Automation library · Research and reporting

Research competitor negative reviews with Genspark and Airtop

Started by an event in a connected app, and works across Google Sheets. It hands the judgement calls to OpenAI. 17 steps, 2 loops or waits: a working afternoon to understand properly.

MediumCalls a model: OpenAI

17 stepsMedium: a working afternoon
0Branches: places the flow splits
2Loops or waits
1Service it connects to

The flow

Starts it 1Model 3Logic 5Service 8

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

  1. 1Start with a client IDExecute Workflow triggerStarts it
  2. 2Chat modelLm Chat Open AiModel
  3. 3Output Parser - Report linkOutput Parser StructuredModel
  4. 4Look up the client rowGoogle SheetsService
  5. 5Pull out the report linkAgentModel
  6. 6Read website and competitorsCodeLogic
  7. 7Save the report linkGoogle SheetsService
  8. 8Build the research promptSetLogic
  9. 9Close browser sessionAirtopService
  10. 10Start browser sessionAirtopService
  11. 11DoneNo OpLogic
  12. 12Open GensparkAirtopService
  13. 13Wait for the pageWaitLogic
  14. 14Close the popupAirtopService
  15. 15Ask Genspark the questionAirtopService
  16. 16Wait for the research to finishWaitLogic
  17. 17Scrape the answerAirtopService

How it's built

Starts on
An event in a connected app
Steps
17, 2 loops or waits
Size
Medium: a working afternoon
Connects to
Google Sheets
Model
OpenAI

Questions

What does it need to run?

An n8n account, plus your own Google Sheets account, and a key for OpenAI. 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 OpenAI. 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.