Automation library · Content

Repurpose top X posts from Twitter with Apify and OpenAI

Started by someone submitting a form, and works across Google Sheets and Slack. It hands the judgement calls to OpenAI. 14 steps, 1 branch, 1 loop or waits: a working afternoon to understand properly.

MediumCalls a model: OpenAI

14 stepsMedium: a working afternoon
1Branch: places the flow splits
1Loop or waits
2Services it connects to

The flow

Starts it 1Model 2Logic 4Service 7

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

  1. 1When Profile Is SubmittedForm triggerStarts it
  2. 2Scrape Posts With ApifyApifyService
  3. 3Fetch Scraped Posts From ApifyApifyService
  4. 4Alert On Scrape FailureSlackService
  5. 5Loop Over Scraped PostsSplit In BatchesLogic
  6. 6Notify Batch CompleteSlackService
  7. 7Check Post RelevanceOpen AiModel
  8. 8Filter Relevant PostsFilterLogic
  9. 9Check For Duplicate PostGoogle SheetsService
  10. 10If Post Is NewIfLogic
  11. 11Draft Repurposed PostOpen AiModel
  12. 12Build Draft Row For SheetSetLogic
  13. 13Append Draft To SheetsGoogle SheetsService
  14. 14Send Draft To Slack For ReviewSlackService

How it's built

Starts on
Someone submitting a form
Steps
14, with 1 branch, 1 loop or waits
Size
Medium: a working afternoon
Connects to
Google Sheets, Slack
Model
OpenAI

Questions

What does it need to run?

An n8n account, plus your own Google Sheets and Slack accounts, and a key for OpenAI. You connect your own accounts after importing it; none are included.

What starts it?

It starts on someone submitting a form.

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. 14 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 14 steps before you point it at anything that matters.