The purpose of an exercise log is to track progress over time and provide motivation. It allows individuals to document workouts, noting exercises, sets, repetitions, and duration, which helps in goal setting and accountability. By reviewing the log, individuals can identify patterns, measure improvements, and adjust routines as needed. Keeping an exercise log fosters a sense of achievement and can encourage consistency in maintaining a fitness regimen.