dB is only confusing if people omit which quantities they are relating. If it's clear like in the case of dBm which relate to 1 mW, it's an awesome tool.
When in analog audio, it usually means dbV, relative to a reference voltage.
And in digital audio, usually dBFS - relative to the maximum amplitude that can be represented.
EDIT if you did let’s say approximate power, or measure and present the consumed power (as some systems do) you would still be in a situation about how to present this data. Do you present your users with a simple 1-10 (logarithmic) or a 10 digit display which sweeps over vast ranges of uninteresting values.
If you opted for a more compact scientific notation … well guess what that’s also logarithmic but in two parts LOL