# Find and score LinkedIn B2B leads with Bright Data and OpenAI: n8n workflow

> Started by someone submitting a form, and works across Google Sheets and Slack. It hands the judgement calls to OpenAI.

Source: https://millionrounds.com/workflow/find-and-score-linkedin-b2b-leads-with-bright-data-and-opena (Millionrounds; every figure on the page links to its filing or article)

[Automation library](https://millionrounds.com/workflows) · [Lead generation](https://millionrounds.com/workflows?category=Lead+generation#library)

# Find and score LinkedIn B2B leads with Bright Data and OpenAI

Started by someone submitting a form, and works across Google Sheets and Slack. It hands the judgement calls to OpenAI. 19 steps, 1 branch: a working afternoon to understand properly.

Medium Calls a model: OpenAI

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Ffind-and-score-linkedin-b2b-leads-with-bright-data-and-opena)

**19 steps** Medium: a working afternoon

**1** Branch: places the flow splits

**0** Loops or waits

**2** Services it connects to

## The flow

Starts it 1 Model 4 Logic 9 Service 5

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

- 1 **When ICP Form Submitted** Form trigger *Starts it*
- 2 **OpenAI Query Planner Model** Lm Chat Open Ai *Model*
- 3 **OpenAI Scoring Model** Lm Chat Open Ai *Model*
- 4 **Set Search Parameters** Set *Logic*
- 5 **Extract Queries from ICP** Information Extractor *Model*
- 6 **Evaluate ICP Scores** Information Extractor *Model*
- 7 **Split Queries for Processing** Split Out *Logic*
- 8 **Associate Scores with Companies** Code *Logic*
- 9 **Post to Bright Data API** Http Request *Service*
- 10 **Evaluate Qualification Status** If *Logic*
- 11 **Filter LinkedIn Company URLs** Code *Logic*
- 12 **Append Qualified to Sheets** Google Sheets *Service*
- 13 **Append Rejected to Sheets** Google Sheets *Service*
- 14 **Limit Company Count** Limit *Logic*
- 15 **Aggregate Qualified Leads** Aggregate *Logic*
- 16 **Aggregate URLs for Scraper** Aggregate *Logic*
- 17 **Post Lead Digest to Slack** Slack *Service*
- 18 **Post to LinkedIn Scraper API** Http Request *Service*
- 19 **Flatten Company Records** Code *Logic*

## How it's built

- **Starts on:** Someone submitting a form
- **Steps:** 19, with 1 branch
- **Size:** Medium: a working afternoon
- **Connects to:** Google Sheets, Slack
- **Model:** OpenAI

## Questions

What does it need to run?

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

What starts it?

It starts on someone submitting a form.

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.

## Run it in n8n

- **Create your n8n account** Free to start. n8n is where the workflow runs. [Create an n8n account ↗](https://millionrounds.com/n8n)
- **Download the workflow** Free with a Millionrounds account. [Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Ffind-and-score-linkedin-b2b-leads-with-bright-data-and-opena)
- **Paste it into n8n** Open a new workflow in n8n and paste. Then connect your own accounts.

Stored with the author's traces removed: canvas notes, instance identifiers, saved credential names and any live document they had left behind.

## Connects to

Each opens the other workflows that use it.

[Google Sheets](https://millionrounds.com/workflows?service=Google+Sheets#library)[Slack](https://millionrounds.com/workflows?service=Slack#library)

## Workflows like it

Also lead generation, with the same services where possible, closest in size first.

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- [**Deep Multiline Icebreaker Generator** 19 steps · calls a model · Google Sheets](https://millionrounds.com/workflow/deep-multiline-icebreaker-generator)