Google Play Store: Browsing with Firefox is no longer supported on Android

When I try to open play.google.com from Firefox on my Android device I get:

  This browser is no longer supported.

  Please use the Google Play Store app to access Google Play.

My Firefox version is 35.0, which is the latest version for Android. So it looks like the walls are going up around that particular garden as well.