There is an organic version of Preen; it does need to be applied a little more often but either type of Preen sure saves a lot of work.
When I clean a new area, I apply Preen and water it in, then add the landscape fabric and mulch and apply a bit more Preen and water again. Sure, it's over kill, but it beats missing a spot.