Automation library · Scheduling

Scrape hotel listings with Brightdata

Started by someone opening a chat with it. It calls services over plain HTTP rather than through connectors. It hands the judgement calls to OpenRouter. 14 steps, 1 branch, 2 loops or waits: a working afternoon to understand properly.

MediumCalls a model: OpenRouter

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14 stepsMedium: a working afternoon
1Branch: places the flow splits
2Loops or waits
0Services by connector: it calls them over plain HTTP

The flow

Starts it 1Model 3Logic 7Service 3

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

  1. 1OpenRouter Chat Model2Lm Chat Open RouterModel
  2. 2When chat message receivedChat triggerStarts it
  3. 3CalculatorTool CalculatorModel
  4. 4Human Friendly ResultsAgentModel
  5. 5parametersSetLogic
  6. 6Initiate batch extraction from URLBright DataService
  7. 7hotelsSplit In BatchesLogic
  8. 8Check the status of a batch extractionBright DataService
  9. 9check if result readyIfLogic
  10. 10Download the snapshot contentBright DataService
  11. 11WaitWaitLogic
  12. 12clean dataSetLogic
  13. 13check Snapshot AgainNo OpLogic
  14. 14AggregateAggregateLogic

How it's built

Starts on
Someone opening a chat with it
Steps
14, with 1 branch, 2 loops or waits
Size
Medium: a working afternoon
Connects to
Nothing by connector; it calls services over plain HTTP
Model
OpenRouter

Questions

What does it need to run?

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

What starts it?

It starts on someone opening a chat with it.

Does it use AI?

Yes. It calls OpenRouter. 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.

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 14 steps before you point it at anything that matters.