Nielsen and Ipsos proves that attention differs across screens and mere exposure to your ad is not enough. Your ads need to be noticed, watched, and heard to maximize impact.
Do people pay attention to TV ads?
I have a few statistics that will help you easily understand the science of ads
Attention of users - TV vs. YouTube
Ad with sound vs. Ads without sound and subtitles