Viral Post Structure & Cognitive Resonance Analyzer D3 Engine

Based on cognitive copy analysis @nigeyama369

📝 Post Annotator & Structure Segmenter

Select text in the editor and click a structural tag button to segment your post, or edit block text directly to update cognitive resonance metrics.

Tag Selection:

Annotated Structural Blocks

5 Blocks Tagged

📊 Cognitive Resonance & Flow Diagnostics

Hook Gap Score 0.82 Strong Hook
Semantic Density 0.74 Moderate Drop
Authority Vector 0.65 Needs Proof
Friction Index 0.18 Low Friction
Structural Flow Comparison (Template Intention vs. Your Draft)
Cognitive Radar Profile
Structural Diagnostic Summary
High hook resonance, but semantic density drops in block 2; authority signal needs concrete empirical grounding.

Optimized Re-Structured Outline

  • Hook: Direct paradox assertion highlighting the under-1000 impression ceiling despite identical copying.
  • Tension: Expose why passive imitation skips underlying mental friction.
  • Core Insight: Structure creates reach, but empirical grounding and semantic density dictate retention.
  • Payoff: Actionable framework for embedding proof vectors in structural templates.
Canonical Proof Surface
Template: Frustration Myth-Buster Hook Gap: 0.82 Semantic Density: 0.74 Friction Index: 0.18 Diagnostic: High hook resonance, but semantic density drops in block 2; authority signal needs concrete empirical grounding.
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