You run a medium-to-large size MySQL server with lots of databases, possibly for hosted websites. You've experienced performance degradation. You've fine-tuned your database engines, and no joy. Then you finally realise you need to run mysqloptimize, and the day is saved! Good on you. Of course, running mysqloptimize on a large server still takes half an ice age.