# Extract & summarize Indeed company info with Bright Data: n8n workflow

> Started by an event in a connected app. It calls services over plain HTTP rather than through connectors. It hands the judgement calls to Gemini.

Source: https://millionrounds.com/workflow/extract-and-summarize-indeed-company-info-with-bright-data (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)

# Extract & summarize Indeed company info with Bright Data

Started by an event in a connected app. It calls services over plain HTTP rather than through connectors. It hands the judgement calls to Gemini. 13 steps: a working afternoon to understand properly.

Medium Calls a model: Gemini

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fextract-and-summarize-indeed-company-info-with-bright-data)

**13 steps** Medium: a working afternoon

**0** Branches: places the flow splits

**0** Loops or waits

**0** Services by connector: it calls them over plain HTTP

## The flow

Starts it 1 Model 7 Logic 2 Service 3

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

- 1 **When clicking ‘Test workflow’** Manual trigger *Starts it*
- 2 **Google Gemini Chat Model For Summarization** Lm Chat Google Gemini *Model*
- 3 **Google Gemini Chat Model** Lm Chat Google Gemini *Model*
- 4 **Google Gemini Chat Model for AI Agent** Lm Chat Google Gemini *Model*
- 5 **Initiate a Webhook Request** Tool Http Request *Model*
- 6 **Set Indeed Search Query** Set *Logic*
- 7 **Indeed Summarization** Chain Summarization *Model*
- 8 **Markdown to Textual Data Extractor** Chain Llm *Model*
- 9 **Indeed Expert AI Agent** Agent *Model*
- 10 **Perform Indeed Web Request** Http Request *Service*
- 11 **Initiate a Webhook Notification for Summarization** Http Request *Service*
- 12 **Convert Markdown to HTML** Markdown *Logic*
- 13 **Initiate a Webhook Notification for Markdown to HTML Response** Http Request *Service*

## How it's built

- **Starts on:** An event in a connected app
- **Steps:** 13
- **Size:** Medium: a working afternoon
- **Connects to:** Nothing by connector; it calls services over plain HTTP
- **Model:** Gemini

## Questions

What does it need to run?

An n8n account, and a key for Gemini. 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 Gemini. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 13 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 13 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%2Fextract-and-summarize-indeed-company-info-with-bright-data)
- **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.

## Workflows like it

Also research and reporting, with the same services where possible, closest in size first.

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- [**Analyze YouTube comments sentiment with Gemini** 13 steps · calls a model · Google Sheets](https://millionrounds.com/workflow/analyze-youtube-comments-sentiment-with-gemini)
- [**Analyze competitor pricing and feature changes with Gemini** 13 steps · calls a model](https://millionrounds.com/workflow/analyze-competitor-pricing-and-feature-changes-with-gemini)
- [**Analyze domain keyword rankings and summarize with SE Ranking** 13 steps · calls a model · Google Sheets, n8n data table](https://millionrounds.com/workflow/analyze-domain-keyword-rankings-and-summarize-with-se-rankin)
- [**Automate Instagram engagement & sentiment analysis with OpenAI** 13 steps · calls a model · Google Sheets, Outlook](https://millionrounds.com/workflow/automate-instagram-engagement-and-sentiment-analysis-with-op)
- [**Automate assignment grading with OpenAI** 13 steps · calls a model](https://millionrounds.com/workflow/automate-assignment-grading-with-openai)