However to save other links (website links or any webpage) you need to install Save to Google extension for Chrome. Sadly, I could not verify whether this extension does save the searched resulted in the Save path Google provided.
Images you save in Google Image Search live here at google.com/save. Website links you save with the Save to Google extension for Chrome can also be found here. Tag your saved images and links to easily find them and stay organized.