I tried looking for tools that can help visualize the internal links on my website and couldn’t find any.. This made me build this workflow thatcan help map out your internal link structure for your website based on a given doman
How does this work?
We add a domain of choice
The custom code generates a sitemap for your website for the scraper
Our scraper runs and finds all the links within the website, both internal and external
It maps these links accordingly and creates a stunning dashboard that is then returned to the user
This process runs for a couple of minutes depending on the number of pages found on your site
The results?
Stunning mapping of your website, and how pages interlink
Easy to export structured data for the links
This can be used to replace expensive software’s and tools like screaming frog, site bulb etc free of charge
I used the HTTP Request node with some regex in a Function node to grab all internal links, then built a simple graph using data from Link and Page relationships.
I ran into the same challenge linking internal SEO data visually. What helped me a lot was looking at how AI affects search intent and content structure—this post gives some solid context: https://crowdo.net/blog/ai-search-where-are-we-what-can-we-do-about-it. It gave me a better idea of how to group pages with similar intent, which made the linking logic more clear in my n8n flow.
This is a really useful approach. Being able to visualize the internal link structure as a graph makes it much easier to identify poorly connected pages and areas where the site architecture could be improved. I especially like that the workflow starts with the sitemap and maps both internal and external links instead of relying only on manually entered URLs.
The exportable link data is another great feature, as it allows for further analysis beyond the visualization itself. There are already n8n workflows that extract internal links and identify potential linking opportunities, so this kind of visualization could be a valuable foundation for building a more complete internal linking workflow.
At friendlyrankers.com, we also focus on technical SEO, website structure, and strategic internal linking to help businesses improve their website organization and search visibility. Combining tools like this with automated link analysis could make internal linking audits much more efficient, especially for larger websites.
Nice work putting this together! It seems particularly useful for larger sites where manually tracking and managing the internal linking structure can become increasingly difficult.
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