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STEAL THIS · CROSS-NICHE PATTERN

AI workflow reframe: replace vague prompts with system-level inputs

From @personalbrandlaunch · source: instagram · see original

Hook types

contrarianpattern-interruptlisticle

01 · THE FRAMEWORK

Opens with a naive/surface-level action ('I ask AI to do X'), then immediately pivots to the superior mechanical alternative ('I actually do Y instead'). Each beat follows the same two-line contrast structure, creating a repeating reveal loop. Closes with a follow CTA after 5 parallel beats , no summary, no conclusion, just the loop ends.

02 · THE CTA PATTERN

Explicit follow CTA: 'Follow for more social media marketing education' , appended as a single line after the final beat, no buildup.

03 · TRANSLATE IT FOR TRADERS

- Open each beat with the WRONG version of the action first ('I ask AI to write hooks') , this creates a micro-curiosity gap before the correction lands - Use a strict A/B contrast structure per beat: naive prompt → system-level input; repeat 4-6 times without deviation - Name a specific input source in the 'correct' version (calendar, call transcripts, story analytics, existing viral scripts) , specificity is what separates the two halves - Apply the 'fill-in-the-blank structure' mechanic explicitly: tell the audience the AI output becomes a reusable template, not a one-off asset - Repurpose proof: frame converting a viral reel into a carousel as 'already proven topic' , positions recycling as strategy, not laziness - Keep each beat to 2 sentences maximum , the rhythm of the contrast loop breaks if any beat runs long - No intro, no context-setting, no 'today I want to talk about' , first word is the subject of beat one - Apply this contrast format to any Zera topic: 'traders ask AI for a trade idea' vs 'traders feed AI their last 20 losing trades and extract the pattern'

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Steal: AI workflow reframe: replace vague prompts with system-level inputs — translated for trading creators