# Enrich companies in Google Sheet with OpenAI and Crunchbase: n8n workflow

> Started by an event in a connected app, and works across Google Sheets. It hands the judgement calls to OpenAI.

Source: https://millionrounds.com/workflow/enrich-companies-in-google-sheet-with-openai-and-crunchbase (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)

# Enrich companies in Google Sheet with OpenAI and Crunchbase

Started by an event in a connected app, and works across Google Sheets. It hands the judgement calls to OpenAI. 20 steps, 1 branch: a working afternoon to understand properly.

Medium Calls a model: OpenAI

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fenrich-companies-in-google-sheet-with-openai-and-crunchbase)

**20 steps** Medium: a working afternoon

**1** Branch: places the flow splits

**0** Loops or waits

**1** Service it connects to

## The flow

Starts it 1 Model 3 Logic 9 Service 7

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

- 1 **When clicking "Test workflow"** Manual trigger *Starts it*
- 2 **OpenAI Chat Model** Lm Chat Open Ai *Model*
- 3 **Structured Output Parser** Output Parser Structured *Model*
- 4 **read company sheet** Google Sheets *Service*
- 5 **AI Agent** Agent *Model*
- 6 **Get crunchbase site** Http Request *Service*
- 7 **save structured informations** Google Sheets *Service*
- 8 **extract crunchbase url** Code *Logic*
- 9 **get crunchbase tech page** Http Request *Service*
- 10 **extract crunchbase tech information** Html *Logic*
- 11 **Parse crunchbase company** Code *Logic*
- 12 **extract relevant data** Set *Logic*
- 13 **clean crunchbase data** Code *Logic*
- 14 **save crunchbase informations** Google Sheets *Service*
- 15 **Valid LinkedIn** If *Logic*
- 16 **Merge** Merge *Logic*
- 17 **Scrap LinkedIn Company page** Http Request *Service*
- 18 **Extract LinkedIn Information** Html *Logic*
- 19 **Parse company JSON** Code *Logic*
- 20 **save linkedin informations** Google Sheets *Service*

## How it's built

- **Starts on:** An event in a connected app
- **Steps:** 20, 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. 20 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 20 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%2Fenrich-companies-in-google-sheet-with-openai-and-crunchbase)
- **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)

## Workflows like it

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

- [**AI-powered cold email outreach with OpenAI and Gmail** 20 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/ai-powered-cold-email-outreach-with-openai-and-gmail)
- [**Auto-respond and classify WhatsApp leads with Ollama AI** 20 steps · calls a model · Google Calendar, Google Sheets](https://millionrounds.com/workflow/auto-respond-and-classify-whatsapp-leads-with-ollama-ai)
- [**Automated LinkedIn lead generation & AI personalized outreach** 20 steps · calls a model · Google Sheets](https://millionrounds.com/workflow/automated-linkedin-lead-generation-and-ai-personalized-outre)
- [**Generate Dream 100 prospect lists with Perplexity AI** 20 steps · calls a model · Google Sheets, Slack](https://millionrounds.com/workflow/generate-dream-100-prospect-lists-with-perplexity-ai)
- [**Google Maps business scraper & lead enricher with Bright Data** 20 steps · calls a model · Google Sheets](https://millionrounds.com/workflow/google-maps-business-scraper-and-lead-enricher-with-bright-d)
- [**Intelligent Lead Response and Engagement Automation** 20 steps · calls a model · Gmail, Google Calendar](https://millionrounds.com/workflow/intelligent-lead-response-and-engagement-automation)