The command is:
wget -r -np -l 1 -A zip http://example.com/download/
Options meaning:
-r, --recursive specify recursive download.
-np, --no-parent don't ascend to the parent directory.
-l, --level=NUMBER maximum recursion depth (inf or 0 for infinite).
-A, --accept=LIST comma-separated list of accepted extensions.