Automation library · Lead generation

Tripadvisor lead generation with Gemini and Apify

Started by an event in a connected app, and works across Apify and Google Sheets. It hands the judgement calls to Gemini. 16 steps, 3 branches: a working afternoon to understand properly.

MediumCalls a model: Gemini

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16 stepsMedium: a working afternoon
3Branches: places the flow splits
0Loops or waits
2Services it connects to

The flow

Starts it 1Model 2Logic 5Service 8

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

  1. 1When clicking ‘Execute workflow’Manual triggerStarts it
  2. 2Google Gemini Chat ModelLm Chat Google GeminiModel
  3. 3What places to include in the searchSetLogic
  4. 4Information ExtractorInformation ExtractorModel
  5. 5Run an Actor and get datasetApifyService
  6. 6If1IfLogic
  7. 7SwitchSwitchLogic
  8. 8Get row(s) in sheet2Google SheetsService
  9. 9Create sheetGoogle SheetsService
  10. 10Append or update row in sheetGoogle SheetsService
  11. 11Append or update row in sheet1Google SheetsService
  12. 12Append or update row in sheet2Google SheetsService
  13. 13IfIfLogic
  14. 14AggregateAggregateLogic
  15. 15Run an Actor and get dataset1ApifyService
  16. 16Delete sheetGoogle SheetsService

How it's built

Starts on
An event in a connected app
Steps
16, with 3 branches
Size
Medium: a working afternoon
Connects to
Apify, Google Sheets
Model
Gemini

Questions

What does it need to run?

An n8n account, plus your own Apify and Google Sheets accounts, and a key for Gemini. 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 Gemini. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 16 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 16 steps before you point it at anything that matters.