You can't, they eliminate it from the web. This is real shame in my opinion. People can sale stolen items and then the evidence is eliminated for ever. I think they can be court ordered to show there...
You could find old American Apparel Ads online at their website. Just browse through the ads. Also you may be able to find the ads in old magazines from the past.