This ad has to be a come on. If you looked at this link, you would have seen a link to the listing website which refers to $500 as a deposit and the listing agents contact info which I include here:
Give the guy a call. I hardly think there is a $500 1 bedroom apartment rental on the island of Manhattan. You need to get with a broker, full stop. Good luck.