Hi Troy,
Thank you very much for your kind words!
I assume you are reffering to the shop page search. In that case the plugin is added to the WooCommerce shop page (which is kind of an archive page), and the shop page live filtering is enabled.
This feature is available also for post type, category and taxonomy archive pages too.
Another different example is the woocommerce search, where we are using the plugin results container to display the results. I would rather recommend using it this way, as you have a singular page on the given URL.
For that setup you can follow this tutorial, it will explain everything step by step.