Reading your P&L
Why is every percentage against net revenue?
So they can be compared and added. A set of percentages with different denominators cannot be reasoned about: a cost measured against gross revenue and another against net revenue are two numbers that only look like they belong on the same page.
The four exceptions are deliberate and labelled: price reductions and discount codes are measured against the ticket value of what was ordered, returns against gross revenue, and the tax rate against what tax was actually charged on.
Did this answer it? If not, a person who knows the product will.