When is an AI tool idea actually worth building?

[Anthony]

I have a few AI tool ideas that sound useful in my head, but I can’t tell whether they solve a real problem or just seem cool because AI is involved. Do you look for people already asking for a solution, or build a small version first and see if anyone uses it? ?