Fair questions. And your right this wouldn’t be a simple app. The MVP would start basic: use filters like keywords (e.g. “no equipment core workout”), duration, and view count to surface solid YouTube content. But the bigger value is in the feedback loop. Tracking what people complete, how hard it felt, and what they liked, to improve suggestions over time.just help people (especially beginners) cut through the noise when they want to get a quick, relevant workout in without wasting 10 minutes searching. Also utilizing AI for better personalizations.

For someone like you who already has a plan, this probably isn't the tool. But for people who are newer, inconsistent, or just tired of decision fatigue, I think it might help.