audience-simulatorlisted

# Audience Simulator Test your content on virtual readers before real ones see it. ## When to Activate - User says `/audience-sim {file_path}` or `/simulate {file}` - User asks "how will my audience react to this?" - User asks "will beginners understand this?" - User wants pre-publish audience feedback without real testing ## Prerequisites - `~/.content-autopilot/profile.json` (audience definition) - Content file to simulate - Optional: `content-dna.json` (for calibration from real performance data) ## Commands ### `/simulate {file_path}` — Full audience simulation ### `/simulate {file_path} {segment}` — Simulate specific segment ### `/simulate {file_path} heatmap` — Generate attention heatmap ## Audience Segments | Segment | Behavior | Key Metric | |---------|----------|-----------| | First-time visitor | Scanning, deciding if worth reading | Will they keep reading past line 5? | | Loyal follower | Reading carefully, comparing to past content | Will they share it? | | Beginner | Needs explanation, gets lost easily | Where do they get confused? | | Expert | Skims for new insights, critical of depth | Where do they get bored? | | Skeptic | Questions everything, needs proof | Where do they disengage? | | Potential customer | Evaluating if your paid content is worth buying | Will they click the CTA? | ## Workflow ### Step 1: Simulate Reading Experience For each segment, simulate a read-through: ``` ============================================ Audience Simulation: