SOP: Deconstrucción forense de videos virales de YouTube con IA

 

2026-08-30

¿Para qué sirve este SOP?

El life hack favorito de Alex Veremeyenko para guiones de YouTube:

> Encontrá un video viral con mucho valor → extraé la transcripción → usá este prompt para extraer el playbook completo de por qué funcionó (hooks, estructura, ingeniería emocional).

El prompt hace una deconstrucción forense: analiza el video como un investigador de escena del crimen, extrae cada hook, patrón, elemento estructural, trigger emocional y mecanismo de retención, y lo compila en un blueprint viral reutilizable. El resultado es un template fill-in-the-blank para crear contenido nuevo en cualquier nicho, sin copiar una sola palabra del original.

Resultado esperado: de un video de 10M views a un blueprint con las 11 secciones de análisis + un template de guion listo para tu nicho, en menos de 15 minutos.

Requisitos previos

RequisitoEstado
Un video viral de tu nicho con alto valor percibido
Acceso a ytscribe.ai (o yt-transcript.sh local) para la transcripción
ChatGPT, Gemini, Claude o cualquier LLM con contexto largo
15 minutos de atención enfocada

Paso 1 — Encontrá el video viral correcto

No cualquier video sirve. Buscá: - Alto valor percibido (la gente lo guarda, no solo lo mira) - Mucho views en tu nicho (10M+ si existe, sino el top de tu nicho) - Estructura visiblemente fuerte (podés intuir por qué engancha)

Regla: si el video es entretenido pero nadie lo guarda, no es buen candidato. El objetivo es extraer una fórmula, no un momento.

Paso 2 — Extraé la transcripción

Opción A (online): ytscribe.ai — pegá la URL, descargá la transcripción completa.

Opción B (local, stack Ariel):

bash ~/.hermes/scripts/yt-transcript.sh "{{URL}}"
El script devuelve VIDEO_ID, TITLE y TRANSCRIPT. Si el video tiene subtítulos en español, inglés, portugués o francés, los toma.

⚠️ Pitfall yt-transcript.sh: si devuelve TRANSCRIPT_OK=false, el video puede tener subs solo en otro idioma o pedir PO Token. Reintentá con otro video candidato antes de rendirte.

Paso 3 — Pegá el prompt "YouTube Video Analyst"

Copiá el prompt completo (abajo, en el bloque siguiente) y reemplazá las 5 variables de :

● VIDEO TRANSCRIPT: [PEGÁ LA TRANSCRIPCIÓN COMPLETA ACA]
● MY NICHE/TOPIC: [SOBRE QUÉ VAS A CREAR CONTENIDO]
● MY CONTENT STYLE: [TU TONO HABITUAL - casual, educativo, hype, etc.]
● TARGET PLATFORM: [YouTube, TikTok, Instagram Reels, Shorts, etc.]
● VIDEO LENGTH GOAL: [SHORT-FORM <60s / MID-FORM 2-10min / LONG-FORM 10min+]

El prompt completo (copiar y pegar)

` YOUTUBE VIDEO ANALYST

You are receiving a raw YouTube video transcript. Your mission is to perform forensic-level deconstruction of everything that makes this content work—extracting every hook, pattern, structural element, emotional trigger, and retention mechanism into a comprehensive viral blueprint. This blueprint becomes a reusable template to clone the video's success formula for entirely new topics without copying a single word.

Adopt the role of a Viral Content Forensic Analyst - a former YouTube algorithm engineer turned content strategist who obsessively reverse-engineers videos that explode past 10M views. You've mapped the neural patterns behind 5,000+ viral videos across every niche and discovered that virality follows predictable formulas hidden in plain sight. You see what others miss: the micro-pauses that create tension, the specific word patterns that trigger shares, the invisible architecture that keeps viewers glued. Your expertise sits at the intersection of behavioral psychology, algorithmic mechanics, and storytelling craft.

Approach this transcript like a crime scene investigator examining evidence. Extract EVERYTHING systematically:

  1. First, read the entire transcript to understand the full arc
  2. Identify and categorize every hook, transition, and retention mechanism
  3. Map the emotional journey beat-by-beat
  4. Decode the structural framework underlying the content
  5. Extract reusable patterns as fill-in-the-blank templates
  6. Assign virality scores and explain WHY each element works
  7. Compile everything into a modular blueprint ready for immediate use

Think step-by-step. Be exhaustive. Miss nothing. Every sentence exists for a reason in viral content—find that reason.

Analyze the provided transcript and extract the following components with surgical precision:

SECTION 1: HOOK ARCHITECTURE

● Primary Hook (first 3-8 seconds): Extract exact wording, identify hook TYPE (curiosity gap, pattern interrupt, bold claim, controversy, story loop, identity trigger), explain psychological mechanism ● Secondary Hooks: Every re-engagement hook throughout the video with timestamp markers ● Hook Templates: Convert each hook into a [BLANK] template for any topic ● Hook Stack Analysis: How multiple hooks layer together in the opening

SECTION 2: STRUCTURAL BLUEPRINT

● Content Framework: Identify the macro-structure (Problem-Agitate-Solve, Story-Lesson-CTA, List-Depth-Summary, etc.) ● Beat Map: Every major transition point and what triggers the shift ● Pacing Pattern: Fast/slow rhythm, where energy peaks and valleys ● Section Breakdown: Divide into clear acts/segments with purpose of each ● Time Allocation: Percentage of video spent on each structural element

SECTION 3: RETENTION MECHANICS

● Open Loops: Every unresolved question or promise that keeps viewers watching ● Pattern Interrupts: Moments designed to snap attention back ● Curiosity Gaps: Information deliberately withheld to create tension ● Payoff Points: Where loops close and satisfaction hits ● Cliffhanger Techniques: Mini-cliffhangers between sections ● "Wait, What?" Moments: Lines designed to stop the scroll

SECTION 4: EMOTIONAL ENGINEERING

● Emotional Arc Map: Graph the emotional journey (anticipation → tension → relief → excitement) ● Trigger Words: Specific words chosen for emotional impact ● Identity Hooks: Moments that make viewers feel "this is for ME" ● Us vs. Them: Any tribal/belonging dynamics created ● Status Plays: Appeals to aspiration, fear of missing out, superiority ● Vulnerability Points: Where authenticity creates connection

SECTION 5: STORYTELLING ELEMENTS

● Narrative Framework: Core story structure used (Hero's Journey, Rags-to-Riches, etc.) ● Character Elements: How the speaker positions themselves ● Conflict/Tension: What creates stakes and drama ● Specificity Anchors: Concrete details that make it believable ● Sensory Language: Words that create mental images ● Dialogue/Quotes: How direct speech is used for impact

SECTION 6: LINGUISTIC PATTERNS

● Power Phrases: High-impact phrases worth stealing ● Sentence Rhythm: Short vs. long sentence patterns ● Repetition Techniques: What gets repeated and why ● Contrast Pairs: Before/after, problem/solution contrasts ● Command Language: Direct instructions to the viewer ● Conversational Triggers: Words that create intimacy ("you," "we," "imagine")

SECTION 7: ALGORITHM SIGNALS

● Watch Time Optimizers: Elements designed to maximize retention ● Engagement Bait: Moments designed to trigger comments ● Share Triggers: What makes someone send this to a friend ● Save Triggers: Information worth bookmarking ● Subscribe Hooks: Why someone would want more ● Thumbnail/Title Alignment: How content delivers on the click promise

SECTION 8: CALL-TO-ACTION ARCHITECTURE

● Primary CTA: Main ask and how it's positioned ● Soft CTAs: Subtle nudges throughout ● CTA Timing: When asks happen and why that timing works ● Value Exchange: What viewer gets for taking action ● Objection Handling: How resistance is preemptively addressed

SECTION 9: VIRAL COEFFICIENT ANALYSIS

● Shareability Score (1-10): With specific reasoning ● Comment Bait Density: How many discussion triggers exist ● Controversy Calibration: Edgy enough to engage, safe enough to share ● Niche Crossover Potential: Appeal beyond core audience ● Emotional Intensity Map: Peaks that trigger sharing impulse

SECTION 10: REUSABLE TEMPLATE OUTPUT

Create a complete fill-in-the-blank script template that captures ALL extracted patterns: ● Opening Hook Template (with 3 variations) ● Section-by-section framework with [BLANKS] ● Transition phrases as templates ● Retention hook templates for each section ● Emotional beat markers ● CTA template sequence ● Suggested timing for each section (as percentages)

SECTION 11: IMPLEMENTATION PLAYBOOK

● "Steal This" Checklist: Top 10 elements to use immediately ● Adaptation Guide: How to apply to different niches ● Common Mistakes: What would break the formula ● Enhancement Opportunities: Where the original could be better ● A/B Test Suggestions: Elements to experiment with

● VIDEO TRANSCRIPT: [PASTE YOUR FULL YOUTUBE TRANSCRIPT HERE] ● MY NICHE/TOPIC: [WHAT TOPIC WILL YOU CREATE CONTENT ABOUT] ● MY CONTENT STYLE: [YOUR TYPICAL TONE - casual, educational, hype, etc.] ● TARGET PLATFORM: [YouTube, TikTok, Instagram Reels, Shorts, etc.] ● VIDEO LENGTH GOAL: [SHORT-FORM under 60s / MID-FORM 2-10min / LONG-FORM 10min+]

[Primary Hook Analysis] [Hook Type Classification] [Secondary Hooks List with Timestamps] [Fill-in-Blank Hook Templates]

[Content Framework Identification] [Complete Beat Map] [Pacing Analysis] [Section Breakdown with Percentages]

[Open Loops Catalog] [Pattern Interrupts List] [Curiosity Gap Analysis] [Payoff Mapping]

[Emotional Arc Visualization] [Trigger Word Library] [Identity Hook Analysis] [Psychological Lever Breakdown]

[Narrative Framework] [Character Positioning] [Conflict/Stakes Analysis] [Specificity Anchors List]

[Power Phrase Library] [Rhythm Analysis] [Repetition Catalog] [Conversational Trigger Map]

[Retention Optimizer List] [Engagement Trigger Catalog] [Share/Save Trigger Analysis]

[CTA Sequence Map] [Timing Analysis] [Value Exchange Framework]

[Scorecard with Ratings] [Shareability Analysis] [Crossover Potential Assessment]

[COMPLETE FILL-IN-BLANK SCRIPT TEMPLATE] [Opening Variations] [Section Templates] [Transition Library] [CTA Templates]

[Top 10 Steal-This Elements] [Niche Adaptation Guide] [Mistake Prevention Checklist] [Enhancement Opportunities] [A/B Test Recommendations]

[One-page summary of all extracted patterns for rapid implementation] `

Paso 4 — Leé el blueprint

El output viene en 11 secciones + cheatsheet. Lo que importa:

SecciónQué te daUso inmediato
1 Hook ArchitectureEl hook primario con su tipo y mecanismo psicológicoTu opening, adaptado a tu tema
2 Structural BlueprintEl macro-framework (PAS, Story-Lesson-CTA, etc.) + % de tiempoEl esqueleto de tu guion
3 Retention MechanicsOpen loops, pattern interrupts, cliffhangersDónde poner las re-enganches
4 Emotional EngineeringEl arco emocional + trigger wordsLos momentos de tensión y alivio
5 StorytellingFramework narrativo + specificity anchorsLa historia que sostiene el argumento
6 LinguisticPower phrases + rhythmEl tono y las frases gancho
7 Algorithm SignalsWatch time + engagement + share triggersDónde pedir interacción
8 CTA ArchitectureLa secuencia de CTAs y su timingCuándo y cómo pedir
9 Viral CoefficientScorecard de shareability + crossoverSi vale la pena copiar la fórmula
10 Reusable TemplateEl guion fill-in-the-blank completoTu punto de partida
11 Implementation PlaybookTop 10 + adaptation guide + A/B testsEjecución y mejora

El secreto: la sección 10 es el entregable. Si el LLM la hizo bien, tenés un guion con [BLANKS] para tu nicho, con el timing sugerido en porcentajes. Las otras secciones son el razonamiento detrás.

Paso 5 — Escribí tu guion

  1. Tomá la sección 10 (Reusable Template)
  2. Completá los [BLANKS] con tu tema, tu estilo y tu plataforma
  3. Validá que no quedó NADA del video original — solo la estructura
  4. Ajustá el timing a tu duración objetivo
  5. Escribí el guion completo sobre ese esqueleto

Regla anti-copia: si una frase del original sobrevive en tu guion, la estás copiando, no clonando la fórmula. Reescibila.

Aplicación al stack MDP (YouTube automotriz)

Este prompt es un multiplicador directo para los canales de Motor Digital Press (Autotestarg, Lamotoarg, Transportemundialarg):

  1. Benchmark semanal: tomá el video de autos/motos/transporte que más views haya sacado en la semana (propio o de la competencia)
  2. Corré el prompt con la transcripción
  3. Extraé el template y comparalo con el guion estándar del canal
  4. Ajustá la estructura que el blueprint marque como ganadora
  5. Medí contra el benchmark anterior — el loop se retroalimenta

Para videos cortos (Shorts): usá VIDEO LENGTH GOAL: SHORT-FORM under 60s y el prompt adapta el blueprint automáticamente.

Verifier Checklist

CheckResultado
¿Video con alto valor percibido (no solo entretenido)?
¿Transcripción completa extraída (ytscribe o yt-transcript.sh)?
¿Las 5 variables de completadas?
¿El output tiene las 11 secciones + cheatsheet?
¿Sección 10 con template fill-in-the-blank para TU nicho?
¿Ninguna frase del original sobrevive en tu guion?
¿Timing en porcentajes adaptado a tu duración objetivo?
¿A/B test definido (un elemento a experimentar)?

Score: ☐/8

Troubleshooting

ProblemaCausa probableFix
El LLM devuelve análisis genéricoTranscripción truncada o muy cortaVerificá que pegaste la transcripción COMPLETA
Template fill-in-the-blank débilNo especificaste bien tu nicho/estiloCompletá las 5 variables con detalle antes de pegar
El output es solo análisis, no guionEl LLM ignoró la sección 10Pedí explícitamente: "completá la sección 10 primero"
TRANSCRIPT_OK=false (local)Subs en otro idioma o PO TokenProbá con ytscribe.ai o elegí otro video
El guion suena al originalCopiaste frases, no estructuraReescribí cada sección desde cero sobre el template

Referencias

  • Thread original: @alex_verem en X (2.2K likes, 149.4K views)
  • Transcripción: ytscribe.ai · script local yt-transcript.sh
  • Contexto: el método es un complemento del pipeline de guiones — no reemplaza la investigación de nicho ni el QA de retención post-publicación
— Ariel Di Stefano