A niche is a specific segment of the market e.g. there is a market for cars to go places, a niche might be electric cars.
I think niche is a profitable market segment with low competition. There is enough demand for a certain product, but less offerings.
A niche is a particular subsection of a market that you want to target in order to generate leads and sales from. Some common examples include health, wealth and relationships.