Agent skill
youtube-video-ideation
Generate high-performing YouTube video ideas (titles, thumbnails, angles) using Ed Lawrence's framework with tournament-style selection. Use when the user needs help creating video concepts, evaluating video ideas, or planning their next YouTube video. Applies systematic comparison to select optimal concepts based on Ed's proven patterns.
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/data/youtube-video-ideation
SKILL.md
YouTube Video Ideation (Ed Lawrence Method + Tournament Selection)
Generate video concepts (title + thumbnail + angle) that pass Ed Lawrence's critical filters, then use tournament selection to identify the strongest idea.
Core Workflow
The ideation process follows these steps:
- Goal Setting - Define video objective (email/sales/views)
- Positioning Check - Verify alignment with channel positioning
- Concept Generation - Create 10 video concepts using Ed's patterns
- Tournament Selection - Narrow through systematic comparison (10 -> 5 -> 2 -> 1)
- Final Validation - Verify passes Ed's 3 critical questions
Step 1: Goal Setting
Before generating ideas, clarify the video's purpose:
Three Goals:
- Email Signups - Optimize for clicks to lead magnet
- Sales - Target dream buyer's specific problem
- Views - Jump on trends, broader appeal
Ask: "What is this video supposed to achieve?"
Document the goal before proceeding.
Step 2: Positioning Check
AEO Channel Positioning:
Avatar: Business owners and marketers who've invested in SEO/digital marketing but are invisible to ChatGPT/Gemini. They're solution-aware (know AI search matters) but don't know how to fix it.
Backstory:
- Scaled hair clinic $0 -> $5M with Meta ads (3 years)
- Scaled same clinic $5M -> $10M with AI chatbots
- ChatGPT convinced ME to buy a Porsche instead of BMW
- Now pioneering AEO optimization
Enemy: Traditional SEO agencies that ignore AI search. Brands that think "if it's not on Google, it doesn't exist."
Belief: "SEO is dying. The brands that win in 2026+ will be the ones ChatGPT recommends."
Space: THE AEO (Answer Engine Optimization) expert showing real results from ChatGPT/Gemini visibility.
Step 3: The Three Critical Questions (Filter)
Every video idea MUST pass these before tournament:
Question 1: Do my viewers even know what this means?
- Avoid jargon or concepts your avatar doesn't recognize
- If they don't understand the words, they won't click
- "AEO" needs context - pair with "ChatGPT" or "AI search"
Question 2: Do they understand why it matters?
- The value must be immediately obvious
- Don't make them guess why they should care
- Connect to business outcomes (revenue, leads, visibility)
Question 3: Do they think it solves the problem they actually have?
- Match their perceived problem, not the "real" problem
- Speak to what keeps them up at night
- "Invisible to AI" resonates more than "lack structured data"
Pre-filter rule: If an idea fails any question, discard it before tournament.
Step 4: Concept Generation
Generate 10 video concepts using these patterns:
Pattern Distribution:
- 3 Pain Point concepts - Lead with viewer's problem
- 3 Proof concepts - Lead with your results/credibility
- 2 Comparison concepts - Test/compare approaches
- 2 Contrarian concepts - Challenge conventional wisdom
For Each Concept, Define:
TITLE: The exact video title THUMBNAIL: Visual description (face + text + metaphor) ANGLE: What makes THIS video different from others HOOK: The first 10 seconds (pattern interrupt)
Title Formulas:
CRITICAL POSITIONING RULE: ALWAYS include positioning keywords: AEO, ChatGPT, Gemini, AI search, LLM
Examples:
- Include "ChatGPT" or "Gemini" in every title
- Use "AEO" when audience is aware of term
- Add business context ("Your Brand", "Your Business")
Pain Point Formula:
- "Why [Your Avatar] [Fails/Struggles/Can't Succeed] in ChatGPT"
- Example: "Why Your Brand is Invisible to ChatGPT (And How to Fix It)"
- "Your [Thing] is [Costing/Losing] You Customers to AI"
- Example: "Your SEO is Losing You Customers to ChatGPT"
- "[Problem] is [Adjective] until you [Action]"
- Example: "AI Search is Impossible Until You Do This One Thing"
Proof Formula:
- "I [Did X] for [Time Period] (Here's What Happened)"
- Example: "I Tracked ChatGPT Mentions for 30 Days (Here's What I Found)"
- "This [Thing] [Result] (Full Breakdown)"
- Example: "This Brand Went From 0 to #1 in ChatGPT (Full Breakdown)"
- "[Number] [People/Things] and Here's What I Learned"
- Example: "I Audited 100 Brands for AEO (Here's What Winners Do)"
Comparison Formula:
- "[Option A] vs [Option B]: [Time] Test"
- Example: "SEO vs AEO: Which Actually Matters in 2026?"
- "I [Tried Both] (The Results Shocked Me)"
- Example: "I Optimized for Google AND ChatGPT (The Results Shocked Me)"
Contrarian Formula:
- "Everyone Says [X]. I Did [Y]"
- Example: "Everyone Says SEO is King. I Stopped Caring About Google."
- "Why [Common Belief] Is Wrong"
- Example: "Why SEO is Dead (And What's Replacing It)"
- "I'm Doing What [Group] Won't"
- Example: "I'm Telling My Clients to Forget Google Rankings"
Thumbnail Requirements:
- Your face + emotion (surprised, serious, excited)
- 3 words max of text, LARGE and readable on mobile
- Visual metaphor showing the concept
- High contrast (bright backgrounds, bold text)
Angle Requirements:
- From someone who's actually done it (credentials)
- The opposite of what everyone says (contrarian)
- With real numbers (specificity)
- From unique perspective (positioning)
Step 5: Tournament Selection
Round 1: Head-to-Head Elimination (10 -> 5 concepts)
Pair concepts and compare on:
Positioning Fit (30%): Aligns with avatar, backstory, space? Passes 3 Questions (25%): Clear, valuable, solves their problem? Specificity (20%): Concrete numbers, names, details? Visual Strength (15%): Can thumbnail work on mobile? Franchise Potential (10%): Can make sequels if it works?
Advance 5 winners.
Round 2: Semi-Finals (5 -> 2 concepts)
Compare remaining concepts on:
Goal Alignment (35%): Best serves the video's purpose? Differentiation (30%): Most unique angle in the space? Ed's Patterns (20%): Uses proven structures/metaphors? Viewer Satisfaction (15%): Likely to bring them back?
Advance 2 finalists.
Round 3: Final Selection (2 -> 1 concept)
Evaluate finalists using weighted criteria:
Algorithm Performance (40%):
- Will YouTube push this to the right people?
- Does positioning own the comparison space?
- Creates curiosity gap without clickbait?
Business Impact (30%):
- Achieves the stated goal (email/sales/views)?
- Attracts high-value avatar?
- Sets up natural CTA to next video?
Execution Feasibility (20%):
- Can actually deliver on the promise?
- Have proof/results to show?
- Visual metaphors are clear?
Franchise Value (10%):
- Can create sequels?
- Establishes repeatable format?
- Builds channel identity?
Select winner and document full reasoning.
Step 6: Final Validation
Before presenting the winning concept, verify:
POSITIONING KEYWORD CHECK (MOST CRITICAL):
- Title includes AEO/ChatGPT/Gemini/AI search
- Keyword appears naturally, not forced
- Reinforces the channel's owned space
Ed's 3 Questions:
- Viewers know what this means
- They understand why it matters
- They think it solves their actual problem
Positioning Alignment:
- Speaks to specific avatar
- Leverages your backstory/credibility
- Positions against your enemy
- Reinforces your belief
- Owns your space (not competing broadly)
Execution Check:
- Can prove every claim
- Have visual metaphors ready
- Clear framework to teach
- Natural CTA to next video
Output Format
Present results in this structure:
WINNING CONCEPT
TITLE: [The exact title]
THUMBNAIL: [Detailed visual description]
- Face/emotion:
- Text (3 words max):
- Visual metaphor:
- Colors/contrast:
ANGLE: [What makes this unique]
HOOK (First 10 seconds): [The pattern interrupt]
GOAL: [Email Signups / Sales / Views]
WHY IT WINS:
- Positioning fit: [explanation]
- Goal alignment: [explanation]
- Differentiation: [explanation]
- Execution: [explanation]
FRANCHISE POTENTIAL: [List 3-5 sequel ideas]
RUNNER-UP (Optional)
TITLE: [Second place title]
WHY IT ALMOST WON: [Brief note on strengths]
WHY IT LOST: [Key differentiator that made winner stronger]
REJECTED CONCEPTS SUMMARY
Brief list of the 8 rejected concepts with one-line reason each.
AEO-Specific Video Categories
Viewer Videos (Growth - 25% of content)
- "Why Your Brand Doesn't Exist to ChatGPT" (contrarian)
- "AEO vs SEO: Which Actually Matters in 2026" (comparison)
- "I Asked ChatGPT About 100 Brands - Here's What Happened" (experiment)
- "SEO is Dead. Here's What's Replacing It." (contrarian)
Buyer Videos (Sales - 75% of content)
- Live AEO audits (roast/case study format)
- "The Complete AEO System" (deep dive)
- "How [Client] Got Cited in Gemini" (case study with results)
- "5-Step AEO Audit You Can Do Today" (short process)
- "Why ChatGPT Recommends Some Brands and Ignores Others" (educational)
Remember:
- Positioning first, ideas second - Ideas must fit your space
- Ed's 3 questions are non-negotiable - If it fails, reject it
- Tournament reveals the strongest - Don't skip comparison rounds
- Franchise potential matters - One-offs don't build channels
- The title that brings them will bring them back - Stay consistent
- Always include ChatGPT/Gemini/AEO - Own your positioning keyword
Generate 10, eliminate to 1, validate thoroughly.
This is the foundation. Get it right here, and filming/editing becomes easy.
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
agent-ops-spec
Manage specification documents in .agent/specs/. Use when user provides requirements, acceptance criteria, or feature descriptions that need to be tracked and validated against implementation.
agent-ops-state
Maintain .agent state files. Use at session start, after meaningful steps, and before concluding: read/update constitution/memory/focus/issues/baseline consistently.
agent-ops-spec
Manage specification documents in .agent/specs/. Use when user provides requirements, acceptance criteria, or feature descriptions that need to be tracked and validated against implementation.
agent-ops-testing
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
agent-ops-testing
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
agent-ops-state
Maintain .agent state files. Use at session start, after meaningful steps, and before concluding: read/update constitution/memory/focus/issues/baseline consistently.
Didn't find tool you were looking for?