Automation library · Research and reporting

Track competitor App Store listing changes with Bright Data

Started by a clock, and works across Slack and n8n data table. It hands the judgement calls to OpenAI. 22 steps, 2 branches, 1 loop or waits: large, and worth reading before you trust it with anything live.

LargeCalls a model: OpenAI

22 stepsLarge: read it before trusting it with anything live
2Branches: places the flow splits
1Loop or waits
2Services it connects to

The flow

Starts it 1Model 2Logic 13Service 6

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

  1. 1Check Every MondaySchedule triggerStarts it
  2. 2Listing AnalystLm Chat Open AiModel
  3. 3SettingsSetLogic
  4. 4Explain The ChangeChain LlmModel
  5. 5Build The App ListCodeLogic
  6. 6Build The DigestCodeLogic
  7. 7Ask The App StoreHttp RequestService
  8. 8Post The DigestSlackService
  9. 9Check The Job StartedCodeLogic
  10. 10Wait For The StoreWaitLogic
  11. 11Check The SnapshotHttp RequestService
  12. 12Count The PollsCodeLogic
  13. 13Listings Ready?IfLogic
  14. 14Download The ListingsHttp RequestService
  15. 15Read Each ListingCodeLogic
  16. 16Read Last WeekData TableService
  17. 17Find What ChangedCodeLogic
  18. 18Remember This WeekData TableService
  19. 19Summarise The WeekCodeLogic
  20. 20Anything Change?IfLogic
  21. 21One App At A TimeSplit OutLogic
  22. 22Quiet WeekNo OpLogic

How it's built

Starts on
A clock
Steps
22, with 2 branches, 1 loop or waits
Size
Large: read it before trusting it with anything live
Connects to
Slack, n8n data table
Model
OpenAI

Questions

What does it need to run?

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

What starts it?

It starts on a clock.

Does it use AI?

Yes. It calls OpenAI. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Take your time. At 22 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 22 steps before you point it at anything that matters.