I'm planning to have have a premium area where paying users can get access to quality icons.
You can see the growth compared to Dropbox.com and Ycombinator.com: http://icnf.me/brcjhH
No matter how good a search engine like yours is, most of its users will be at least partially unsatisfied, and you may be able to turn that into an advantage. It might also be a good way to stand out from the copycat sites.