# Automate commercial real estate monitoring with ScrapeGraphAI: n8n workflow

> Started by an event in a connected app, and works across Mailchimp and Notion. 15 steps, 2 branches, 2 loops or waits: a working afternoon to understand...

Source: https://millionrounds.com/workflow/automate-commercial-real-estate-monitoring-with-scrapegrapha (Millionrounds; every figure on the page links to its filing or article)

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

# Automate commercial real estate monitoring with ScrapeGraphAI

Started by an event in a connected app, and works across Mailchimp and Notion. 15 steps, 2 branches, 2 loops or waits: a working afternoon to understand properly.

Medium

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fautomate-commercial-real-estate-monitoring-with-scrapegrapha)

**15 steps** Medium: a working afternoon

**2** Branches: places the flow splits

**2** Loops or waits

**2** Services it connects to

## The flow

Starts it 1 Logic 9 Service 5

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

- 1 **Start Workflow** Manual trigger *Starts it*
- 2 **Prepare Target URLs** Code *Logic*
- 3 **Loop URLs** Split In Batches *Logic*
- 4 **Scrape Listing Page** Scrapegraph Ai *Service*
- 5 **Flatten Listings** Code *Logic*
- 6 **Loop Listings** Split In Batches *Logic*
- 7 **Validate & Enrich** Code *Logic*
- 8 **Has Error?** If *Logic*
- 9 **Log Error** Code *Logic*
- 10 **Affordable?** If *Logic*
- 11 **Save to Notion** Notion *Service*
- 12 **Prepare Mailchimp Content** Set *Logic*
- 13 **Create Campaign** Mailchimp *Service*
- 14 **Set Campaign Content** Mailchimp *Service*
- 15 **Send Campaign** Mailchimp *Service*

## How it's built

- **Starts on:** An event in a connected app
- **Steps:** 15, with 2 branches, 2 loops or waits
- **Size:** Medium: a working afternoon
- **Connects to:** Mailchimp, Notion
- **Model:** None. This is plumbing, not judgement

## Questions

What does it need to run?

An n8n account, plus your own Mailchimp and Notion accounts. 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?

No. Every step is fixed logic or a call to a service, so it does the same thing every time.

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%2Fautomate-commercial-real-estate-monitoring-with-scrapegrapha)
- **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.

[Mailchimp](https://millionrounds.com/workflows?service=Mailchimp#library)[Notion](https://millionrounds.com/workflows?service=Notion#library)

## Workflows like it

Also alerts and monitoring, with the same services where possible, closest in size first.

- [**Audit Notion wiki health and send weekly digests to Slack** 15 steps · Notion, Slack](https://millionrounds.com/workflow/audit-notion-wiki-health-and-send-weekly-digests-to-slack)
- [**Automated failed login detection with Jira and Slack** 15 steps · Jira, Notion](https://millionrounds.com/workflow/automated-failed-login-detection-with-jira-and-slack)
- [**Monitor YouTube channels and publish VideoDB AI summaries** 15 steps · Notion, RSS](https://millionrounds.com/workflow/monitor-youtube-channels-and-publish-videodb-ai-summaries)
- [**Weekly business & home task planner with Notion and Telegram** 15 steps · Email, Notion](https://millionrounds.com/workflow/weekly-business-and-home-task-planner-with-notion-and-telegr)
- [**Monitor competitors and generate market insights with Claude** 15 steps · calls a model · Gmail, Notion](https://millionrounds.com/workflow/monitor-competitors-and-generate-market-insights-with-claude)
- [**Project feedback triage (AI) – Q&A routing, notifications** 15 steps · calls a model · Gmail, Notion](https://millionrounds.com/workflow/project-feedback-triage-ai-q-and-a-routing-notifications)