The first question to get your head around when planning your own trip, and perhaps the easiest to solve, is when to go.
While theoretically hard-core hikers could go any time, practically Kilimanjaro has its seasons with vast differences in expected temperatures, sunshine, clouds, rain and snow on the summit.