The difference is that, unless they have been scammed by traffickers, every one of these workers chose that fate over a worse fate.
If you're buying a phone, or some produce, or pick something out of a shelf, you don't have blood on your hands, you have contributed to someone's life being a little better than it would otherwise have been.