As US metal flights wind to a close, I'd like to issue one more public Thank You to robotdinosaur.
The tool did lose some usefulness once US started blocking an F seat until closer to departure, but in all, between my girlfriend and I, we probably scored a dozen or so upgrades thanks to the Notifly app that we wouldn't have gotten otherwise.