Heimdall Studios
Story Intelligence for Content That Connects
Analyze screenplays, lyrics, and content with a 60-feature success prediction model spanning 7 feature categories: Structure (scene_count, pacing_consistency, act_balance), Emotional (emotional_range, tension_buildup, tension_release), Template (12 Hallmark templates matched via Pearson arc correlation + beat alignment), Character (protagonist_clarity, dialogue_balance via Gini coefficient), Persuasion (manipulation_density, technique_variety), Hook (opening_strength, ending_satisfaction), and Genre (romance_intensity, holiday_relevance). Content safety screening with 4-tier moderation.
Challenges You Face
Script Evaluation
Need quantitative analysis beyond gut feeling — emotional arc classification into 6 shapes with confidence scoring via Pearson correlation
Success Prediction
60 extracted features predict commercial viability — but which features matter for YOUR genre?
Template Adherence
How closely does this script follow proven templates? Beat alignment scoring quantifies formula adherence vs. originality
Music Analysis
Earworm scoring composites hook memorability, repetition, simplicity, rhyme patterns, and rhythm consistency
Content Standards
Pre-release detection of consent issues, stereotypes, and toxic relationship modeling before public backlash
Content Safety Compliance
Automated G/PG/PG-13/R/X rating estimation using toxicity, violence, and profanity scoring
Key Features
60-Feature Success Prediction
7 categories: Structure (10), Emotional (10), Template (10), Character (10), Persuasion (10), Hook (5), Genre (5)
6-Arc Emotional Classification
Rags to Riches, Riches to Rags, Man in a Hole, Icarus, Cinderella, Oedipus — classified via Pearson correlation at 5 reference points
12 Hallmark Templates
christmas_miracle, summer_romance, big_city_homecoming, second_chance_love, royal_romance, wedding_planner, family_business, secret_identity, holiday_baking, pet_matchmaker, small_town_festival, career_vs_love
Fountain Format Parsing
Direct parsing of industry-standard Fountain screenplay format with scene detection and character extraction
Lyrics Analysis
Section detection (verse, chorus, bridge), hook effectiveness scoring, earworm potential, per-section emotional trajectory
Character Graph Analysis
Protagonist detection, dialogue balance (Gini coefficient), relationship complexity, archetype classification (mentor, sidekick, love interest)
Content Safety Screening
Violence, substance_glorification, misogyny, toxic_relationship keyword patterns + 56-technique manipulation detection in dialogue
Age Rating Estimation
Automated G/PG/PG-13/R/X via ContentRatingPlugin — aggregates toxicity, violence, sexual content, and profanity signals
What Others Miss
Stealth manipulation that hides behind objectivity. Heimdall exposes it.
Identify romantic scenes modeling coercion or boundary violations — flagged via dialogue manipulation technique analysis
Character dialogue technique distributions reveal harmful racial, gender, and cultural stereotypes in character writing
Manipulation techniques in romantic dialogue — Loaded_Language, Appeal_to_fear, FOMO, False_Hope — flagged when presented positively
Narrative Flow Analysis
Emotional Arc Classification
6 shapes with reference profiles: Rags to Riches [0.2, 0.35, 0.5, 0.7, 0.9], Man in a Hole [0.6, 0.3, 0.2, 0.4, 0.7], Icarus [0.3, 0.6, 0.8, 0.5, 0.2], Cinderella [0.3, 0.5, 0.3, 0.6, 0.9], Oedipus [0.7, 0.4, 0.6, 0.3, 0.2]
Beat Alignment Scoring
completed_beats / total_beats quantifies how closely a script follows template beat structure
Audience Journey Prediction
Per-scene emotional intensity + pacing (slow/medium/fast) + dominant emotion = predicted audience emotional response
Rewatchability Indicators
emotional_volatility (mean |delta intensity|), twist_presence (>0.5 intensity shift), ending_satisfaction (positive emotion ratio in last 10%)
Techniques We Detect
Weaponized nostalgia in scripts and lyrics — emotional connection to idealized past
"Last chance" urgency in lyrics and dialogue — artificially created stakes
Emotionally charged dialogue that bypasses critical thinking — detected per-token with severity scoring
"They don't understand us" — in-group bonding via out-group exclusion in lyrics and scripts
Pricing
Production
- ✓Unlimited scripts
- ✓60-feature model
- ✓12 templates
- ✓Lyrics analysis
- ✓Character graphs
60 Features. 7 Categories. One Prediction.
Schedule a demo or start your free trial today.