There have been speculations about whether family connections played a significant role in the hiring decisions. For example, the fact that Stanley Zhong's father Nan Zhong is engineering manager at Google may lead to concerns that a reference or recommendation from that parent, who holds a high-ranking position, influenced the hiring process.

Moreover, some have pointed out that the Stanley Zhong's primary background in the case was founding a startup that utilized services from a major tech company, like Amazon Web Services (AWS). This situation has led to discussions about the potential overlap between the teenager's career development and the parent's professional connections, as Nan Zhong happens to be previously software engineer manager at AWS.