Automation library · Lead generation

Apollo Leads Data Cleaner with OpenAI and Google Sheets

Started by an event in a connected app, and works across Google Sheets. It hands the judgement calls to OpenAI. 9 steps, 1 branch: a working afternoon to understand properly.

MediumCalls a model: OpenAI

9 stepsMedium: a working afternoon
1Branch: places the flow splits
0Loops or waits
1Service it connects to

The flow

Starts it 1Model 2Logic 4Service 2

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

  1. 1When clicking ‘Test workflow’Manual triggerStarts it
  2. 2Apollo Lead DataGoogle SheetsService
  3. 3Clean Data of Empty CellsIfLogic
  4. 4Clean Job TitleOpen AiModel
  5. 5Clean Company NameOpen AiModel
  6. 6Merge All DataMergeLogic
  7. 7Merge Job Title & Company NameMergeLogic
  8. 8Update Cleaned Lead DataGoogle SheetsService
  9. 9Edit FieldsSetLogic

How it's built

Starts on
An event in a connected app
Steps
9, with 1 branch
Size
Medium: a working afternoon
Connects to
Google Sheets
Model
OpenAI

Questions

What does it need to run?

An n8n account, plus your own Google Sheets 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. 9 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 9 steps before you point it at anything that matters.