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Content built to spread.
Virality isn't predictable. But it is engineerable.
You can't know which post explodes — you can stack the odds it will.
You can't know which post explodes — you can stack the odds it will.
Volume
×
Clarity
×
Emotional Precision
=
Probability
TREND → FORMAT → VRIN → EMOTION → REMIX → SEQUENCE
= stacked odds
Virality Intelligence Report
Content Analysis
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Hook Strength?How hard the opening line arrests attention. Scored on zero-friction entry, immediate tension, and the "Wait — what?" trigger. Below 70 means rewrite your hook.
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Kane Framework
Emotion Arousal?How strongly the selected emotion is activated. High-arousal emotions (awe, anger, anxiety, surprise) drive sharing. Low-arousal emotions suppress it. The AI picks the strongest authentic fit.
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Berger STEPPS
Share Trigger?How powerfully the content motivates someone to forward it. The best content activates 2–3 triggers simultaneously — identity expression, social positioning, practical utility.
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Social Currency
Platform Fit?How well the format, length, structure, and hook style match the selected platform's algorithm. A LinkedIn piece scored for TikTok would score low here.
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Algorithm Signal
VRIN Score?Rarity index. Valuable + Rare + Inimitable + Non-substitutable. Below 60 means this angle is too common. Above 85 means you own territory almost nobody else is posting in.
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Rarity Index
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Valuable?Does this content deliver clear, meaningful value? High score = the viewer gains something real from watching.
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R
Rare?How uncommon is this angle? Low score = posted constantly in your niche. High score = almost nobody has said this yet.
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I
Inimitable?How dependent is this on your specific voice, experience, or POV? High score = hard for others to replicate authentically.
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N
Non-substitutable?Is this the definitive take on this topic? High score = no other piece of content fills this exact role for this audience.
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AI Selected Emotion?The single highest-arousal emotion that authentically fits your topic. You never choose this — the AI selects autonomously from Berger's STEPPS research. This emotion shapes every word choice and sentence rhythm.
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Hook Category?The psychological strategy behind your opening line. Six categories available — Identity Reframe, Consequence Preview, System Expose, Anticipation Gap, Near-Miss Reveal, You're Being Manipulated. The AI picks whichever hits hardest for your specific topic.
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Share Triggers Activated?The specific psychological mechanisms that will make someone forward this content. The AI selects 2–3 simultaneously. The first one listed is the primary trigger — the reason someone shares within the first minute of watching.
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Social Currency Strategy?What the person sharing this gains socially by sharing it. People share content that makes them look good, smart, informed, or morally aware to their network. This is the sharer's invisible motivation.
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What This Format Demands
Content Structure
Backup Format
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Platform Optimization
Thumbnail Concepts
3 Click-Driving Ideas
Filming Guide
Shot List
Platform Adaptation
Rewrite for Other Platforms
Caption Variants
5 Styles for Your Platform
Remix Engine
5 Trend-Targeted Variations
30-Day Sequence Builder
Full Content Calendar
VYRALL Output
Final Script
Waiting