For example, I’m searching for a tool that does X, but the first page of search results are tools for Y and Z. After paginating a bit, I find a tool that does X but it’s full of terrible ads and the UI is clunky and unintuitive. This is where the opportunity reveals itself. As a software developer myself, I know I can build a better tool for X and eventually out rank the ugly tool I just used.
It’s easy enough to do this based on my own search experiences, but it would be really cool if there was a way to get these insights from a large collection of user search data.
Is there a way to do this? What tools do you use for this type of market gap analysis?
Getting the data is (relatively) easy, compared to the more difficult task of interpreting it in the context of the market.