Layer 01
Vocabulary & Diction
Word choice patterns, reading level, jargon density, and signature phrases.
Example: Uses slang frequently, 8th-grade reading level, heavy tech jargon, signature catchphrase detected
Layer 02
Sentence Architecture
Average length, complexity, use of fragments, rhetorical questions, and structural rhythm.
Example: Short punchy sentences, frequent fragments, 2x average rhetorical questions
Layer 03
Rhetorical Patterns
Argumentation style, analogies, repetition devices, and persuasion techniques.
Example: Heavy analogy use, Socratic questioning, builds to emotional climax
Layer 04
Emotional Signature
Baseline tone, humor type, intensity range, and audience emotional targeting.
Example: Dry humor, moderate intensity, vulnerability in openings, anger in conclusions
Layer 05
Topic & Domain Map
Subject expertise, topic clustering, cross-domain references, and content boundaries.
Example: Primary: tech reviews. Secondary: geopolitics. Never: lifestyle content
Layer 06
Ideological Markers
Political leanings, cultural values, philosophical frameworks with confidence scoring.
Example: Libertarian-leaning (0.7 confidence), pro-technology, skeptical of institutions
Layer 07
Audience Model
Assumed knowledge level, in-group references, community signals, and relationship dynamics.
Example: Assumes technical literacy, frequent in-jokes, parasocial warmth
Layer 08
Content Structure
Opening hooks, segment patterns, pacing, callback frequency, and closing moves.
Example: Cold open hook, 3-segment format, fast pacing, always ends with question
Layer 09
Visual & Format Language
Thumbnail patterns, text overlay style, color tendencies, and format choices.
Example: Bold text overlays, red+black palette, face-forward thumbnails
Layer 10
Platform Behavior
Posting cadence, engagement patterns, cross-promotion, and platform adaptations.
Example: 3x/week uploads, responds to top comments, cross-posts clips to TikTok