# Generate company research database with Tavily: n8n workflow

> Started by an event in a connected app, and works across Google Sheets. It puts OpenAI behind a retrieval step, so answers are drawn from documents you...

Source: https://millionrounds.com/workflow/generate-company-research-database-with-tavily (Millionrounds; every figure on the page links to its filing or article)

[Automation library](https://millionrounds.com/workflows) · [Research and reporting](https://millionrounds.com/workflows?category=Research+and+reporting#library)

# Generate company research database with Tavily

Started by an event in a connected app, and works across Google Sheets. It puts OpenAI behind a retrieval step, so answers are drawn from documents you supply rather than from the model alone. 8 steps: small enough to read in one sitting and change without fear.

Small Calls a model: OpenAI Retrieval

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fgenerate-company-research-database-with-tavily)

**8 steps** Small: readable in one sitting

**0** Branches: places the flow splits

**0** Loops or waits

**1** Service it connects to

## The flow

Starts it 1 Model 3 Logic 1 Service 3

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

- 1 **OpenAI Chat Model** Lm Chat Open Ai *Model*
- 2 **Simple Memory** Memory Buffer Window *Model*
- 3 **tavily_search_news** Tavily Tool *Service*
- 4 **tavily_search_general** Tavily Tool *Service*
- 5 **JotForm Trigger** Jot Form trigger *Starts it*
- 6 **AI Agent** Agent *Model*
- 7 **Format Research for Sheets** Code *Logic*
- 8 **Log Research Results** Google Sheets *Service*

## How it's built

- **Starts on:** An event in a connected app
- **Steps:** 8
- **Size:** Small: readable in one sitting
- **Connects to:** Google Sheets
- **Model:** OpenAI
- **Retrieval:** Answers are drawn from documents you supply, not from the model alone

## 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. Its answers draw on documents you give it, not on the model alone. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Not long. At 8 steps it can be read in one sitting and changed without fear.

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 8 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%2Fgenerate-company-research-database-with-tavily)
- **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 research and reporting, with the same services where possible, closest in size first.

- [**AI-Powered Daily Call Analytics & Executive Reporting** 8 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/ai-powered-daily-call-analytics-and-executive-reporting)
- [**Analyze and summarize Google Reviews with SerpAPI and OpenAI** 8 steps · calls a model · Google Sheets](https://millionrounds.com/workflow/analyze-and-summarize-google-reviews-with-serpapi-and-openai)
- [**Automate call center sentiment analysis with OpenAI** 8 steps · calls a model · Google Sheets](https://millionrounds.com/workflow/automate-call-center-sentiment-analysis-with-openai)
- [**Automate monthly Google Ads performance analysis with OpenAI** 8 steps · calls a model · Google Sheets, Slack](https://millionrounds.com/workflow/automate-monthly-google-ads-performance-analysis-with-openai)
- [**Automated LinkedIn profile summaries with OpenAI** 8 steps · calls a model · Google Sheets](https://millionrounds.com/workflow/automated-linkedin-profile-summaries-with-openai)
- [**Create daily professional work reports from Google Sheets** 8 steps · calls a model · Google Docs, Google Sheets](https://millionrounds.com/workflow/create-daily-professional-work-reports-from-google-sheets)