# Find competitor feature gaps from app reviews with Bright Data: n8n workflow

> Started by a clock, and works across Google Sheets and Slack. It hands the judgement calls to OpenAI.

Source: https://millionrounds.com/workflow/find-competitor-feature-gaps-from-app-reviews-with-bright-da (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)

# Find competitor feature gaps from app reviews with Bright Data

Started by a clock, and works across Google Sheets and Slack. It hands the judgement calls to OpenAI. 23 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%2Ffind-competitor-feature-gaps-from-app-reviews-with-bright-da)

**23 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 3 Model 2 Logic 11 Service 7

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

- 1 **Every Monday Morning** Schedule trigger *Starts it*
- 2 **Or Run It Now** Manual trigger *Starts it*
- 3 **Model** Lm Chat Open Ai *Model*
- 4 **If The Run Fails** Error trigger *Starts it*
- 5 **Settings** Set *Logic*
- 6 **Name Each Feature** Chain Llm *Model*
- 7 **Say It Broke** Slack *Service*
- 8 **Plan The Crawls** Code *Logic*
- 9 **Match Against What You Ship** Code *Logic*
- 10 **Ask Both Stores For Reviews** Http Request *Service*
- 11 **Build The Report** Code *Logic*
- 12 **Wait For The Crawls** Wait *Logic*
- 13 **One Row Per Quote** Split Out *Logic*
- 14 **Send The Scorecard** Slack *Service*
- 15 **Ask If They Are Done** Http Request *Service*
- 16 **Log The Requests** Google Sheets *Service*
- 17 **Ready Or Try Again** Code *Logic*
- 18 **Crawls Finished?** If *Logic*
- 19 **Download The Reviews** Http Request *Service*
- 20 **Put Both Stores Together** Code *Logic*
- 21 **Find The Asks** Code *Logic*
- 22 **Anybody Asking?** If *Logic*
- 23 **Nobody Asked For Anything** Slack *Service*

## How it's built

- **Starts on:** A clock
- **Steps:** 23, with 2 branches, 1 loop or waits
- **Size:** Large: read it before trusting it with anything live
- **Connects to:** Google Sheets, Slack
- **Model:** OpenAI

## Questions

What does it need to run?

An n8n account, plus your own Google Sheets and Slack 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?

Take your time. At 23 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 23 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%2Ffind-competitor-feature-gaps-from-app-reviews-with-bright-da)
- **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)[Slack](https://millionrounds.com/workflows?service=Slack#library)

## Workflows like it

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

- [**Automate LinkedIn engagement with OpenRouter and Google Sheets** 23 steps · calls a model · Google Sheets, Telegram](https://millionrounds.com/workflow/automate-linkedin-engagement-with-openrouter-and-google-shee)
- [**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)
- [**Community insights with Qdrant and Python** 23 steps · calls a model · Google Sheets, Qdrant](https://millionrounds.com/workflow/community-insights-with-qdrant-and-python)
- [**Contract extraction, risk analysis & compliance automation** 23 steps · calls a model · Gmail, Postgres](https://millionrounds.com/workflow/contract-extraction-risk-analysis-and-compliance-automation)
- [**IPhone scraping + AI evaluation + Google Sheets & Airtable** 23 steps · calls a model · Airtable, Gmail](https://millionrounds.com/workflow/iphone-scraping-ai-evaluation-google-sheets-and-airtable)
- [**LinkedIn Auto-Engagement with OpenRouter and Google Sheets** 23 steps · calls a model · Google Sheets, Telegram](https://millionrounds.com/workflow/linkedin-auto-engagement-with-openrouter-and-google-sheets)