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Browse 4096 influence analyses across 564 channels. Discover patterns by topic, technique, and format.

21:45:54 UTC

4.1k

Total Analyses

3.3k

Videos

564

Channels

5

This Week

5

Today

Browse by Topic

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

Topic Videos Avg Intensity Avg Transparency
US Politics 407 0.59 0.74
News & Current Events 309 0.53 0.77
Commentary & Opinion 267 0.61 0.72
Geopolitics 267 0.49 0.75
Entrepreneurship 174 0.46 0.71
Personal Development 166 0.45 0.73
Software Engineering 148 0.22 0.91
Artificial Intelligence 139 0.40 0.78
Personal Finance 136 0.45 0.70
Military & Defense 134 0.47 0.78

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)

197

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)

193

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

145

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)

143

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 585 0.51 0.74
Commentary 439 0.49 0.78
Shorts / Clips 232 0.39 0.84
News Recap 205 0.51 0.75
Tutorial 139 0.25 0.89
Review 113 0.34 0.78
Vlog 87 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 Ryan Knorr Lawn Care 11 0.96 0.13
6 DistroTester 11 0.96 0.12
7 Protesilaos Stavrou 14 0.96 0.15
8 Learn Linux TV 13 0.95 0.15
9 Grondious 15 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 TheClassiiicsTV 3 0.93 0.23
19 WowTube 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 ElixirConf 3 0.92 0.23
35 TheAltF4Archives 3 0.92 0.17
36 AddSportsCards 11 0.91 0.17
37 Atlas Pro 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 The Pragmatic Engineer 11 0.91 0.16
45 ALOGIC 11 0.91 0.21
46 RobertElderSoftware 18 0.91 0.23
47 Amigoscode 6 0.91 0.23
48 LastWeekTonight 10 0.91 0.36
49 Salim Benbouziyane 21 0.90 0.22
50 Almir Colan 11 0.90 0.28
51 Rustify — Rust in Production 11 0.90 0.19
52 ThePrimeagen 11 0.90 0.29
53 Dude Perfect 10 0.90 0.25
54 Locked On Braves 10 0.90 0.26
55 Andrew Huberman 10 0.90 0.18
56 Building Nubank 7 0.90 0.21
57 Forrest Hanson 10 0.90 0.29
58 AllHipHopTV 10 0.90 0.19
59 On The Ground In Madinah 3 0.90 0.23
60 FOX Sports 3 0.90 0.20
61 Eliteco3 3 0.90 0.20
62 McDonald's 4 0.90 0.25
63 The Linux Experiment 4 0.90 0.26
64 Lex Fridman 27 0.90 0.29
65 Ben Shapiro 20 0.90 0.55
66 Craft Computing 12 0.90 0.23
67 TechHut 11 0.90 0.22
68 Donald J Trump 11 0.90 0.55
69 Matt Gaetz 22 0.90 0.44
70 Barack Obama 10 0.90 0.29
71 ItalianBach 10 0.90 0.18
72 Good Hang with Amy Poehler 10 0.90 0.26
73 Fahad Albishri 6 0.89 0.20
74 SAMTIME 11 0.89 0.32
75 T-Series 11 0.89 0.24
76 Lex Clips 11 0.89 0.25
77 Trevor May (Mayday!) 11 0.89 0.24
78 Jay Shetty Podcast 10 0.89 0.22
79 Dave's Garage 5 0.89 0.22
80 SamDoesArts 10 0.89 0.33
81 Kamala Harris 30 0.89 0.40
82 Kai Lentit 12 0.89 0.28
83 Cognitive Class 11 0.89 0.20
84 Cowboy Kent Rollins 11 0.89 0.25
85 Dreams of Code 14 0.89 0.25
86 Braves Today: An Atlanta Braves Podcast 14 0.89 0.29
87 Coffeezilla 10 0.89 0.44
88 BBC News 20 0.89 0.29
89 The PrimeTime 19 0.88 0.31
90 Bloomberg Podcasts 12 0.88 0.28
91 Veritasium 3 0.88 0.33
92 DevInsideYou 3 0.88 0.30
93 Toasty Bros 14 0.88 0.26
94 KC Card Connection 11 0.88 0.28
95 Lone Star Left 11 0.88 0.39
96 typecraft 11 0.88 0.30
97 Cocomelon - Nursery Rhymes 10 0.88 0.27
98 The Linux Cast 5 0.88 0.24
99 DistroTube 5 0.88 0.31
100 Joshua Joshua 10 0.88 0.30
101 HighPopProfessor 11 0.88 0.26
102 Chris Titus Tech 13 0.88 0.32
103 Baby Shark - Pinkfong Kids’ Songs & Stories 12 0.88 0.35
104 David Pakman Show 10 0.88 0.53
105 Chris Cooking Nashville 4 0.88 0.31
106 AugustTheDuck 10 0.88 0.36
107 Dave Smith 10 0.88 0.54
108 New York Post 19 0.87 0.30
109 Danny Phantump 10 0.87 0.25
110 HasanAbi 10 0.87 0.66
111 PragerU 10 0.87 0.54
112 Groxio 3 0.87 0.37
113 Cards & Comics 12 0.87 0.25
114 zWORMz Gaming 3 0.87 0.23
115 SavvyNik 3 0.87 0.30
116 Andrew Tsai 6 0.87 0.24
117 Anomaly & Co 3 0.87 0.30
118 Amin Shaykho 3 0.87 0.27
119 Rahul Kamat 13 0.87 0.23
120 Jeremy Howard 10 0.87 0.31
121 Linus Tech Tips 17 0.86 0.34
122 Tech Notice 21 0.86 0.28
123 Dave2D 11 0.86 0.30
124 Eric Murphy 11 0.86 0.35
125 Tiago Forte 11 0.86 0.32
126 Travis Media 11 0.86 0.31
127 CNN 26 0.86 0.31
128 The Ezra Klein Show 15 0.86 0.36
129 Lovers by Shan 10 0.86 0.31
130 Anthony GG 12 0.86 0.36
131 Kurt’s Card Care 7 0.86 0.33
132 ETA PRIME 14 0.86 0.28
133 Tucker Carlson 10 0.86 0.71
134 Zaiste Programming 11 0.85 0.25
135 Craigslist Hunter 11 0.85 0.29
136 Machine Learning Street Talk 11 0.85 0.32
137 Motiversity 11 0.85 0.55
138 PewDiePie 11 0.85 0.30
139 Fredy Cards 12 0.85 0.32
140 Fireship 18 0.85 0.37
141 Chris Williamson 22 0.85 0.38
142 The New York Times 10 0.85 0.34
143 Python Programmer 3 0.85 0.27
144 Little Victories Sports Cards 4 0.85 0.29
145 Professor Live 3 0.85 0.37
146 Chandler's Wild Life 3 0.85 0.40
147 RESPIRE 11 0.85 0.33
148 BeckBroBlox 10 0.85 0.35
149 Low Level 13 0.85 0.34
150 Alex Hormozi 63 0.85 0.39
151 Yaqeen Institute 11 0.85 0.43
152 LifebyMikeG 11 0.85 0.25
153 EO 11 0.85 0.33
154 jewelamina ♡ 10 0.85 0.39
155 André Duqum 10 0.85 0.39
156 Breaking Points 23 0.84 0.64
157 Level1Techs 7 0.84 0.30
158 jakkuh 24 0.84 0.35
159 Stephen A. Smith 11 0.84 0.53
160 Matt Wolfe 11 0.84 0.34
161 The Independent 10 0.84 0.32
162 GaryVee 10 0.84 0.43
163 Nate Herk | AI Automation 10 0.84 0.33
164 Michael Girdley 10 0.84 0.35
165 Midwestern Marx 17 0.84 0.68
166 Alex Ziskind 17 0.84 0.31
167 Amanda Ferguson 11 0.84 0.33
168 CBS News 11 0.84 0.34
169 Collector's Corner TCG 11 0.84 0.35
170 The Wall Street Journal 10 0.84 0.35
171 ServeTheHome 3 0.83 0.37
172 BBC World Service 3 0.83 0.37
173 The Hijrah Family 3 0.83 0.30
174 BuyParkersGold 3 0.83 0.37
175 Max Tech 12 0.83 0.43
176 SPACE DESIGN WAREHOUSE 11 0.83 0.32
177 TFiR 11 0.83 0.34
178 DARK MATTER + 12 0.83 0.36
179 Joe Hudson | Art of Accomplishment 37 0.83 0.34
180 NBC News 11 0.83 0.39
181 NetworkChuck 15 0.82 0.38
182 PowerfulJRE 20 0.82 0.47
183 Deep Dive with Ali Abdaal 21 0.82 0.38
184 Anthropic 12 0.82 0.39
185 Bobby Tonelli 12 0.82 0.34
186 Layze 10 0.82 0.37
187 Sky News 10 0.82 0.40
188 CNA Insider 12 0.82 0.32
189 Tribal People Try 22 0.82 0.30
190 Zen van Riel 11 0.81 0.37
191 Former Congressman Matt Gaetz 15 0.81 0.66
192 Butcher Wizard 10 0.81 0.37
193 MAZELEE 11 0.81 0.39
194 Unsupervised Learning 11 0.81 0.37
195 Justin Sung 12 0.81 0.38
196 Pik N Choose Resale 9 0.81 0.28
197 Theory of Man 11 0.80 0.38
198 Stefan Mischook 12 0.80 0.38
199 EspacioNX 15 0.80 0.24
200 Sleeve No Card Behind 3 0.80 0.30
201 FatherPhi 11 0.80 0.33
202 TechWard 4 0.80 0.30
203 Sports Card Investor 12 0.80 0.37
204 Triggernometry 10 0.80 0.59
205 Mark Kashef 11 0.80 0.35
206 My First Million 12 0.79 0.37
207 Gamer Meld 12 0.78 0.41
208 MrBeast 11 0.78 0.45
209 Nate Gregory 5 0.78 0.41
210 Dale & Dawn - CMG Sports Card Investments 12 0.78 0.37
211 AI News & Strategy Daily | Nate B Jones 15 0.77 0.45
212 unpopular 3 0.77 0.37
213 Daniel Davis / Deep Dive 12 0.77 0.50
214 Don Lemon 16 0.77 0.52
215 Newsmax 13 0.77 0.58
216 The Officer Tatum 20 0.77 0.67
217 Bo Grant 11 0.76 0.40
218 Sky News Australia 13 0.76 0.51
219 The Young Turks 13 0.76 0.66
220 Brendan Dell 11 0.76 0.40
221 Hardly Initiated 12 0.75 0.48
222 ABC News 12 0.75 0.41
223 Think Saudi 12 0.75 0.40
224 Fox News 16 0.75 0.57
225 Anthony Chaffee MD 13 0.75 0.42
226 Julian Dorey 12 0.75 0.57
227 MeidasTouch 15 0.75 0.72
228 Starter Story 14 0.74 0.40
229 KenDBerryMD 18 0.74 0.44
230 Slab Rehab 13 0.73 0.36
231 Bobby Parrish 12 0.73 0.40
232 Mae Alice Suzuki 12 0.73 0.44
233 The Diary Of A CEO 19 0.73 0.44
234 Arlan Hamilton 14 0.72 0.45
235 Fatmir Sufa 15 0.72 0.29
236 Valuetainment 15 0.72 0.54
237 Chris Koerner on The Koerner Office Podcast 15 0.72 0.42
238 George A.A. 15 0.71 0.64
239 HomeSteadHow 4 0.71 0.58
240 Phillip Choi 13 0.71 0.44
241 Limitless Podcast 21 0.70 0.43
242 Scott Ritter 25 0.70 0.60
243 The Rubin Report 27 0.70 0.61
244 Mario Nawfal 14 0.69 0.47
245 Cobra Giant 5 0.68 0.38
246 The Jimmy Dore Show 17 0.68 0.66
247 Anthony Pompliano 12 0.68 0.51
248 Benny Johnson 17 0.66 0.61
249 3T Warrior Academy 15 0.66 0.49
250 Steak and Butter Gal 18 0.66 0.47
251 The Still Report 17 0.65 0.52
252 CaliDee 17 0.65 0.49
253 Samuel Aziz 13 0.65 0.49
254 Matt Talks Tech 30 0.64 0.38
255 Fred in Focus 18 0.64 0.49
256 Keith D 16 0.64 0.46
257 douglasmacgregorTV 26 0.64 0.56
258 BestOzoneGenerators 25 0.63 0.49
259 Prof Jiang Media 24 0.62 0.50
260 Dr. SHIVA Ayyadurai, MIT PhD 18 0.62 0.52
261 Candace Owens 41 0.61 0.71
262 pod talk 19 0.61 0.54
263 DeVory Darkins 32 0.61 0.59
264 Minority Mindset 22 0.61 0.50
265 Dr. Steve Turley 24 0.60 0.66
266 Lezzet Yöresi 19 0.56 0.61
267 VANNtastic! 48 0.56 0.54
268 Danny Haiphong 31 0.55 0.67
269 Verified Reviews 29 0.54 0.43
270 Canada Pulse 23 0.53 0.62

Notable People

Most frequently analyzed individuals across all videos.

Donald Trump
550 videos Moderate Mostly Transparent
Alex Hormozi
120 videos Moderate Transparent
Jason Calacanis
94 videos Moderate Mostly Transparent
Rachel Maddow
86 videos High Mostly Transparent
Chamath Palihapitiya
81 videos Moderate Mostly Transparent
Matt Gaetz
68 videos Moderate Transparent
David Sacks
67 videos Moderate Mostly Transparent
Pete Hegseth
65 videos High Mostly Transparent
David Heinemeier Hansson
63 videos Low Transparent
Christy Vann
62 videos Moderate Mixed Transparency

Podcast Podcasts

Episodes Analyzed 265
Avg Intensity 66%
Avg Transparency 62%
Shows 3

Notable Analyses

Today's Technique Spotlight

Rotates daily. Drawn from real analysis data.

Story Shaping

Story Shaping

A story can only include so much, so every video chooses what to show you and what to leave out. Story shaping is about those choices: who gets to speak, what context is given, and what's treated as obvious. When you finish watching, ask: "Whose perspective is missing here, and would the story change if they were included?"

Strongest example

EXPLOSIVE! What Erika Kirk Was Doing In Epstein's Orbit… | Candace Ep 310

Candace Owens

Score: 0.9 Transparency: 0.3

Self-check question

Whose perspective is missing here, and would the story change if they were included?

Transparency Distribution

Transparent
2148 (52%)
Mostly transparent
1497 (37%)
Mixed
28 (1%)
Mostly covert
480 (12%)
Covert
16 (0%)
High
92 (2%)
High transparent
1 (0%)

Intensity Distribution

Minimal
1615 (39%)
Low
1809 (44%)
Moderate
651 (16%)
High
271 (7%)
Extreme
8 (0%)

Average Dimension Scores

Across all 4096 analyses. Higher = more of that technique detected.

Story Shaping
0.37
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

67

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)

61

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

42

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)

36

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

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)

60

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)

17

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

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)

39

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

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

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

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)

13

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

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)

20

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)

17

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)

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

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)

22

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

Software Engineering

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)

12

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

Direct appeal

Explicitly telling you what to do — subscribe, donate, vote, share. Unlike subtler techniques, it works through clarity and urgency. Most effective when preceded by emotional buildup that makes the action feel like a natural next step.

Compliance literature (Cialdini & Goldstein, 2004); foot-in-the-door (Freedman & Fraser, 1966)

10

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)

20

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

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)

14

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)

13

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

Marketing & Sales

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

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

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

Career

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

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

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

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

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

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

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

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
0.9 0.3

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)

0.8 0.4

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)

0.9 0.3

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)

0.8 0.3

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)

0.9 0.2

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)

Deep Focus Music | Beat Procrastination ... NeuroWaves Lab Music 1.0 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)

Concentration \ Programming Music 010 (p... warren010h 1.0 0.1

Direct appeal

Explicitly telling you what to do — subscribe, donate, vote, share. Unlike subtler techniques, it works through clarity and urgency. Most effective when preceded by emotional buildup that makes the action feel like a natural next step.

Compliance literature (Cialdini & Goldstein, 2004); foot-in-the-door (Freedman & Fraser, 1966)

Companies are Rehiring Developers, what ... Stefan Mischook 0.9 0.2

Direct appeal

Explicitly telling you what to do — subscribe, donate, vote, share. Unlike subtler techniques, it works through clarity and urgency. Most effective when preceded by emotional buildup that makes the action feel like a natural next step.

Compliance literature (Cialdini & Goldstein, 2004); foot-in-the-door (Freedman & Fraser, 1966)

All data from real influence analyses. See our methodology

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