Shrink the file size.
It depends on the quality level you choose — balanced mode keeps visual quality largely intact while noticeably shrinking the file size.
It varies with the file's content (especially how image-heavy it is); scanned PDFs typically see the biggest reductions.
Yes, though the size savings on text-heavy PDFs tend to be more modest than on image-heavy ones.