Automation library · Data collection

Automated Feedaty Review Scraper with ScrapegraphAI and Gemini

Started by an event in a connected app, and works across Google Drive. It hands the judgement calls to Gemini. 20 steps, 1 loop or waits: a working afternoon to understand properly.

MediumCalls a model: Gemini

Download free
20 stepsMedium: a working afternoon
0Branches: places the flow splits
1Loop or waits
1Service it connects to

The flow

Starts it 1Model 6Logic 9Service 4

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

  1. 1When clicking ‘Test workflow’Manual triggerStarts it
  2. 2Google Gemini Chat ModelLm Chat Google GeminiModel
  3. 3Google Gemini Chat Model1Lm Chat Google GeminiModel
  4. 4Google Gemini Chat Model2Lm Chat Google GeminiModel
  5. 5Set ParametersSetLogic
  6. 6Company Reputation ManagementAgentModel
  7. 7HTML ConverterChain LlmModel
  8. 8Sentiment Analysis1Sentiment AnalysisModel
  9. 9Autonomously extract live data from any website perfect for e commerce job boards lead capture and moreScrapegraph AiService
  10. 10HTMLHtmlLogic
  11. 11Set fieldsSetLogic
  12. 12Get ResultSetLogic
  13. 13From Json to BinaryCodeLogic
  14. 14Loop Over ItemsSplit In BatchesLogic
  15. 15Extract reviewsCodeLogic
  16. 16HTML to PDFHttp RequestService
  17. 17Aggregate reviewsCodeLogic
  18. 18Limit reviewsLimitLogic
  19. 19Base64 to FileConvert To FileService
  20. 20Upload fileGoogle DriveService

How it's built

Starts on
An event in a connected app
Steps
20, 1 loop or waits
Size
Medium: a working afternoon
Connects to
Google Drive
Model
Gemini

Questions

What does it need to run?

An n8n account, plus your own Google Drive 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. 20 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 20 steps before you point it at anything that matters.