The flow
Starts it 1Model 6Logic 2Service 7
The steps in the order they run, from what starts it.
- 1Structured Output ParserOutput Parser StructuredModel
- 2Structured Output Parser2Output Parser StructuredModel
- 3Gemini 2.5 Flash: Temp 0Lm Chat Google GeminiModel
- 4Schedule Trigger: Every Sun 5AMSchedule triggerStarts it
- 5Read_Url_Summary_ToolGoogle Sheets ToolService
- 6OpenAI o4-miniLm Chat Open AiModel
- 7Agent: Identify URLs to CrawlAgentModel
- 8Agent: Summarize Each URLAgentModel
- 9Input LinksGoogle SheetsService
- 10Split OutSplit OutLogic
- 11Append row in sheetGoogle SheetsService
- 12Firecrawl_LinksHttp RequestService
- 13Firecrawl_MarkdownHttp RequestService
- 14Get row(s) in sheetGoogle SheetsService
- 15CodeCodeLogic
- 16Send a messageGmailService
How it's built
- Starts on
- A clock
- Steps
- 16
- Size
- Medium: a working afternoon
- Connects to
- Gmail, Google Sheets
- Model
- Gemini, OpenAI
Questions
What does it need to run?
An n8n account, plus your own Gmail and Google Sheets accounts, and a key for Gemini and OpenAI. You connect your own accounts after importing it; none are included.
What starts it?
It starts on a clock.
Does it use AI?
Yes. It calls Gemini and OpenAI. 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 itNothing 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.