Automation library · Data collection

Extract & search ProductHunt data with Bright Data MCP

Started by an event in a connected app, and works across Google Sheets. It hands the judgement calls to Gemini. 16 steps: a working afternoon to understand properly.

MediumCalls a model: Gemini

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

The flow

Starts it 1Model 5Logic 3Service 7

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

  1. 1When clicking ‘Execute workflow’Manual triggerStarts it
  2. 2Google Gemini Chat ModelLm Chat Google GeminiModel
  3. 3MCP Client for Google SearchMcp Client ToolService
  4. 4MCP Client for Markdown Data ExtractMcp Client ToolService
  5. 5Structured Output ParserOutput Parser StructuredModel
  6. 6Google Gemini Chat Model Structured Data ExtractLm Chat Google GeminiModel
  7. 7List all tools for Bright DataMcp ClientService
  8. 8AI AgentAgentModel
  9. 9Structured Data ExtractorChain LlmModel
  10. 10Set the Input FieldsSetLogic
  11. 11Create a binary data for Structured Data ExtractFunctionLogic
  12. 12Initiate a Webhook Notification for Structured DataHttp RequestService
  13. 13Update Google Sheets for AI AgentGoogle SheetsService
  14. 14Update Google Sheets for Structured DataGoogle SheetsService
  15. 15Set the Agent OperationSetLogic
  16. 16Write the structured content to diskRead Write FileService

How it's built

Starts on
An event in a connected app
Steps
16
Size
Medium: a working afternoon
Connects to
Google Sheets
Model
Gemini

Questions

What does it need to run?

An n8n account, plus your own Google Sheets account, and a key for Gemini. 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 Gemini. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 16 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 16 steps before you point it at anything that matters.