Amazon UK Subcategory Scraper Tool

I’m looking for a tool or script that can automatically scrape and collect all subcategory links from the Amazon UK website, starting from the main “Shop by Department” categories and working its way through all the subcategories and deeper layers (some categories go 6–8 levels deep). The tool needs to find and extract the correct link at each level – specifically the one that includes &page= in the URL, as this format is required for a follow-up process I run afterwards. It’s important that the script goes through every possible subcategory path and collects only the valid paginated links (not product pages or landing pages). Once all the links are collected, they should be organised into an Excel spreadsheet, with each row showing the link and ideally the category path or structure it came from. I’ll also provide a short video showing how I currently collect these links manually, along with examples of the correct link format. This tool is to fully automate that process. I’m looking for a tool or script that can automatically scrape and collect all subcategory links from the Amazon UK website, starting from the main “Shop by Department” categories and working its way through all the subcategories and deeper layers (some categories go 6–8 levels deep). The tool needs to find and extract the correct link at each level – specifically the one that includes &page= in the URL, as this format is required for a follow-up process I run afterwards. It’s important that the script goes through every possible subcategory path and collects only the valid paginated links (not product pages or landing pages). Once all the links are collected, they should be organised into an Excel spreadsheet, with each row showing the link and ideally the category path or structure it came from. I’ll also provide a short video showing how I currently collect these links manually, along with examples of the correct link format. This tool is to fully automate that process.