Useful analysis starts with the right question — not with a pile of numbers. That is why every project begins by agreeing on one business question, and then all the work is aimed at answering it with data.
Our first project worked exactly this way: one question, one end-to-end analysis, one set of recommendations the client executed.
The frameworks we use most often are available as the Market Research Playbook if you would rather run it yourself.