The flow
Starts it 1Model 3Logic 10Service 6
The steps in the order they run, from what starts it.
- 1Start ManuallyManual triggerStarts it
- 2Chat ModelLm Chat Open AiModel
- 3Parse AI Structured OutputOutput Parser StructuredModel
- 4Read URLs from SheetsGoogle SheetsService
- 5Project Credit ExtractorAgentModel
- 6Skip Rows Already DoneFilterLogic
- 7Process AI Project DataCodeLogic
- 8AI Error HandlerCodeLogic
- 9Loop Over ItemsSplit In BatchesLogic
- 10Add Extracted Projects to SheetsGoogle SheetsService
- 11Add AI Errors to SheetsGoogle SheetsService
- 12Setup Page ParametersSetLogic
- 13Update Processed RowGoogle SheetsService
- 14Fetch Page ContentHttp RequestService
- 15Wait 2 SecondsWaitLogic
- 16Check HTTP SuccessIfLogic
- 17Manage Request ExceptionCodeLogic
- 18Transform HTML to TextCodeLogic
- 19Handle Fetch ErrorCodeLogic
- 20Add Fetch Errors to SheetsGoogle SheetsService
How it's built
- Starts on
- An event in a connected app
- Steps
- 20, with 1 branch, 2 loops 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 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. 20 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 20 steps before you point it at anything that matters.