Should I select only the last child product category?

you need to select the category where you want to show the product. if you are selecting parent category then product will show on parent page.
and if you are selecting child category product will only show in child pages of shop.

What you need to do here select both parent and child category , so product will show in parent page with number of count and child page of shop too.

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