WooCommerce pagination: remove ‘page’ from url

If you go into the control panel, into settings and then to the “Permalink”-section, you can simply put a “.” in the category-base field, which will remove any additions made to the actual URL.

Alternatively: Did you even set a custom URL-structure for your permalinks? This is obviously the first

Disclaimer: I’m not sure it works for WooCommerce.