Automation library · AI assistants

Personalize LinkedIn invitation with GPT4

Started by another system calling it. It calls services over plain HTTP rather than through connectors. It hands the judgement calls to OpenAI. 19 steps, 2 branches, 2 loops or waits: a working afternoon to understand properly.

MediumCalls a model: OpenAI

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19 stepsMedium: a working afternoon
2Branches: places the flow splits
2Loops or waits
0Services by connector: it calls them over plain HTTP

The flow

Starts it 1Model 2Logic 11Service 5

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

  1. 1WebhookWebhookStarts it
  2. 2GetOutputPhantombusterService
  3. 3Group JSON Items by Profile URLCodeLogic
  4. 4Split In BatchesSplit In BatchesLogic
  5. 5Person Active in Linkedin ?IfLogic
  6. 6GetDataSetLogic
  7. 7ScrapProfilPhantombusterService
  8. 8FilterOnPostDateCodeLogic
  9. 9WaitWaitLogic
  10. 10Item ListsItem ListsLogic
  11. 11GetProfileInfoPhantombusterService
  12. 12Scoring ModelCodeLogic
  13. 13ProfilePromptOpen AiModel
  14. 14PromptDataSetLogic
  15. 15LemlistProfileIcebreakerLemlistService
  16. 16PostPromptOpen AiModel
  17. 17IF1IfLogic
  18. 18LemlistPostIcebreakerLemlistService
  19. 19No Operation, do nothingNo OpLogic

How it's built

Starts on
Another system calling it
Steps
19, with 2 branches, 2 loops or waits
Size
Medium: a working afternoon
Connects to
Nothing by connector; it calls services over plain HTTP
Model
OpenAI

Questions

What does it need to run?

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

What starts it?

It starts on another system calling it.

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.

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 19 steps before you point it at anything that matters.