When you save an image from a website onto your computer you will have it safe for all time. If the website disappears you will still have the image. So, when you find a photo of something you want to make or buy, why not save it?
Be aware that the copyright in the image remains with the original creator. You cannot use this image for any commercial purpose but this process is handy when you want to keep the photo for personal reference.