of course you can ask for discount. but don't mention eBay as the reference for the prices.
The more expensive watch the more discount you can get. Especially if it's slow mover.
Also you can ask for free Rolex memorabilia or some gift with your watch.
Once I asked for free pare of other watch. But was offered pack of condoms.