# Scrape product prices and send GPT-4o-mini insights: n8n workflow

> Started by a clock, and works across Gmail and Google Sheets. It hands the judgement calls to OpenAI. 15 steps: a working afternoon to understand properly.

Source: https://millionrounds.com/workflow/scrape-product-prices-and-send-gpt-4o-mini-insights (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)

# Scrape product prices and send GPT-4o-mini insights

Started by a clock, and works across Gmail and Google Sheets. It hands the judgement calls to OpenAI. 15 steps: a working afternoon to understand properly.

Medium Calls a model: OpenAI

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fscrape-product-prices-and-send-gpt-4o-mini-insights)

**15 steps** Medium: a working afternoon

**0** Branches: places the flow splits

**0** Loops or waits

**2** Services it connects to

## The flow

Starts it 1 Model 2 Logic 8 Service 4

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

- 1 **1. Schedule Trigger, Daily 9AM** Schedule trigger *Starts it*
- 2 **OpenAI, GPT-4o-mini Model** Lm Chat Open Ai *Model*
- 3 **2. HTTP, Fetch Website HTML** Http Request *Service*
- 4 **10. AI Agent, Price Analysis** Agent *Model*
- 5 **3. HTML, Extract All Products** Html *Logic*
- 6 **12. Merge, Combine AI and CSV** Merge *Logic*
- 7 **4. Split Out, One Product at a Time** Split Out *Logic*
- 8 **13. Code, Merge CSV and AI for Email** Code *Logic*
- 9 **5. HTML, Extract Title and Price** Html *Logic*
- 10 **14. Gmail, Send Report and CSV** Gmail *Service*
- 11 **6. Sort, By Price Descending** Sort *Logic*
- 12 **7. Code, Add Date and Clean Price** Code *Logic*
- 13 **8. Google Sheets, Save Products** Google Sheets *Service*
- 14 **9. Code, Compile for AI and Stats** Code *Logic*
- 15 **11. Convert to CSV File** Convert To File *Service*

## How it's built

- **Starts on:** A clock
- **Steps:** 15
- **Size:** Medium: a working afternoon
- **Connects to:** Gmail, Google Sheets
- **Model:** OpenAI

## Questions

What does it need to run?

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

What starts it?

It starts on a clock.

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. 15 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 15 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%2Fscrape-product-prices-and-send-gpt-4o-mini-insights)
- **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.

[Gmail](https://millionrounds.com/workflows?service=Gmail#library)[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 RAG workflow for stock earnings report analysis** 15 steps · calls a model · Google Docs, Google Drive](https://millionrounds.com/workflow/ai-powered-rag-workflow-for-stock-earnings-report-analysis)
- [**Analyze Facebook comment sentiment with OpenAI and Slack** 15 steps · calls a model · Google Sheets, Outlook](https://millionrounds.com/workflow/analyze-facebook-comment-sentiment-with-openai-and-slack)
- [**Analyze YouTube comments sentiment & keywords with Gemini** 15 steps · calls a model · Google Sheets, Telegram](https://millionrounds.com/workflow/analyze-youtube-comments-sentiment-and-keywords-with-gemini)
- [**Analyze brand competitors with Decodo and Gemini** 15 steps · calls a model · Google Sheets, Telegram](https://millionrounds.com/workflow/analyze-brand-competitors-with-decodo-and-gemini)
- [**Analyze competitor Instagram engagement with Bright Data** 15 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/analyze-competitor-instagram-engagement-with-bright-data)
- [**And extract reports from websites with OpenAI** 15 steps · calls a model · Google Sheets](https://millionrounds.com/workflow/and-extract-reports-from-websites-with-openai)