The flow
Starts it 1Logic 7Service 3
The steps in the order they run, from what starts it.
- 1Daily CheckSchedule triggerStarts it
- 2Define Source URLsCodeLogic
- 3Split URLs in BatchesSplit In BatchesLogic
- 4Scrape Housing ListingsScrapegraph AiService
- 5Merge ListingsMergeLogic
- 6Clean and Tag DataCodeLogic
- 7Price & Availability FilterIfLogic
- 8Aggregate For StorageCodeLogic
- 9Build Telegram MessageCodeLogic
- 10Upload JSON to S3Aws S3Service
- 11Send Telegram AlertTelegramService
How it's built
- Starts on
- A clock
- Steps
- 11, with 1 branch, 1 loop or waits
- Size
- Medium: a working afternoon
- Connects to
- S3, Telegram
- Model
- None. This is plumbing, not judgement
Questions
What does it need to run?
An n8n account, plus your own S3 and Telegram accounts. You connect your own accounts after importing it; none are included.
What starts it?
It starts on a clock.
Does it use AI?
No. Every step is fixed logic or a call to a service, so it does the same thing every time.
How long does it take to set up?
Plan an afternoon. 11 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 itNothing 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 11 steps before you point it at anything that matters.