Converting a Date object into a timestamp is achieved using the getTime() and valueOf() methods, providing milliseconds since the Unix epoch. For API compatibility, timestamps can be converted to seconds. Storing dates as timestamps simplifies comparisons and calculations, enhancing efficiency in time-related programming tasks.