Automation library · Content

Auto-generate and post tweet threads based on Google Trends

Started by a clock, and works across X. It puts Gemini and OpenAI behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 15 steps, 2 loops or waits: a working afternoon to understand properly.

MediumCalls a model: Gemini, OpenAIRetrieval

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

The flow

Starts it 1Model 8Logic 4Service 2

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

  1. 1Simple MemoryMemory Buffer WindowModel
  2. 2Google Gemini Chat ModelLm Chat Google GeminiModel
  3. 3Structured Output ParserOutput Parser StructuredModel
  4. 4OpenAI Chat ModelLm Chat Open AiModel
  5. 5Google Gemini Chat Model1Lm Chat Google GeminiModel
  6. 6Schedule TriggerSchedule triggerStarts it
  7. 7Trend SelectorAgentModel
  8. 8Auto-fixing Output ParserOutput Parser AutofixingModel
  9. 9Tweet GeneratorAgentModel
  10. 10Google Trends AUSGoogle Big QueryService
  11. 11CodeCodeLogic
  12. 12AggregateAggregateLogic
  13. 13Loop Over ItemsSplit In BatchesLogic
  14. 14XTwitterService
  15. 15WaitWaitLogic

How it's built

Starts on
A clock
Steps
15, 2 loops or waits
Size
Medium: a working afternoon
Connects to
X
Model
Gemini, OpenAI
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 X account, 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. 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.

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 15 steps before you point it at anything that matters.