: Caroline claims she thought the back room of Andy's shop was an office, despite having previously used the restroom located behind that same door in a prior episode.

: When a former acquaintance named Stacy (Bianca Lawson) visits the shop, Caroline lies and claims she owns a "cupcake empire" rather than a small startup.

: Critics noted that this episode, paired with "And the Big Opening," focused on the girls being distracted by their romantic lives while blissfully ignoring the early financial struggles of their new shop.