I don't think its creepy if the person using the phone wants to be tracked.
That said - its probably not going to help much. I could only see some kind of freak accident where you've fallen and knocked your head and then your tracking pal could find you. Unless the battery runs out, or they've gone shopping and forgotten about you. Its a neat app but very limited use for 99.9% of runners.