No, if you just marry a US citizen you get nothing - you cannot even work without a visa or green card.

Of course being married to a US citizen gets you looked on more favourably when you are applying for green cards, residency and citizenship, but it is still all up to you to apply for them.

Also, I did hear that having an American child (just needs to be born here) makes things easier still.