The flow
Starts it 2Model 2Logic 9Service 6
The steps in the order they run, from what starts it.
- 1Schedule TriggerSchedule triggerStarts it
- 2Error TriggerError triggerStarts it
- 3Run Apify ScraperHttp RequestService
- 4Send Error AlertTelegramService
- 5Get Dataset ItemsHttp RequestService
- 6Read Existing Job IDsGoogle SheetsService
- 7Filter DuplicatesCodeLogic
- 8Has New Jobs?IfLogic
- 9Normalize FieldsCodeLogic
- 10No New JobsNo OpLogic
- 11AI ScoringOpen AiModel
- 12Parse AI ScoreCodeLogic
- 13Filter Score >= 60FilterLogic
- 14Loop Over ItemsSplit In BatchesLogic
- 15Loop CompleteNo OpLogic
- 16Generate ProposalOpen AiModel
- 17Compute MetricsCodeLogic
- 18Log to Google SheetGoogle SheetsService
- 19Send SummaryTelegramService
How it's built
- Starts on
- A clock
- Steps
- 19, with 1 branch, 1 loop or waits
- Size
- Medium: a working afternoon
- Connects to
- Google Sheets, Telegram
- Model
- OpenAI
Questions
What does it need to run?
An n8n account, plus your own Google Sheets and Telegram accounts, and a key for 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 OpenAI. Model calls are billed by the provider, not by n8n.
How long does it take to set up?
Plan an afternoon. 19 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 19 steps before you point it at anything that matters.