Features ranked in descending order of importance (first entry being most important to me)

1) face recognition (with confidence value) [faces_recognize]

2) save tags/people to own namespace [tags_save]

3) get list of photos a person, or group of people are in [tags_get]

4) import feature to take face.com's discovered values

And for the service not to sold and then shut down.