Mine seemed to have pulled knowledge based on things I've mentioned in reviews. Otherwise it just seems to be pretty mundane for things like order history...yep, someone with a dog profile picture and who occasionally orders dog products may in fact, have a dog. The thing it gets tripped up on is things ordered for my kids or relatives from my account (but aren't necessarily gifts or shipped elsewhere)