The CD was derived from the Laserdisc, but specifically designed to be a portable music format. They came out around the same time, and both were made by the same people, so there was no reason for the laserdisc manufacturers to make a music-only laserdisc.
Also, the first laserdiscs actually had analog audio. They didn't adopt digital, CD style audio until later.