Automation library · Research and reporting

Prioritize Amazon competitor gaps with Bright Data

Started by an event in a connected app, and works across Google Sheets. It hands the judgement calls to OpenRouter. 17 steps, 1 branch: a working afternoon to understand properly.

MediumCalls a model: OpenRouter

17 stepsMedium: a working afternoon
1Branch: places the flow splits
0Loops or waits
1Service it connects to

The flow

Starts it 1Model 3Logic 7Service 6

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

  1. 1Run Competitive AnalysisManual triggerStarts it
  2. 2Validate AI Structured OutputOutput Parser StructuredModel
  3. 3Competitive Gap AnalyzerLm Chat Open RouterModel
  4. 4Set Target URLSetLogic
  5. 5AI Competitive Gap AnalyzerAgentModel
  6. 6Scrape Product Data (Bright Data)Bright DataService
  7. 7Score Pricing & Assortment GapCodeLogic
  8. 8Normalize & Structure Product DataCodeLogic
  9. 9Format Scraping Error LogSetLogic
  10. 10Is High-Priority Opportunity?IfLogic
  11. 11Log Scraping FailureGoogle SheetsService
  12. 12Format High-Priority RecordSetLogic
  13. 13Format Standard Opportunity RecordSetLogic
  14. 14Log Missing VariantsGoogle SheetsService
  15. 15Log Bundle OpportunitiesGoogle SheetsService
  16. 16Log Pricing & Positioning GapsGoogle SheetsService
  17. 17Log All Standard OpportunitiesGoogle SheetsService

How it's built

Starts on
An event in a connected app
Steps
17, with 1 branch
Size
Medium: a working afternoon
Connects to
Google Sheets
Model
OpenRouter

Questions

What does it need to run?

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

What starts it?

It starts on an event in a connected app.

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. 17 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 17 steps before you point it at anything that matters.