it need to run?
An n8n account, plus your own Google Sheets account, and a key for OpenAI. You connect your own accounts after importing it; none are included.
What starts it?
It starts on a clock.
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. 14 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.
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 14 steps before you point it at anything that matters.