Automation library · Research and reporting

Find competitor feature gaps from app reviews with Bright Data

Started by a clock, and works across Google Sheets and Slack. It hands the judgement calls to OpenAI. 23 steps, 2 branches, 1 loop or waits: large, and worth reading before you trust it with anything live.

LargeCalls a model: OpenAI

23 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 3Model 2Logic 11Service 7

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

  1. 1Every Monday MorningSchedule triggerStarts it
  2. 2Or Run It NowManual triggerStarts it
  3. 3ModelLm Chat Open AiModel
  4. 4If The Run FailsError triggerStarts it
  5. 5SettingsSetLogic
  6. 6Name Each FeatureChain LlmModel
  7. 7Say It BrokeSlackService
  8. 8Plan The CrawlsCodeLogic
  9. 9Match Against What You ShipCodeLogic
  10. 10Ask Both Stores For ReviewsHttp RequestService
  11. 11Build The ReportCodeLogic
  12. 12Wait For The CrawlsWaitLogic
  13. 13One Row Per QuoteSplit OutLogic
  14. 14Send The ScorecardSlackService
  15. 15Ask If They Are DoneHttp RequestService
  16. 16Log The RequestsGoogle SheetsService
  17. 17Ready Or Try AgainCodeLogic
  18. 18Crawls Finished?IfLogic
  19. 19Download The ReviewsHttp RequestService
  20. 20Put Both Stores TogetherCodeLogic
  21. 21Find The AsksCodeLogic
  22. 22Anybody Asking?IfLogic
  23. 23Nobody Asked For AnythingSlackService

How it's built

Starts on
A clock
Steps
23, with 2 branches, 1 loop or waits
Size
Large: read it before trusting it with anything live
Connects to
Google Sheets, Slack
Model
OpenAI

Questions

What does it need to run?

An n8n account, plus your own Google Sheets and Slack accounts, 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 23 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 23 steps before you point it at anything that matters.