Searchanise Search & Filter

If you want 100% complete control over the search page, don't use an app. However, if you want to get something that looks quite alright and works as it's supposed to, then Searchanise is the right app. Has quite a lot of options to choose from, and best of all, it doesn't require adding custom code to the theme.