Scalability issues, no interest from commercial ISPs (I suspect). It was the precursor to modern multicast routing protocols (PIM), but its still a challenge to run large multicast networks today.
Unicast (with CDN's) just won because it so much simpler. Multicast today is mostly used by ISPs for their own IPTV services.