Two points:

Mozilla is pumping out mostly user facing open source software, which will probably attract less money than, say, Red Hat.

Also, it's not that no company except Google is backing them. It's that they get a huge amount of money from their search box - currently paid by Google. Microsoft might well be happy to become the default and pay just as much.