Automation library · Lead generation

Draft human-reviewed first-touch outreach with DeepSeek

Started by another system calling it, and works across Pipedrive and Slack. It hands the judgement calls to DeepSeek. 23 steps, 3 branches: large, and worth reading before you trust it with anything live.

LargeCalls a model: DeepSeek

Download free
23 stepsLarge: read it before trusting it with anything live
3Branches: places the flow splits
0Loops or waits
2Services it connects to

The flow

Starts it 4Model 4Logic 9Service 6

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

  1. 1Receive New Qualified LeadWebhookStarts it
  2. 2DeepSeek Chat ModelLm Chat Deep SeekModel
  3. 3DeepSeek Chat Model (Fixer)Lm Chat Deep SeekModel
  4. 4Validate Lead InputIfLogic
  5. 5Draft Personalized First-Touch OutreachAgentModel
  6. 6Structured Output ParserOutput Parser StructuredModel
  7. 7Search Pipedrive Person by EmailPipedriveService
  8. 8Respond Invalid Lead InputRespond To WebhookStarts it
  9. 9Extract Agent DraftSetLogic
  10. 10Resolve Person MatchCodeLogic
  11. 11Respond Pipedrive ErrorRespond To WebhookStarts it
  12. 12IF Low Confidence DraftIfLogic
  13. 13Respond Lead CapturedRespond To WebhookStarts it
  14. 14Add Draft as Pipedrive Deal NotePipedriveService
  15. 15IF Person ExistsIfLogic
  16. 16Post Low-Confidence Draft for Heavy ReviewSlackService
  17. 17Post Draft for Rep ReviewSlackService
  18. 18Log Async FailureNo OpLogic
  19. 19Continue After Person ResolutionNo OpLogic
  20. 20Create Pipedrive PersonPipedriveService
  21. 21Assign Outreach RepSetLogic
  22. 22Merge New Person ContextSetLogic
  23. 23Create Pipedrive DealPipedriveService

How it's built

Starts on
Another system calling it
Steps
23, with 3 branches
Size
Large: read it before trusting it with anything live
Connects to
Pipedrive, Slack
Model
DeepSeek

Questions

What does it need to run?

An n8n account, plus your own Pipedrive and Slack accounts, and a key for DeepSeek. 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 DeepSeek. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Take your time. At 23 steps it is large: read it before trusting it with anything live.

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 23 steps before you point it at anything that matters.