Samuel Aziz

Performed authenticity

AI detected as: Manufactured Authenticity

The deliberate construction of "realness" — confessional tone, casual filming, strategic vulnerability — designed to lower your guard. When someone appears unpolished and honest, you evaluate their claims less critically. The spontaneity is rehearsed.

Goffman's dramaturgy (1959); Audrezet et al. (2020) on performed authenticity

Moral framing

Presenting a complex issue with genuine tradeoffs as a simple choice between right and wrong. Once something is framed as a moral issue, compromise feels like complicity and disagreement feels immoral rather than reasonable.

Haidt's Moral Foundations Theory; Lakoff's framing research (2004)

Performed authenticity

The deliberate construction of "realness" — confessional tone, casual filming, strategic vulnerability — designed to lower your guard. When someone appears unpolished and honest, you evaluate their claims less critically. The spontaneity is rehearsed.

Goffman's dramaturgy (1959); Audrezet et al. (2020) on performed authenticity

Urgency framing

Creating artificial time pressure to force a decision before you can think it through. 'Only 3 left!' 'Act now!' The technique works because genuine scarcity is a real signal, so the urgency feels rational even when it's manufactured.

Cialdini's Scarcity principle (1984); dark patterns research (Mathur et al., 2019)

In-group/Out-group framing

Leveraging your tendency to automatically trust information from "our people" and distrust outsiders. Once groups are established, people apply different standards of evidence depending on who is speaking.

Social Identity Theory (Tajfel & Turner, 1979); Cialdini's Unity principle (2016)

Fear appeal

Presenting a vivid threat and then offering a specific action as the way to avoid it. Always structured as: "Something terrible will happen unless you do X." Most effective when the threat feels personal and the action feels achievable.

Witte's Extended Parallel Process Model (1992)

Social proof

Presenting the popularity or consensus of an opinion as evidence that it's correct. When you see many others have endorsed something, it feels safer to follow. This shortcut can be manufactured — fake reviews, inflated counts, and cherry-picked polls all simulate consensus.

Cialdini's Social Proof principle (1984); Asch conformity experiments (1951)

Parasocial leveraging

Leveraging the one-sided emotional bond you form with creators you watch regularly. Because you feel like you "know" them, their opinions carry the weight of a friend's advice rather than a stranger's. Creators can monetize this by blurring genuine sharing with paid promotion.

Horton & Wohl's parasocial interaction theory (1956); Reinikainen et al. (2020)