Ahh, okay. 

Sparsify is verb form of sparse noun. 

In tech context, a sparse file is one that is smaller on disk than stated size, by taking advantage of filesystem sparse file support. 

In my case, it would mean my 64GB qcow2 QEMU disk image, after zero fill, would be only about 4GB on disk.