Intrusive pop-ups and interstitials are overlays that interrupt the user's browsing experience. They can be reduced by using less intrusive design variations such as exit-intent pop-ups, timing-based pop-ups, or using smaller and less obtrusive interstitials that do not disrupt the user's interaction with the website.