Clickbait Engine

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:

1. Frame events as cultural moments, not just games — "speed dating on the Otherside" not "our emote matching game"
2. Name-drop participating projects — borrowed authority from WoW, BAYC, etc.
3. Use game mechanics as hooks — "if they don't match they're incompatible → kicked out the bar" = drama
4. Lowercase authenticity for tweet text, CAPS only for emphasis moments
5. 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

1. Always generate 3-5 title options, ranked by engagement potential
2. Score each on: Curiosity Gap (1-5), Emotional Trigger (1-5), Shareability (1-5)
3. Default to the one with highest combined score
4. For clips: use Setup → Punchline format unless quote is more powerful
5. All @handles must be verified before posting (reference/verified-handles.md)