The best supplements I've taken for sleep have been anti-inflammatories like combos of White Willow Bark & Devil's Claw, and now I'm on high dose Niacin.

This is in addition to blocking blue light at sunset and sleeping with a sleeping mask. I've run across no supplement strategies that help sleep long-term. You have to address the underlying issues.