When I signed up for ad companies they initially showed normal, ad-looking ads. Somewhere down the line it became "Click here" red buttons that used transparent backgrounds so it looked like a button on my site.
It could be the case that the website doesn't know their ad company is allowing these ads.
It could be the case that the website doesn't know their ad company is allowing these ads.