You probably know that this show was part of Letterman's company.
Yes, I know. Also notable that the announcer for the show was Shadoe Stevens, who hosted American Top 40 after Casey Kasem ended his initial run as host. Also, a good amount of the interactions between Craig and Geoff (Josh Robert Thompson) were improvised, like the bit that Michael Hagerty posted above.