How to modify the search result display of Drupal search box?

I want to use Drupal's search box to display some videos I have in a video gallery made with Views module. But the problem is when I use it it only shows the link to the video and some extra non-important information like date and hour but I just want to show the thumbnail and the title of the video. The interesting part is that the search module also seems to utilize some sort of gallery programming because it has pages. I thing it was smart to exist a lot of more settings for this so much important search box too. How else can I modify the manner the results are displayed?