The flow
Model 2Logic 4Service 7
The steps in the order they run, from what starts it.
- 1Generate LinkedIn Search QueriesCodeLogic
- 2Load Unenriched ProfilesGoogle SheetsService
- 3Loop Over ItemsSplit In BatchesLogic
- 4Process Each ProfileSplit In BatchesLogic
- 5Search in ApifyHttp RequestService
- 6Scrape LinkedIn Profile DataHttp RequestService
- 7Flatten Apify ResultsCodeLogic
- 8Generate Connection MessageGoogle GeminiModel
- 9Save in DatabaseGoogle SheetsService
- 10Save Enriched Lead DataGoogle SheetsService
- 11Generate Follow-Up MessageGoogle GeminiModel
- 12Update Follow-Up in SheetGoogle SheetsService
- 13Mark Profile as EnrichedGoogle SheetsService
How it's built
- Starts on
- Nothing automatic; you run it
- Steps
- 13, 2 loops or waits
- Size
- Medium: a working afternoon
- Connects to
- Google Sheets
- Model
- Gemini
Questions
What does it need to run?
An n8n account, plus your own Google Sheets account, and a key for Gemini. You connect your own accounts after importing it; none are included.
What starts it?
Nothing starts it automatically. You run it by hand.
Does it use AI?
Yes. It calls Gemini. Model calls are billed by the provider, not by n8n.
How long does it take to set up?
Plan an afternoon. 13 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 13 steps before you point it at anything that matters.