The flow
Starts it 1Model 3Logic 2Service 9
The steps in the order they run, from what starts it.
- 1When chat message receivedChat triggerStarts it
- 2Simple MemoryMemory Buffer WindowModel
- 3Google Gemini Chat ModelLm Chat Google GeminiModel
- 4Firecrawl listMcp Client ToolService
- 5Firecrawl executeMcp Client ToolService
- 6Brave listMcp Client ToolService
- 7Brave executeMcp Client ToolService
- 8Apify listMcp Client ToolService
- 9Apify executeMcp Client ToolService
- 10Gemini Research OrchestratorAgentModel
- 11Create Research ReportGoogle SheetsService
- 12Format Research DataCodeLogic
- 13Populate Research ReportHttp RequestService
- 14Data Enrichment RequestHttp RequestService
- 15Finalize Output DataSetLogic
How it's built
- Starts on
- Someone opening a chat with it
- Steps
- 15
- Size
- Medium: a working afternoon
- Connects to
- Google Sheets
- Model
- Gemini
- Retrieval
- Answers are drawn from documents you supply, not from the model alone
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 someone opening a chat with it.
Does it use AI?
Yes. It calls Gemini. Its answers draw on documents you give it, not on the model alone. Model calls are billed by the provider, not by n8n.
How long does it take to set up?
Plan an afternoon. 15 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.
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 15 steps before you point it at anything that matters.