The real Adam F. Goldberg to clarify, when he stepped down as Executive Producer beginning in Season 7. It was from that point onward, that the stories arguably, weren't as good and also widely over-the-top. The real Beverly Goldberg, herself pointed this out on Twitter, when she pinpointed the moment that the show they stopped using her families true stories.

A major indicator of this is when there were no longer any footage placed at the end of the episodes of the real Goldbergs that the "real" Adam shot. That is of course, unless it related back to a theme that was used prior to Season 7, then they could take an already existing ending from a Seasons 1-6 episode.