I think you can indeed get attracted to people via their profile and chats, but it's not a relationship or dating, that's just testing the waters. And I agree, the chemistry/attraction can completely disappear when you meet in the flesh. I've even had the opposite, not found the person particularly attractive on his pics, but there was tons of chemistry when we met in the flesh!
Although online dating does work, some people just on this site are living proofs