The next “visual search” is Eye Search, an illustrated search interface that was designed using just AJAX and Flash. Before you click through to a website, you really ought to know what it looks like before hand.
Screenshots of these webpages are provided for you in the results page. You can think of Eye Search as a mashed up version of Google Suggestions, Yahoo! Search and those handy Alexa Webshots which help eliminate the guessing game before clicking a URL.
Eyesearch.org In Their Own Words
Eye Search is a visual search interface built using AJAX and Flash. Eye Search is a “mash-up” Alexa WebShots, Google Suggestions and Yahoo Search.
Screenshots of web pages allow you to visualize web sites prior to clicking. Searching via Eye Search reduces your guess work and minimizes surprises, you always have a good idea what to expect.
We’re not alone in believing that screenshots can improve searching, according to a recent Thumbshots.org Survey over 90% of users would like to see thumbnails in their favorite search engine
Why Eyesearch.org It Might Be A Killer
Though this isn’t the first visual search using screenshots to portray web results, Eye Search is quick and relevant, and also with a Google Suggestions type tool to help you find even more relevant content. I am not sure about the authenticity of the Thumbshots survey, but I can definitely see why most people would prefer to see a preview of the website before clicking through. In this sense, Eye Search could easily do very well.
Some Questions About Eyesearch.org
How will they compete with other websites also providing visual searches, how will they convert users from the omnipotent Google? 
