For years I picked up what I called "dirty quartz" until I finally got one wet. Turns out I was just collecting weirdly shaped mud clumps this whole time.
Found a plain river rock once that looked totally boring when dry. Got it wet in a puddle and suddenly all these rusty orange lines showed up, like a secret map. Made me look at every smooth stone differently after that (water is a great revealer, honestly).