Automation library · Scheduling

Hotel review scraper from booking, expedia, and tripadvisor

Started by another system calling it, and works across NocoDB. It hands the judgement calls to Gemini. 25 steps, 3 loops or waits: large, and worth reading before you trust it with anything live.

LargeCalls a model: Gemini

Download free
25 stepsLarge: read it before trusting it with anything live
0Branches: places the flow splits
3Loops or waits
1Service it connects to

The flow

Starts it 2Model 4Logic 13Service 6

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

  1. 1WebhookWebhookStarts it
  2. 2Google Gemini Chat ModelLm Chat Google GeminiModel
  3. 3When clicking ‘Test workflow’Manual triggerStarts it
  4. 4SuggestionsChain LlmModel
  5. 5Suggestions1Chain LlmModel
  6. 6Suggestions2Chain LlmModel
  7. 7Apify API KeySetLogic
  8. 8Set HeadersSetLogic
  9. 9Set Headers1SetLogic
  10. 10Set Headers2SetLogic
  11. 11Booking.com link of the hotelSetLogic
  12. 12Tripadvisor.com link of the hotelSetLogic
  13. 13Expedia.com link of the hotelSetLogic
  14. 14NocoDBNoco DbService
  15. 15NocoDB1Noco DbService
  16. 16NocoDB2Noco DbService
  17. 17bookings.com review scraperHttp RequestService
  18. 18Tripadvisor review scraperHttp RequestService
  19. 19Expedia review scraperHttp RequestService
  20. 20Replace MeNo OpLogic
  21. 21Replace Me1No OpLogic
  22. 22Replace Me2No OpLogic
  23. 23Loop Over ItemsSplit In BatchesLogic
  24. 24Loop Over Items3Split In BatchesLogic
  25. 25Loop Over Items2Split In BatchesLogic

How it's built

Starts on
Another system calling it
Steps
25, 3 loops or waits
Size
Large: read it before trusting it with anything live
Connects to
NocoDB
Model
Gemini

Questions

What does it need to run?

An n8n account, plus your own NocoDB account, and a key for Gemini. You connect your own accounts after importing it; none are included.

What starts it?

It starts on another system calling it.

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?

Take your time. At 25 steps it is large: read it before trusting it with anything live.

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 25 steps before you point it at anything that matters.