bouncer

Explore

Browse 4066 influence analyses across 560 channels. Discover patterns by topic, technique, and format.

14:45:46 UTC

4.1k

Total Analyses

3.3k

Videos

560

Channels

10

This Week

10

Today

Browse by Topic

What videos are about. Click to see all videos in a category.

Topic Videos Avg Intensity Avg Transparency
US Politics 398 0.59 0.74
News & Current Events 300 0.53 0.77
Geopolitics 267 0.49 0.75
Commentary & Opinion 265 0.61 0.72
Entrepreneurship 168 0.47 0.71
Personal Development 160 0.46 0.72
Personal Finance 135 0.45 0.70
Military & Defense 134 0.47 0.78
Artificial Intelligence 129 0.41 0.78
Software Engineering 124 0.22 0.91

Browse by Technique

Primary covert technique identified per video. Click to see examples.

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

826

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)

188

Appeal to authority

Citing an expert or institution to support a claim, substituting their credibility for evidence you can evaluate yourself. Legitimate when the authority is relevant; manipulative when they aren't qualified or when the citation is vague.

Argumentum ad verecundiam (Locke, 1690); Cialdini's Authority principle (1984)

183

Us vs. Them

Dividing the world into two camps — people like us (good, trustworthy) and people not like us (dangerous, wrong). It exploits a deep human tendency to favor our own group. Once you accept the division, information from "them" gets automatically discounted.

Tajfel's Social Identity Theory (1979); Minimal Group Paradigm

142

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)

141

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)

116

Anchoring

Presenting an extreme number or claim first so everything after seems reasonable by comparison. The first piece of information becomes your reference point — even when it's arbitrary or deliberately inflated. Works even when you know the anchor is irrelevant.

Tversky & Kahneman's anchoring heuristic (1974)

116

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)

114

Intensity amplification

Inflating the importance, drama, or shock value of information using superlatives, alarming framing, and emotional language. Once your alarm system activates, you stop evaluating proportionality.

Cultivation theory (Gerbner, 1969); availability heuristic (Tversky & Kahneman, 1973)

114

Association

Pairing a new idea, product, or person with something you already feel positively or negatively about. The goal is to transfer your existing emotional response without any logical connection. It works below conscious awareness.

Evaluative conditioning (Pavlov); IPA 'Transfer' technique (1937)

90

Browse by Format

How videos are packaged. Click to see videos in each format.

Format Videos Avg Intensity Avg Transparency
Podcast / Interview 554 0.52 0.73
Commentary 429 0.50 0.77
Shorts / Clips 226 0.40 0.84
News Recap 201 0.51 0.75
Tutorial 131 0.26 0.88
Review 112 0.35 0.78
Vlog 84 0.30 0.85
Exposé / Drama 58 0.58 0.68
Grind / Hustle 46 0.53 0.64
Documentary 43 0.42 0.84

Channel Rankings

Channels with 3+ analyzed videos, ranked by average transparency score.

# Channel Videos Avg Transparency Avg Intensity
1 octetz 14 0.99 0.11
2 Jeff August Ego Trip 13 0.97 0.21
3 Daniel Amber 11 0.97 0.10
4 Saturday Night Live 29 0.97 0.13
5 DistroTester 11 0.96 0.12
6 Ryan Knorr Lawn Care 11 0.96 0.13
7 Protesilaos Stavrou 14 0.96 0.15
8 Grondious 15 0.95 0.15
9 Learn Linux TV 13 0.95 0.15
10 Fred Overflow 20 0.95 0.19
11 Dashbit 12 0.95 0.15
12 37signals 33 0.95 0.19
13 System76 15 0.94 0.21
14 Heavy Metal Cloud 13 0.94 0.15
15 RWXROB 29 0.94 0.17
16 System Crafters 12 0.94 0.14
17 ProgrammingPercy 13 0.93 0.15
18 WowTube 3 0.93 0.23
19 TheClassiiicsTV 3 0.93 0.23
20 ClojureTV 20 0.93 0.20
21 Peter Ullrich 12 0.93 0.15
22 Zhang Jian 11 0.93 0.20
23 Java 13 0.93 0.20
24 nycrat 13 0.93 0.15
25 ABC 23 0.93 0.19
26 Code Sync 21 0.92 0.18
27 David Heinemeier Hansson 32 0.92 0.24
28 Jeff Geerling 11 0.92 0.24
29 First We Feast 29 0.92 0.25
30 NBC 10 0.92 0.24
31 Elevated Systems 5 0.92 0.22
32 Sierra & Rhia FAM 16 0.92 0.18
33 Stanford Graduate School of Business 11 0.92 0.20
34 TheAltF4Archives 3 0.92 0.17
35 ElixirConf 3 0.92 0.23
36 Atlas Pro 11 0.91 0.17
37 AddSportsCards 11 0.91 0.17
38 Digital Foundry 11 0.91 0.23
39 Ruby on Rails 12 0.91 0.25
40 Pecos Hank 4 0.91 0.23
41 Steve Mould 13 0.91 0.20
42 Khalid Al Ameri 9 0.91 0.18
43 McDonald's Corporation 10 0.91 0.24
44 ALOGIC 11 0.91 0.21
45 RobertElderSoftware 18 0.91 0.23
46 Amigoscode 6 0.91 0.23
47 LastWeekTonight 10 0.91 0.36
48 Salim Benbouziyane 21 0.90 0.22
49 Almir Colan 11 0.90 0.28
50 ThePrimeagen 11 0.90 0.29
51 Building Nubank 7 0.90 0.21
52 Forrest Hanson 10 0.90 0.29
53 AllHipHopTV 10 0.90 0.19
54 Locked On Braves 10 0.90 0.26
55 Dude Perfect 10 0.90 0.25
56 FOX Sports 3 0.90 0.20
57 Eliteco3 3 0.90 0.20
58 On The Ground In Madinah 3 0.90 0.23
59 The Linux Experiment 4 0.90 0.26
60 McDonald's 4 0.90 0.25
61 Lex Fridman 27 0.90 0.29
62 Ben Shapiro 20 0.90 0.55
63 Craft Computing 12 0.90 0.23
64 TechHut 11 0.90 0.22
65 Donald J Trump 11 0.90 0.55
66 Matt Gaetz 22 0.90 0.44
67 Barack Obama 10 0.90 0.29
68 Good Hang with Amy Poehler 10 0.90 0.26
69 ItalianBach 10 0.90 0.18
70 Fahad Albishri 6 0.89 0.20
71 Lex Clips 11 0.89 0.25
72 T-Series 11 0.89 0.24
73 SAMTIME 11 0.89 0.32
74 Trevor May (Mayday!) 11 0.89 0.24
75 Jay Shetty Podcast 10 0.89 0.22
76 Dave's Garage 5 0.89 0.22
77 SamDoesArts 10 0.89 0.33
78 Kamala Harris 30 0.89 0.40
79 Kai Lentit 12 0.89 0.28
80 Cognitive Class 11 0.89 0.20
81 Cowboy Kent Rollins 11 0.89 0.25
82 Dreams of Code 14 0.89 0.25
83 Braves Today: An Atlanta Braves Podcast 14 0.89 0.29
84 BBC News 20 0.89 0.29
85 Coffeezilla 10 0.89 0.44
86 The PrimeTime 19 0.88 0.31
87 Bloomberg Podcasts 12 0.88 0.28
88 Veritasium 3 0.88 0.33
89 DevInsideYou 3 0.88 0.30
90 Toasty Bros 14 0.88 0.26
91 KC Card Connection 11 0.88 0.28
92 Lone Star Left 11 0.88 0.39
93 typecraft 11 0.88 0.30
94 Cocomelon - Nursery Rhymes 10 0.88 0.27
95 DistroTube 5 0.88 0.31
96 The Linux Cast 5 0.88 0.24
97 Joshua Joshua 10 0.88 0.30
98 HighPopProfessor 11 0.88 0.26
99 Chris Titus Tech 13 0.88 0.32
100 Baby Shark - Pinkfong Kids’ Songs & Stories 12 0.88 0.35
101 Chris Cooking Nashville 4 0.88 0.31
102 Dave Smith 10 0.88 0.54
103 David Pakman Show 10 0.88 0.53
104 AugustTheDuck 10 0.88 0.36
105 New York Post 19 0.87 0.30
106 Danny Phantump 10 0.87 0.25
107 HasanAbi 10 0.87 0.66
108 PragerU 10 0.87 0.54
109 Anomaly & Co 3 0.87 0.30
110 SavvyNik 3 0.87 0.30
111 Groxio 3 0.87 0.37
112 Amin Shaykho 3 0.87 0.27
113 zWORMz Gaming 3 0.87 0.23
114 Andrew Tsai 6 0.87 0.24
115 Cards & Comics 12 0.87 0.25
116 Rahul Kamat 13 0.87 0.23
117 Jeremy Howard 10 0.87 0.31
118 Linus Tech Tips 17 0.86 0.34
119 Tech Notice 21 0.86 0.28
120 Eric Murphy 11 0.86 0.35
121 Tiago Forte 11 0.86 0.32
122 Dave2D 11 0.86 0.30
123 Travis Media 11 0.86 0.31
124 CNN 26 0.86 0.31
125 The Ezra Klein Show 15 0.86 0.36
126 Lovers by Shan 10 0.86 0.31
127 Anthony GG 12 0.86 0.36
128 Kurt’s Card Care 7 0.86 0.33
129 ETA PRIME 14 0.86 0.28
130 Tucker Carlson 10 0.86 0.71
131 Machine Learning Street Talk 11 0.85 0.32
132 Craigslist Hunter 11 0.85 0.29
133 PewDiePie 11 0.85 0.30
134 Zaiste Programming 11 0.85 0.25
135 Motiversity 11 0.85 0.55
136 Fredy Cards 12 0.85 0.32
137 Fireship 18 0.85 0.37
138 Chris Williamson 22 0.85 0.38
139 The New York Times 10 0.85 0.34
140 Chandler's Wild Life 3 0.85 0.40
141 Little Victories Sports Cards 4 0.85 0.29
142 Python Programmer 3 0.85 0.27
143 RESPIRE 11 0.85 0.33
144 BeckBroBlox 10 0.85 0.35
145 Professor Live 3 0.85 0.37
146 Low Level 13 0.85 0.34
147 Alex Hormozi 63 0.85 0.39
148 EO 11 0.85 0.33
149 Yaqeen Institute 11 0.85 0.43
150 LifebyMikeG 11 0.85 0.25
151 jewelamina ♡ 10 0.85 0.39
152 André Duqum 10 0.85 0.39
153 Breaking Points 23 0.84 0.64
154 Level1Techs 7 0.84 0.30
155 jakkuh 24 0.84 0.35
156 Matt Wolfe 11 0.84 0.34
157 Stephen A. Smith 11 0.84 0.53
158 The Independent 10 0.84 0.32
159 GaryVee 10 0.84 0.43
160 Nate Herk | AI Automation 10 0.84 0.33
161 Michael Girdley 10 0.84 0.35
162 Midwestern Marx 17 0.84 0.68
163 Alex Ziskind 17 0.84 0.31
164 CBS News 11 0.84 0.34
165 Amanda Ferguson 11 0.84 0.33
166 Collector's Corner TCG 11 0.84 0.35
167 The Wall Street Journal 10 0.84 0.35
168 BBC World Service 3 0.83 0.37
169 ServeTheHome 3 0.83 0.37
170 The Hijrah Family 3 0.83 0.30
171 BuyParkersGold 3 0.83 0.37
172 Max Tech 12 0.83 0.43
173 SPACE DESIGN WAREHOUSE 11 0.83 0.32
174 TFiR 11 0.83 0.34
175 DARK MATTER + 12 0.83 0.36
176 Joe Hudson | Art of Accomplishment 37 0.83 0.34
177 NBC News 11 0.83 0.39
178 NetworkChuck 15 0.82 0.38
179 PowerfulJRE 20 0.82 0.47
180 Deep Dive with Ali Abdaal 21 0.82 0.38
181 Anthropic 12 0.82 0.39
182 Bobby Tonelli 12 0.82 0.34
183 Layze 10 0.82 0.37
184 Sky News 10 0.82 0.40
185 CNA Insider 12 0.82 0.32
186 Tribal People Try 22 0.82 0.30
187 Zen van Riel 11 0.81 0.37
188 Former Congressman Matt Gaetz 15 0.81 0.66
189 Butcher Wizard 10 0.81 0.37
190 MAZELEE 11 0.81 0.39
191 Unsupervised Learning 11 0.81 0.37
192 Justin Sung 12 0.81 0.38
193 Pik N Choose Resale 9 0.81 0.28
194 Theory of Man 11 0.80 0.38
195 EspacioNX 15 0.80 0.24
196 Sleeve No Card Behind 3 0.80 0.30
197 FatherPhi 11 0.80 0.33
198 TechWard 4 0.80 0.30
199 Sports Card Investor 12 0.80 0.37
200 Triggernometry 10 0.80 0.59
201 Stefan Mischook 11 0.80 0.40
202 Mark Kashef 11 0.80 0.35
203 My First Million 12 0.79 0.37
204 Gamer Meld 12 0.78 0.41
205 MrBeast 11 0.78 0.45
206 Nate Gregory 5 0.78 0.41
207 Dale & Dawn - CMG Sports Card Investments 12 0.78 0.37
208 AI News & Strategy Daily | Nate B Jones 15 0.77 0.45
209 Daniel Davis / Deep Dive 12 0.77 0.50
210 unpopular 3 0.77 0.37
211 Don Lemon 16 0.77 0.52
212 Newsmax 13 0.77 0.58
213 The Officer Tatum 20 0.77 0.67
214 Bo Grant 11 0.76 0.40
215 Sky News Australia 13 0.76 0.51
216 The Young Turks 13 0.76 0.66
217 Brendan Dell 11 0.76 0.40
218 Hardly Initiated 12 0.75 0.48
219 ABC News 12 0.75 0.41
220 Think Saudi 12 0.75 0.40
221 Fox News 16 0.75 0.57
222 Anthony Chaffee MD 13 0.75 0.42
223 Julian Dorey 12 0.75 0.57
224 MeidasTouch 15 0.75 0.72
225 Starter Story 14 0.74 0.40
226 KenDBerryMD 18 0.74 0.44
227 Slab Rehab 13 0.73 0.36
228 Bobby Parrish 12 0.73 0.40
229 Mae Alice Suzuki 12 0.73 0.44
230 The Diary Of A CEO 19 0.73 0.44
231 Arlan Hamilton 14 0.72 0.45
232 Fatmir Sufa 15 0.72 0.29
233 Chris Koerner on The Koerner Office Podcast 15 0.72 0.42
234 Valuetainment 15 0.72 0.54
235 George A.A. 15 0.71 0.64
236 HomeSteadHow 4 0.71 0.58
237 Phillip Choi 13 0.71 0.44
238 Limitless Podcast 21 0.70 0.43
239 Scott Ritter 25 0.70 0.60
240 The Rubin Report 27 0.70 0.61
241 Mario Nawfal 14 0.69 0.47
242 Cobra Giant 5 0.68 0.38
243 The Jimmy Dore Show 17 0.68 0.66
244 Anthony Pompliano 12 0.68 0.51
245 Benny Johnson 17 0.66 0.61
246 3T Warrior Academy 15 0.66 0.49
247 Steak and Butter Gal 18 0.66 0.47
248 The Still Report 17 0.65 0.52
249 CaliDee 17 0.65 0.49
250 Samuel Aziz 13 0.65 0.49
251 Matt Talks Tech 30 0.64 0.38
252 Fred in Focus 18 0.64 0.49
253 Keith D 16 0.64 0.46
254 douglasmacgregorTV 26 0.64 0.56
255 BestOzoneGenerators 25 0.63 0.49
256 Prof Jiang Media 24 0.62 0.50
257 Dr. SHIVA Ayyadurai, MIT PhD 18 0.62 0.52
258 Candace Owens 41 0.61 0.71
259 pod talk 19 0.61 0.54
260 DeVory Darkins 32 0.61 0.59
261 Minority Mindset 22 0.61 0.50
262 Dr. Steve Turley 24 0.60 0.66
263 Lezzet Yöresi 19 0.56 0.61
264 VANNtastic! 48 0.56 0.54
265 Danny Haiphong 31 0.55 0.67
266 Verified Reviews 29 0.54 0.43
267 Canada Pulse 23 0.53 0.62

Notable People

Most frequently analyzed individuals across all videos.

Donald Trump
545 videos Moderate Mostly Transparent
Alex Hormozi
120 videos Moderate Transparent
Jason Calacanis
86 videos Moderate Mostly Transparent
Rachel Maddow
79 videos High Mostly Transparent
Chamath Palihapitiya
73 videos Moderate Mostly Transparent
Matt Gaetz
68 videos Moderate Transparent
Pete Hegseth
65 videos High Mostly Transparent
Christy Vann
62 videos Moderate Mixed Transparency
Scott Ritter
61 videos High Mostly Transparent
David Sacks
59 videos Moderate Mostly Transparent

Podcast Podcasts

Episodes Analyzed 248
Avg Intensity 67%
Avg Transparency 60%
Shows 3

Notable Analyses

Today's Technique Spotlight

Rotates daily. Drawn from real analysis data.

Group Characterization

Group Characterization

Videos sometimes use shorthand for people and groups — the clueless bureaucrat, the dangerous outsider, the noble underdog. These shortcuts save time but they also train your expectations about what real people are like. Notice who gets to be a full, complicated person in this video and who gets reduced to a type.

Strongest example

Israeli Criminals Redacted in the Epstein Files?

Candace Owens

Score: 1.0 Transparency: 0.3

Self-check question

Who gets to be a full, complicated person in this video and who gets reduced to a type?

Transparency Distribution

Transparent
2108 (52%)
Mostly transparent
1492 (37%)
Mixed
28 (1%)
Mostly covert
480 (12%)
Covert
16 (0%)
High
90 (2%)
High transparent
1 (0%)

Intensity Distribution

Minimal
1602 (39%)
Low
1788 (44%)
Moderate
642 (16%)
High
267 (7%)
Extreme
8 (0%)

Average Dimension Scores

Across all 4066 analyses. Higher = more of that technique detected.

Story Shaping
0.38
Emotional Appeal
0.35
Implicit Claims
0.31
Engagement Mechanics
0.25
Call to Action
0.26
Group Characterization
0.22

Techniques by Category

Most common influence techniques in each subject area.

US Politics

Us vs. Them

Dividing the world into two camps — people like us (good, trustworthy) and people not like us (dangerous, wrong). It exploits a deep human tendency to favor our own group. Once you accept the division, information from "them" gets automatically discounted.

Tajfel's Social Identity Theory (1979); Minimal Group Paradigm

64

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)

59

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)

40

Geopolitics

Us vs. Them

Dividing the world into two camps — people like us (good, trustworthy) and people not like us (dangerous, wrong). It exploits a deep human tendency to favor our own group. Once you accept the division, information from "them" gets automatically discounted.

Tajfel's Social Identity Theory (1979); Minimal Group Paradigm

69

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)

32

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

25

News & Current Events

Us vs. Them

Dividing the world into two camps — people like us (good, trustworthy) and people not like us (dangerous, wrong). It exploits a deep human tendency to favor our own group. Once you accept the division, information from "them" gets automatically discounted.

Tajfel's Social Identity Theory (1979); Minimal Group Paradigm

40

Intensity amplification

Inflating the importance, drama, or shock value of information using superlatives, alarming framing, and emotional language. Once your alarm system activates, you stop evaluating proportionality.

Cultivation theory (Gerbner, 1969); availability heuristic (Tversky & Kahneman, 1973)

35

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)

34

Personal Development

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)

56

Responsibility reframing

Reframing a situation so the person who caused harm appears to be the real victim, and the actual victim appears responsible. It forces observers to reconsider who deserves sympathy, distracting from the original wrongdoing.

Freyd's DARVO framework (1997) — Deny, Attack, Reverse Victim and Offender

29

Appeal to authority

Citing an expert or institution to support a claim, substituting their credibility for evidence you can evaluate yourself. Legitimate when the authority is relevant; manipulative when they aren't qualified or when the citation is vague.

Argumentum ad verecundiam (Locke, 1690); Cialdini's Authority principle (1984)

12

Commentary & Opinion

Intensity amplification

Inflating the importance, drama, or shock value of information using superlatives, alarming framing, and emotional language. Once your alarm system activates, you stop evaluating proportionality.

Cultivation theory (Gerbner, 1969); availability heuristic (Tversky & Kahneman, 1973)

33

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

31

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)

27

Entrepreneurship

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)

46

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)

16

Responsibility reframing

Reframing a situation so the person who caused harm appears to be the real victim, and the actual victim appears responsible. It forces observers to reconsider who deserves sympathy, distracting from the original wrongdoing.

Freyd's DARVO framework (1997) — Deny, Attack, Reverse Victim and Offender

14

Military & Defense

Us vs. Them

Dividing the world into two camps — people like us (good, trustworthy) and people not like us (dangerous, wrong). It exploits a deep human tendency to favor our own group. Once you accept the division, information from "them" gets automatically discounted.

Tajfel's Social Identity Theory (1979); Minimal Group Paradigm

50

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)

14

Appeal to authority

Citing an expert or institution to support a claim, substituting their credibility for evidence you can evaluate yourself. Legitimate when the authority is relevant; manipulative when they aren't qualified or when the citation is vague.

Argumentum ad verecundiam (Locke, 1690); Cialdini's Authority principle (1984)

12

Mental Health

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)

36

Responsibility reframing

Reframing a situation so the person who caused harm appears to be the real victim, and the actual victim appears responsible. It forces observers to reconsider who deserves sympathy, distracting from the original wrongdoing.

Freyd's DARVO framework (1997) — Deny, Attack, Reverse Victim and Offender

31

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)

8

Personal Finance

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)

26

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)

24

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)

12

Middle East

Us vs. Them

Dividing the world into two camps — people like us (good, trustworthy) and people not like us (dangerous, wrong). It exploits a deep human tendency to favor our own group. Once you accept the division, information from "them" gets automatically discounted.

Tajfel's Social Identity Theory (1979); Minimal Group Paradigm

33

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

13

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)

12

Artificial Intelligence

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)

16

Appeal to authority

Citing an expert or institution to support a claim, substituting their credibility for evidence you can evaluate yourself. Legitimate when the authority is relevant; manipulative when they aren't qualified or when the citation is vague.

Argumentum ad verecundiam (Locke, 1690); Cialdini's Authority principle (1984)

15

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)

9

Hardware & Electronics

Intensity amplification

Inflating the importance, drama, or shock value of information using superlatives, alarming framing, and emotional language. Once your alarm system activates, you stop evaluating proportionality.

Cultivation theory (Gerbner, 1969); availability heuristic (Tversky & Kahneman, 1973)

14

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)

13

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

13

Comedy & Satire

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

12

Character flattening

Reducing a complex person to one defining trait — hero, villain, genius, fool — stripping away nuance that would complicate the narrative. Once someone is labeled, everything they do gets interpreted through that lens.

Fundamental attribution error (Ross, 1977); Propp's narrative archetypes (1928)

11

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)

11

Parenting & Family

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)

18

Responsibility reframing

Reframing a situation so the person who caused harm appears to be the real victim, and the actual victim appears responsible. It forces observers to reconsider who deserves sympathy, distracting from the original wrongdoing.

Freyd's DARVO framework (1997) — Deny, Attack, Reverse Victim and Offender

6

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)

6

Marketing & Sales

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)

10

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

10

Association

Pairing a new idea, product, or person with something you already feel positively or negatively about. The goal is to transfer your existing emotional response without any logical connection. It works below conscious awareness.

Evaluative conditioning (Pavlov); IPA 'Transfer' technique (1937)

9

Nutrition & Diet

Appeal to authority

Citing an expert or institution to support a claim, substituting their credibility for evidence you can evaluate yourself. Legitimate when the authority is relevant; manipulative when they aren't qualified or when the citation is vague.

Argumentum ad verecundiam (Locke, 1690); Cialdini's Authority principle (1984)

11

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)

11

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)

5

Science & Research

Appeal to authority

Citing an expert or institution to support a claim, substituting their credibility for evidence you can evaluate yourself. Legitimate when the authority is relevant; manipulative when they aren't qualified or when the citation is vague.

Argumentum ad verecundiam (Locke, 1690); Cialdini's Authority principle (1984)

13

Curiosity gap

Creating a deliberate gap between what you know and what you want to know, triggering curiosity as an almost physical itch. Headlines like "You won't believe..." are engineered to exploit this. The content rarely delivers on the promise.

Loewenstein's Information Gap Theory (1994)

8

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)

6

Career

Appeal to authority

Citing an expert or institution to support a claim, substituting their credibility for evidence you can evaluate yourself. Legitimate when the authority is relevant; manipulative when they aren't qualified or when the citation is vague.

Argumentum ad verecundiam (Locke, 1690); Cialdini's Authority principle (1984)

9

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)

9

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

6

Sports

Intensity amplification

Inflating the importance, drama, or shock value of information using superlatives, alarming framing, and emotional language. Once your alarm system activates, you stop evaluating proportionality.

Cultivation theory (Gerbner, 1969); availability heuristic (Tversky & Kahneman, 1973)

11

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

6

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)

6

Food & Cooking

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

13

Association

Pairing a new idea, product, or person with something you already feel positively or negatively about. The goal is to transfer your existing emotional response without any logical connection. It works below conscious awareness.

Evaluative conditioning (Pavlov); IPA 'Transfer' technique (1937)

3

Curiosity gap

Creating a deliberate gap between what you know and what you want to know, triggering curiosity as an almost physical itch. Headlines like "You won't believe..." are engineered to exploit this. The content rarely delivers on the promise.

Loewenstein's Information Gap Theory (1994)

2

Software Engineering

Appeal to authority

Citing an expert or institution to support a claim, substituting their credibility for evidence you can evaluate yourself. Legitimate when the authority is relevant; manipulative when they aren't qualified or when the citation is vague.

Argumentum ad verecundiam (Locke, 1690); Cialdini's Authority principle (1984)

6

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)

6

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

4

Gaming

Intensity amplification

Inflating the importance, drama, or shock value of information using superlatives, alarming framing, and emotional language. Once your alarm system activates, you stop evaluating proportionality.

Cultivation theory (Gerbner, 1969); availability heuristic (Tversky & Kahneman, 1973)

6

Curiosity gap

Creating a deliberate gap between what you know and what you want to know, triggering curiosity as an almost physical itch. Headlines like "You won't believe..." are engineered to exploit this. The content rarely delivers on the promise.

Loewenstein's Information Gap Theory (1994)

5

Strategic ambiguity

Leaving claims vague enough that different audiences each hear what they want. By never committing to a specific, falsifiable position, the speaker avoids accountability while supporters project their own preferred meaning.

Eisenberg (1984); dog whistling research (Mendelberg, 2001)

4

Collectibles & Trading

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

7

Curiosity gap

Creating a deliberate gap between what you know and what you want to know, triggering curiosity as an almost physical itch. Headlines like "You won't believe..." are engineered to exploit this. The content rarely delivers on the promise.

Loewenstein's Information Gap Theory (1994)

4

Intensity amplification

Inflating the importance, drama, or shock value of information using superlatives, alarming framing, and emotional language. Once your alarm system activates, you stop evaluating proportionality.

Cultivation theory (Gerbner, 1969); availability heuristic (Tversky & Kahneman, 1973)

3

Cybersecurity

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

5

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)

5

Appeal to authority

Citing an expert or institution to support a claim, substituting their credibility for evidence you can evaluate yourself. Legitimate when the authority is relevant; manipulative when they aren't qualified or when the citation is vague.

Argumentum ad verecundiam (Locke, 1690); Cialdini's Authority principle (1984)

4

Linux & Open Source

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)

2

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

2

Appeal to authority

Citing an expert or institution to support a claim, substituting their credibility for evidence you can evaluate yourself. Legitimate when the authority is relevant; manipulative when they aren't qualified or when the citation is vague.

Argumentum ad verecundiam (Locke, 1690); Cialdini's Authority principle (1984)

2

NEW: Wildlife & Nature

Intensity amplification

Inflating the importance, drama, or shock value of information using superlatives, alarming framing, and emotional language. Once your alarm system activates, you stop evaluating proportionality.

Cultivation theory (Gerbner, 1969); availability heuristic (Tversky & Kahneman, 1973)

1

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

1

NEW: Wildlife

Curiosity gap

Creating a deliberate gap between what you know and what you want to know, triggering curiosity as an almost physical itch. Headlines like "You won't believe..." are engineered to exploit this. The content rarely delivers on the promise.

Loewenstein's Information Gap Theory (1994)

1

Intensity amplification

Inflating the importance, drama, or shock value of information using superlatives, alarming framing, and emotional language. Once your alarm system activates, you stop evaluating proportionality.

Cultivation theory (Gerbner, 1969); availability heuristic (Tversky & Kahneman, 1973)

1

Cloud Computing

Appeal to authority

Citing an expert or institution to support a claim, substituting their credibility for evidence you can evaluate yourself. Legitimate when the authority is relevant; manipulative when they aren't qualified or when the citation is vague.

Argumentum ad verecundiam (Locke, 1690); Cialdini's Authority principle (1984)

2

NEW: Religious Storytelling

Character flattening

Reducing a complex person to one defining trait — hero, villain, genius, fool — stripping away nuance that would complicate the narrative. Once someone is labeled, everything they do gets interpreted through that lens.

Fundamental attribution error (Ross, 1977); Propp's narrative archetypes (1928)

1

NEW: Wildlife Encounters

Intensity amplification

Inflating the importance, drama, or shock value of information using superlatives, alarming framing, and emotional language. Once your alarm system activates, you stop evaluating proportionality.

Cultivation theory (Gerbner, 1969); availability heuristic (Tversky & Kahneman, 1973)

1

NEW: Home & Garden

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)

1

NEW: Health Products

Pathos

Appealing to your emotions — fear, joy, anger, sadness — to make an argument feel compelling. Rather than persuading through evidence, it works by putting you in an emotional state where you're more receptive. The emotion becomes the proof.

Aristotle's Rhetoric; Kahneman's System 1 processing

1

History

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

1

NEW: Wildlife Conservation

Intensity amplification

Inflating the importance, drama, or shock value of information using superlatives, alarming framing, and emotional language. Once your alarm system activates, you stop evaluating proportionality.

Cultivation theory (Gerbner, 1969); availability heuristic (Tversky & Kahneman, 1973)

1

NEW: Wildlife & Pets

Association

Pairing a new idea, product, or person with something you already feel positively or negatively about. The goal is to transfer your existing emotional response without any logical connection. It works below conscious awareness.

Evaluative conditioning (Pavlov); IPA 'Transfer' technique (1937)

1

NEW: Spirituality & Religion

Intensity amplification

Inflating the importance, drama, or shock value of information using superlatives, alarming framing, and emotional language. Once your alarm system activates, you stop evaluating proportionality.

Cultivation theory (Gerbner, 1969); availability heuristic (Tversky & Kahneman, 1973)

1

NEW: Esotericism & Conspiracy

Intensity amplification

Inflating the importance, drama, or shock value of information using superlatives, alarming framing, and emotional language. Once your alarm system activates, you stop evaluating proportionality.

Cultivation theory (Gerbner, 1969); availability heuristic (Tversky & Kahneman, 1973)

1

Entertainment

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

1

Recent Analyses

Video Channel Transparency Intensity Technique
Benefits of Sauna & Deliberate Heat Expo... Andrew Huberman 0.9 0.2

Appeal to authority

Citing an expert or institution to support a claim, substituting their credibility for evidence you can evaluate yourself. Legitimate when the authority is relevant; manipulative when they aren't qualified or when the citation is vague.

Argumentum ad verecundiam (Locke, 1690); Cialdini's Authority principle (1984)

Science-Based Meditation Tools to Improv... Andrew Huberman 0.9 0.2

Appeal to authority

Citing an expert or institution to support a claim, substituting their credibility for evidence you can evaluate yourself. Legitimate when the authority is relevant; manipulative when they aren't qualified or when the citation is vague.

Argumentum ad verecundiam (Locke, 1690); Cialdini's Authority principle (1984)

Essentials: Tools for Setting & Achievin... Andrew Huberman 0.9 0.2

Appeal to authority

Citing an expert or institution to support a claim, substituting their credibility for evidence you can evaluate yourself. Legitimate when the authority is relevant; manipulative when they aren't qualified or when the citation is vague.

Argumentum ad verecundiam (Locke, 1690); Cialdini's Authority principle (1984)

The Best Vitality & Health Protocols | D... Andrew Huberman 0.9 0.2

Appeal to authority

Citing an expert or institution to support a claim, substituting their credibility for evidence you can evaluate yourself. Legitimate when the authority is relevant; manipulative when they aren't qualified or when the citation is vague.

Argumentum ad verecundiam (Locke, 1690); Cialdini's Authority principle (1984)

Using Salt to Optimize Mental & Physical... Andrew Huberman 0.9 0.1

Appeal to authority

Citing an expert or institution to support a claim, substituting their credibility for evidence you can evaluate yourself. Legitimate when the authority is relevant; manipulative when they aren't qualified or when the citation is vague.

Argumentum ad verecundiam (Locke, 1690); Cialdini's Authority principle (1984)

How Hormones Shape Sexual Orientation & ... Andrew Huberman 0.9 0.2

Appeal to authority

Citing an expert or institution to support a claim, substituting their credibility for evidence you can evaluate yourself. Legitimate when the authority is relevant; manipulative when they aren't qualified or when the citation is vague.

Argumentum ad verecundiam (Locke, 1690); Cialdini's Authority principle (1984)

Essentials: How to Build Strength, Muscl... Andrew Huberman 0.9 0.2

Appeal to authority

Citing an expert or institution to support a claim, substituting their credibility for evidence you can evaluate yourself. Legitimate when the authority is relevant; manipulative when they aren't qualified or when the citation is vague.

Argumentum ad verecundiam (Locke, 1690); Cialdini's Authority principle (1984)

Cultivating Awe & Emotional Connection i... Andrew Huberman 0.9 0.2

Appeal to authority

Citing an expert or institution to support a claim, substituting their credibility for evidence you can evaluate yourself. Legitimate when the authority is relevant; manipulative when they aren't qualified or when the citation is vague.

Argumentum ad verecundiam (Locke, 1690); Cialdini's Authority principle (1984)

All data from real influence analyses. See our methodology

© 2026 GrayBeam Technology Privacy v0.1.0 · ac93850 · 2026-04-03 22:43 UTC