if you have a lot of fake traffic then ads on your site will have an even worse conversion rate than normal?
Yes, if you only count purchase/sale conversions
Maybe no, if you also count clickthrough and view conversions, perhaps even lead conversions sometimes (because fake sign ups are possible).
But you’re right. Purchase conversions are one incentive