Thank you Cyrus. I thought it would be obvious that this isn't a practical tactic a reputable brand could risk doing.
You misled people and breached their privacy. This is as simple as it gets, even if it was for an experiment (though leaving the site online in some other form still raises a lot of question marks..).
My advice for you is to perform future experiments locally, not on the web and make sure people participating in your experiment are aware.