Timestamp based on initial email sent from case

I have a customer service manager who is wondering how we can build a timestamp for them based on the first initial response to a customer under a case.

Basically they want a date/time field populated after a salesforce user responds via email on the case the first time.  Can anyone document step by step on how this can be achieved?  I am more of a step by step documentation person to created this.

Thanks!