Only take internet advice from .edu, .org, and reputable growers. Skip the blogs and the 10 million youtubes. Check the credentials of the people giving the advice.
Hydrogen peroxide is water with an extra oxygen molecule. When it is added to water, it sheds the extra oxygen molecule so, for a bit, the water is extra oxygenated. It only takes a drop or 2 and the water needs to be changed daily and the drop or 2 re-added.
If you want to oxygenate the water more efficiently, try an aquarium airstone. That would add oxygen by constanting stirring the water.