AppEngine is (especially) nice for hobby projects fitting into the free quota. Although the concept is generally great, for commercial use there are some frustrating restrictions, such as lack of support for naked domains, which nailed my decision to go with Tornado + MongoDB + <your-favorite-cloud-hosting>.
(For non-commercial use this limitation may be more acceptable, but if you are seriously launching a commercial service, you probably want to freely choose your domain.)