How do I check if a post has a term with a particular ancestor/parent?

It sounds like you’re looking for get_ancestors(). In your case, something like get_ancestors( $term_id, 'product_cat', 'taxonomy' ); should get an array of ancestor (parent, grandparent, etc) IDs for a given $term_id.

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