# Suggest SEO internal links with Google Search Console: n8n workflow

> Started by an event in a connected app, and works across Google Sheets. It hands the judgement calls to OpenRouter.

Source: https://millionrounds.com/workflow/suggest-seo-internal-links-with-google-search-console (Millionrounds; every figure on the page links to its filing or article)

[Automation library](https://millionrounds.com/workflows) · [Content](https://millionrounds.com/workflows?category=Content#library)

# Suggest SEO internal links with Google Search Console

Started by an event in a connected app, and works across Google Sheets. It hands the judgement calls to OpenRouter. 14 steps: a working afternoon to understand properly.

Medium Calls a model: OpenRouter

[Download free](https://millionrounds.com/login?next=%2Fapp%2Fworkflow%2Fsuggest-seo-internal-links-with-google-search-console)

**14 steps** Medium: a working afternoon

**0** Branches: places the flow splits

**0** Loops or waits

**1** Service it connects to

## The flow

Starts it 1 Model 3 Logic 6 Service 4

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

- 1 **Run** Manual trigger *Starts it*
- 2 **Claude (OpenRouter)** Lm Chat Open Router *Model*
- 3 **Config** Set *Logic*
- 4 **Suggest Internal Links** Chain Llm *Model*
- 5 **Suggestions Schema** Output Parser Structured *Model*
- 6 **GSC Queries** Http Request *Service*
- 7 **Validate & Dedupe** Code *Logic*
- 8 **Fetch Sitemap** Http Request *Service*
- 9 **Append Suggestions to Sheet** Google Sheets *Service*
- 10 **Parse Sitemap XML** Xml *Logic*
- 11 **Extract Page URLs** Code *Logic*
- 12 **Limit Pages** Limit *Logic*
- 13 **Crawl Page** Http Request *Service*
- 14 **Build Map + Orphans** Code *Logic*

## How it's built

- **Starts on:** An event in a connected app
- **Steps:** 14
- **Size:** Medium: a working afternoon
- **Connects to:** Google Sheets
- **Model:** OpenRouter

## Questions

What does it need to run?

An n8n account, plus your own Google Sheets account, and a key for OpenRouter. 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 OpenRouter. Model calls are billed by the provider, not by n8n.

How long does it take to set up?

Plan an afternoon. 14 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 14 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%2Fsuggest-seo-internal-links-with-google-search-console)
- **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)

## Workflows like it

Also content, with the same services where possible, closest in size first.

- [**AI SEO content brief generator from keyword with SERP** 14 steps · calls a model · Google Sheets](https://millionrounds.com/workflow/ai-seo-content-brief-generator-from-keyword-with-serp)
- [**AI-driven Instagram reels creation and publishing with OpenAI** 14 steps · calls a model · Google Sheets, Slack](https://millionrounds.com/workflow/ai-driven-instagram-reels-creation-and-publishing-with-opena)
- [**AI-generated LinkedIn posts with OpenAI and GoToHuman** 14 steps · calls a model · Google Sheets](https://millionrounds.com/workflow/ai-generated-linkedin-posts-with-openai-and-gotohuman)
- [**AI-powered SEO content optimization with SERP and Slack** 14 steps · calls a model · Google Sheets, Pinecone](https://millionrounds.com/workflow/ai-powered-seo-content-optimization-with-serp-and-slack)
- [**Altcoin news to LinkedIn posts with DeepSeek and Google Sheets** 14 steps · calls a model · Google Sheets, LinkedIn](https://millionrounds.com/workflow/altcoin-news-to-linkedin-posts-with-deepseek-and-google-shee)
- [**Article to LinkedIn post generator with Telegram and OpenAI** 14 steps · calls a model · Google Sheets, Telegram](https://millionrounds.com/workflow/article-to-linkedin-post-generator-with-telegram-and-openai)