That looks like felt material. I have one that is carpeted and it's very sturdy. (Not the one linked, but similar. There's many styles, but it will be a little pricier.) Link

Shop around different pet sites, so you can get the best deal. If you want to wait it out, sometimes Petco (assuming you are in the states) will have a $30 off $100 purchase offer...