If I remember the passage in their book correctly, Justman and Solow said the execs spotted her when they screened "What Are Little Girls Made Of?" and asked, "Who's keeping her?" (meaning who's paying her back for sleeping with him?).
Thankfully, Majel Barrett did have a chance on TNG and DS9 to show she was a quality actress (and a great computer voice to boot!)