# Track competitor App Store listing changes with Bright Data: n8n workflow

> Started by a clock, and works across Slack and n8n data table. It hands the judgement calls to OpenAI.

Source: https://millionrounds.com/workflow/track-competitor-app-store-listing-changes-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)

# Track competitor App Store listing changes with Bright Data

Started by a clock, and works across Slack and n8n data table. It hands the judgement calls to OpenAI. 22 steps, 2 branches, 1 loop or waits: large, and worth reading before you trust it with anything live.

Large Calls a model: OpenAI

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Ftrack-competitor-app-store-listing-changes-with-bright-data)

**22 steps** Large: read it before trusting it with anything live

**2** Branches: places the flow splits

**1** Loop or waits

**2** Services it connects to

## The flow

Starts it 1 Model 2 Logic 13 Service 6

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

- 1 **Check Every Monday** Schedule trigger *Starts it*
- 2 **Listing Analyst** Lm Chat Open Ai *Model*
- 3 **Settings** Set *Logic*
- 4 **Explain The Change** Chain Llm *Model*
- 5 **Build The App List** Code *Logic*
- 6 **Build The Digest** Code *Logic*
- 7 **Ask The App Store** Http Request *Service*
- 8 **Post The Digest** Slack *Service*
- 9 **Check The Job Started** Code *Logic*
- 10 **Wait For The Store** Wait *Logic*
- 11 **Check The Snapshot** Http Request *Service*
- 12 **Count The Polls** Code *Logic*
- 13 **Listings Ready?** If *Logic*
- 14 **Download The Listings** Http Request *Service*
- 15 **Read Each Listing** Code *Logic*
- 16 **Read Last Week** Data Table *Service*
- 17 **Find What Changed** Code *Logic*
- 18 **Remember This Week** Data Table *Service*
- 19 **Summarise The Week** Code *Logic*
- 20 **Anything Change?** If *Logic*
- 21 **One App At A Time** Split Out *Logic*
- 22 **Quiet Week** No Op *Logic*

## How it's built

- **Starts on:** A clock
- **Steps:** 22, with 2 branches, 1 loop or waits
- **Size:** Large: read it before trusting it with anything live
- **Connects to:** Slack, n8n data table
- **Model:** OpenAI

## Questions

What does it need to run?

An n8n account, plus your own Slack account, 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?

Take your time. At 22 steps it is large: read it before trusting it with anything live.

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 22 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%2Ftrack-competitor-app-store-listing-changes-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.

## Connects to

Each opens the other workflows that use it.

[Slack](https://millionrounds.com/workflows?service=Slack#library)[n8n data table](https://millionrounds.com/workflows?service=n8n+data+table#library)

## Workflows like it

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

- [**AI-powered viral trend analysis for TikTok and Instagram** 22 steps · calls a model · Gmail, Google Sheets](https://millionrounds.com/workflow/ai-powered-viral-trend-analysis-for-tiktok-and-instagram)
- [**Audit AI decisions and route risks with OpenAI and Slack** 22 steps · calls a model · Email, Slack](https://millionrounds.com/workflow/audit-ai-decisions-and-route-risks-with-openai-and-slack)
- [**Automate satellite data analysis and regulatory reporting** 22 steps · calls a model · Email, Postgres](https://millionrounds.com/workflow/automate-satellite-data-analysis-and-regulatory-reporting)
- [**Validate emissions data and generate carbon compliance reports** 22 steps · calls a model · n8n data table](https://millionrounds.com/workflow/validate-emissions-data-and-generate-carbon-compliance-repor)
- [**Find broken links and redirect chains from sitemaps with Slack** 22 steps · Slack, n8n data table](https://millionrounds.com/workflow/find-broken-links-and-redirect-chains-from-sitemaps-with-sla)
- [**Automate privacy risk detection, approvals, and audit reports** 23 steps · calls a model · Gmail, Slack](https://millionrounds.com/workflow/automate-privacy-risk-detection-approvals-and-audit-reports)