dvcrn Clickbait Engine - Engagement-Maximized Content Titles & Hooks
Built from studying @AlexFinn (406K, $300K ARR), @notthreadguy (355K), and @Jackkk (29K, 37M impressions/2wks).
The Three Masters: What They Do
Alex Finn (@AlexFinn) - The Absolutist
Pattern: Extreme declarative statements that force agreement or outrage.
- "Apple will win the AI war in June 2026 without investing a single penny into AI"
- "OpenClaw is the greatest application of AI we've ever seen"
- "Humanity has advanced more in the past 3 weeks than the previous 100 years combined"
- "We have entered a new age"
- "It's never been more important to move as violently as possible"
Why it works:
- Superlatives force reaction — "greatest," "never been more," "ever" — you HAVE to click to see if he's right
- Time compression — "3 weeks > 100 years" creates cognitive dissonance
- Identity statements — "We have entered a new age" makes you feel like you're missing something
- Zero hedging — no "I think" or "maybe" — pure conviction = engagement
ThreadGuy (@notthreadguy) - The Unfiltered Reactor
Pattern: Raw emotional reactions that mirror what the audience is thinking but won't say.
- "theyre trying to convince sbf to claim bags app fees LMFAOOOOOOOOOOO"
- "i'm legitimately tired bro"
- "why is sam bankman fried on my timeline every morning please make it stop"
- "if you ever tell me to go to sleep again i will start using chatgpt"
- "need a term to differentiate actually reading something vs having ai summarize it"
- "in the club thinking about Dario Amodei"
Why it works:
- Parasocial intimacy — talks like he's texting his group chat, not broadcasting
- Lowercase = authenticity — no caps, no polish = "real" feels
- Cultural references as punchlines — drops names (SBF, Dario) without context = insiders club
- Creates vocabulary — "read it raw" → meme-able, shareable, screenshot-able
- Absurdist juxtaposition — "in the club thinking about Dario Amodei" = unexpected + relatable
Jackkk (@Jackkk) - The Quote Clipper
Pattern: Extract the most provocative quote from a conversation, frame it as a reveal.
- "MrBeast reveals he doesn't like expensive food"
- "Threadguy reveals Nick Fuentes has a Milady alt account"
- "Top geopolitical trader reveals intelligence agencies are looking at Polymarket"
- "TJR reveals his $3,500,000 Koenigsegg did NOT get repossessed"
Why it works:
- "reveals" = instant curiosity gap — implies secret knowledge being shared
- Name + shocking statement — borrowed authority + unexpected claim
- Dollar amounts — $3.5M, $100K/y — concrete numbers trigger clicking
- Contradiction framing — "did NOT get repossessed" — correcting a narrative = drama
The Behavioral Science
1. Curiosity Gap (Loewenstein, 1994)
Create a gap between what people know and what they WANT to know. Never close it in the title.
- ❌ "Here's why Apple will win the AI war: they have M5 chips"
- ✅ "Apple will win the AI war without investing a single penny into AI"
2. Loss Aversion (Kahneman & Tversky)
Humans fear missing out 2x more than they enjoy gaining. Frame titles as "you're behind."
- "Stop what you're doing" (implies urgency, you're wasting time)
- "We have entered a new age" (if you didn't know, you're behind)
- "How do you not see this future?" (you're blind if you disagree)
3. Social Proof + Authority
Name-drop people with status. The audience clicks to see what the authority said.
- "MrBeast reveals..."
- "Michael Burry is short stocks and he's wrong"
- Frame experts as "top [role]" even if vague
4. Pattern Interrupt
Break expected formatting to stop the scroll.
- ALL CAPS for emphasis: "LMFAOOOOOOOOOOO"
- Extended letters: "please make it stopppp"
- Single-word reactions: "what" (with quote tweet)
- Absurdist mismatch: "in the club thinking about Dario Amodei"
5. Tribal Identity
Make the reader feel they're part of an in-group or challenge their membership.
- "if you ever tell me to go to sleep again i will start using chatgpt" (claude users = tribe)
- "everybody fc bitcoin right now" (community command)
- "The world has changed more in the past month than the previous decade" (if you don't feel this, you're out)
Title Formulas (Pick and Apply)
The Absolutist (Alex Finn style)
[Subject] is the [superlative] [thing] [timeframe qualifier]
[Subject] will [bold prediction] without [expected requirement]
[Timeframe] has [changed/advanced] more than [longer timeframe]
It's never been more [important/urgent] to [action]
The Reveal (Jackkk style)
[Person] reveals [unexpected fact about topic]
[Person] explains why [counterintuitive claim]
[Role] reveals [insider knowledge] about [trending topic]
[Person]'s $[big number] [thing] [unexpected outcome]
The Reactor (ThreadGuy style)
[lowercase raw reaction to trending event]
[absurdist observation] + [unexpected cultural reference]
need a [new concept] for [common experience everyone relates to]
[person/thing] on my timeline [emotional reaction] please [dramatic request]
The Hot Take (General)
[Common belief] is wrong. Here's why.
Everyone is [doing X]. Nobody is [doing Y].
[Controversial figure] was right about [topic nobody wants to admit]
The real reason [thing happened] has nothing to do with [obvious cause]
The Medieval Mindset (Video Essay style)
Why [Modern Trend] Is Basically [Historical Parallel]
[Gen Z Thing] Has Ancient Roots Nobody Talks About
The [Adjective] History Behind [Viral Trend]
[Current Culture] = [Unexpected Historical Era] (Here's Proof)
Clip Caption Formulas (For Posting Clips to X)
The Setup → Punchline
[context of the game/scene]
[the rules in > arrows]
[what happened — the unexpected moment]
powered by [tag]
The Quote Pull
"[most provocative direct quote from clip]"
[one-line context]
[tag]
The Reaction Bait
[short description of what's about to happen]
nobody was ready for this
[tag]
Honey B / Other Games Application
For Otherside content specifically:
- Frame events as cultural moments, not just games — "speed dating on the Otherside" not "our emote matching game"
- Name-drop participating projects — borrowed authority from WoW, BAYC, etc.
- Use game mechanics as hooks — "if they don't match they're incompatible → kicked out the bar" = drama
- Lowercase authenticity for tweet text, CAPS only for emphasis moments
- Every clip needs a one-line setup that creates curiosity before the viewer hits play
The Lore Clipper (Clavicular/KickChamp/Clippd style)
The hottest format right now. Treats real life like an RPG/anime saga.
[Character] was CAUGHT [embarrassing action] right after ASCENDING to #[rank] on the [Leaderboard] which could trigger an instant [DEBUFF] and push him back to #[rank] making the [RIVAL] reclaim #1
[Height] [Nationality] [TIER]-CHAD [Name] has [DRAMATIC ACTION] in order to [QUEST OBJECTIVE] and engage in a [COMPETITION TYPE] to avenge [ALLY] after the BRUTAL [incident] last [timeframe]
Key rules:
- Headlines have NOTHING to do with the actual video (the lingo IS the product)
- Use RPG/gaming language: debuffs, ascending, leaderboards, mog, saga
- Frame everything as an ongoing SAGA with characters and rivalries
- ALL CAPS for power words: CAUGHT, BRUTAL, ASCENDING, HUNT, REJECTED
- Treat streamers/participants like anime characters with arcs
- Works because Gen Z already thinks in gaming terms (Medieval China article confirms this)
Lingo dictionary:
- Mogging = physically/socially dominating someone
- Frame mog = dominating with physical frame/size
- Ascending = improving your ranking/status
- Debuff = negative event reducing your score
- Looksmaxxing = enhancing appearance at any cost
- TERA-CHAD = ultimate tier alpha
- Jester maxing = compensating with humor
- Burgergooning = eating junk (seen as failure)
Why it works (behavioral science):
- Serialized narrative creates investment (soap opera effect)
- RPG language gamifies real life (engagement through familiar framework)
- CAPS + dramatic framing triggers pattern interrupt
- "Saga" framing makes people want to follow the whole arc, not just one clip
- @beffjezos: "This saga is better than the Marvel franchises at this point"
Application to Other Games / Otherside clips:
- Frame events as ongoing sagas with characters
- Kodas become recurring characters with arcs
- Event outcomes = plot twists
- Use RPG language naturally (we're literally in a game world)
Anti-Patterns (What Kills Engagement)
- ❌ Hedging: "I think maybe this could be..."
- ❌ Corporate voice: "We're excited to announce..."
- ❌ Explaining in the title what the content shows (kills curiosity gap)
- ❌ Generic superlatives without specificity: "This is amazing!"
- ❌ Too many hashtags (looks desperate)
- ❌ Emojis (Honey B's rule — and it reads cleaner)
- ❌ Em dashes (AI tell)
When Used by Cello
- Always generate 3-5 title options, ranked by engagement potential
- Score each on: Curiosity Gap (1-5), Emotional Trigger (1-5), Shareability (1-5)
- Default to the one with highest combined score
- For clips: use Setup → Punchline format unless quote is more powerful
- All @handles must be verified before posting (reference/verified-handles.md)