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> how does one actually go about finding an unfulfilled niche?

Start with things you already have some domain knowledge of (better even, try to find unrelated things you know about that overlap in interesting ways and where few people have domain knowledge of both) ;

find what problems/frustrations practitioners in that field have and do your best to solve one of them in a very immediate, low cost of adoption way;

fail fast .




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