Automation library · Data collection

Analyze Amazon review friction and revenue impact

Started by an event in a connected app, and works across Google Sheets. It hands the judgement calls to OpenRouter. 23 steps, 3 branches, 1 loop or waits: large, and worth reading before you trust it with anything live.

LargeCalls a model: OpenRouter

Download free
23 stepsLarge: read it before trusting it with anything live
3Branches: places the flow splits
1Loop or waits
1Service it connects to

The flow

Starts it 1Model 3Logic 13Service 6

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

  1. 1Run Friction AnalysisManual triggerStarts it
  2. 2Validate AI Friction OutputOutput Parser StructuredModel
  3. 3Friction Impact AnalyzerLm Chat Open RouterModel
  4. 4Set Product URLSetLogic
  5. 5AI Friction Impact AnalyzerAgentModel
  6. 6Start Review Scraping (Bright Data)Bright DataService
  7. 7Calculate Correlated Friction ScoreCodeLogic
  8. 8Wait Before Status CheckWaitLogic
  9. 9Format Bright Data ErrorSetLogic
  10. 10Is High-Risk Revenue Friction?IfLogic
  11. 11Check Scraping StatusBright DataService
  12. 12Log Scraping ErrorGoogle SheetsService
  13. 13Tag as High PrioritySetLogic
  14. 14Prepare Delivery & Returns Risk FlagsSetLogic
  15. 15Tag as Moderate / Low PrioritySetLogic
  16. 16Is Snapshot Ready?IfLogic
  17. 17Log Checkout Optimization OpportunityGoogle SheetsService
  18. 18Log Delivery & Returns RiskGoogle SheetsService
  19. 19Download Review DataBright DataService
  20. 20Detect Friction SignalsCodeLogic
  21. 21Any Friction Detected?IfLogic
  22. 22Prepare Review for AI AnalysisSetLogic
  23. 23No Friction DetectedSetLogic

How it's built

Starts on
An event in a connected app
Steps
23, with 3 branches, 1 loop or waits
Size
Large: read it before trusting it with anything live
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?

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.