Definitely!
With the caveat that this problem often persists even within the eyes of the customer. A lot of people would agree with the problem statement of, "I need something to help me keep track of what I have to do." But "I", "keep track of" and "what I have to do" varies widely in ways that the customer isn't aware of.
It's sort of like picking a place for a group of people to have dinner. A lot of people think they just want dinner until you say, "How about X" and then they realize their desires are much more specific.
That's been an important insight for me to understand. Describing something in terms of its features/how it works, you might say "photo sharing app". But this core feature could be wrapped, packaged, marketed, and described so many different ways: flickr, Instagram, Getty Images (!!), a scientific collaboration tool, etc.
"Task management" feels similar.