I have TredPros (the Aussie made, $100 cheaper equivalent) and I mount them up on my Leitner Designs bed rack (using MaxTrax mounting pins). Nothing but positive things to say about it.
You could get some shelving brackets from home depot, mount them to where your mounts are now, and mount the racks right above your wheel wells so they sit flat.