Automation library · Lead generation

Comprehensive contact enrichment with Apollo and LinkedIn

Started by an event in a connected app, and works across HubSpot. It hands the judgement calls to OpenAI. 19 steps, 1 branch, 1 loop or waits: a working afternoon to understand properly.

MediumCalls a model: OpenAI

19 stepsMedium: a working afternoon
1Branch: places the flow splits
1Loop or waits
1Service it connects to

The flow

Starts it 1Model 5Logic 10Service 3

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

  1. 1When Executed by Another WorkflowExecute Workflow triggerStarts it
  2. 2Structured Output Parser2Output Parser StructuredModel
  3. 3OpenAI Chat Model5Lm Chat Open AiModel
  4. 4OpenAI Chat Model6Lm Chat Open AiModel
  5. 5cleanCodeLogic
  6. 6Auto-fixing Output Parser2Output Parser AutofixingModel
  7. 7Enrichment summary agentChain LlmModel
  8. 8Enrich with ApolloHttp RequestService
  9. 9Enrich in HubSpot1HubspotService
  10. 10Found?IfLogic
  11. 11MergeMergeLogic
  12. 12Loop Over ItemsSplit In BatchesLogic
  13. 13Extract fieldsSetLogic
  14. 14Get recent postsHttp RequestService
  15. 15Split OutSplit OutLogic
  16. 16Filter out reshares and old postsFilterLogic
  17. 17Sort by post dateSortLogic
  18. 18Limit to 3LimitLogic
  19. 19AggregateAggregateLogic

How it's built

Starts on
An event in a connected app
Steps
19, with 1 branch, 1 loop or waits
Size
Medium: a working afternoon
Connects to
HubSpot
Model
OpenAI

Questions

What does it need to run?

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

What starts it?

It starts on an event in a connected app.

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.