Two ideas:

• An intermediate step between a direct POST and using Firefox would be automating your Firefox with WWW::Mechanize::Firefox. This might give a hint whether there's some Javascript happening in Firefox which you didn't mimic yet.
• Also, some websites don't like robots, so you might carefully set your user agent's identification to that of your Firefox.

Good luck!