I do not know if the sand you have in the link would be any good or not. As Bang Guy points out it may have sharp edges and if it does it will not only be harmful to your inverts but if some of the grains get caught in between a cleaning magnet you'll scratch the heck out of your glass.
Here are my suggestions:
Back off for now and don't worry about doing the change tonight.
There are lots of good Ohio members on this board and I'm sure some of them would be able to look around for the southdown,yardright, old castle playsand for you. In fact SammyStingray and Ryebread might know where you can get it I'm not sure.
Kip has used silica sand but I'm not sure which type he used, quickcrete or what, you can ask him about it or look up quickcrete posts ( or is it quickrete, not sure).
Any doubts about the sand you have now run a magnet through it and see if any stray metals are attracted.
Get some wet and see just how dark it is, many have changed over sands because of how dark the old silica sand was.
IMO you have not exausted your possiblilities yet. Start a thread Ohio Reefers need Southdown and ask.
Thomas