Generate high-performing YouTube titles using 97+ proven patterns from viral AI/automation creators (Jack Roberts, Riley Brown). Optimizes for clicks, SEO, and engagement. Includes performance data and pattern matching for specific content types. Use when creating video titles, thumbnails, blog post headlines, or any content requiring maximum click-through rates.
Create click-worthy titles using data-driven patterns from successful YouTube creators in the AI and automation space. This skill applies 97+ analyzed title patterns with known performance metrics to maximize engagement.
Overview
YouTube title optimization is pattern recognition. After analyzing thousands of videos from top AI/automation creators, specific formulas emerge that consistently drive views:
Build tutorials with specific inputs (screenshots, prompts)
Transformation claims with exact timeframes
Dollar value hooks promising monetization
Tool reviews with extreme reaction words
Number-based lists and frameworks
This skill matches your content to the highest-performing pattern for your topic.
Performance Tiers
Viral (>100K views)
These patterns have generated 100K+ views. Use for major launches or flagship content.
Pattern: Build a {Thing} With {Tool} With {Number} {Input}!
관련 스킬
Example: "Build a FULL Web App With Claude With 2 SCREENSHOTS!"
Views: 164,866
Why it works: Specificity ("FULL", "2"), tool name, concrete input type
Variables: thing, tool, number, input_type
When to use:
Building something from minimal input (screenshots, prompts, one line)
Step-by-step tutorial content
Demo-heavy videos where you show the full process
Claude Code, Cursor, or other AI tool tutorials
Optimization:
Capitalize emphasis words (FULL, SCREENSHOTS)
Use exact numbers (2, not "a couple")
Include time if quick (under 30 min)
Mention final output explicitly
High (50K-100K views)
Strong performers that consistently drive significant traffic.
Pattern #1: How to Build {Type} App with {Tool} (Full Guide and Template)
Example: "Build an AI Powered Voice App with Cursor AI (Full Guide and Template)"
Views: 13,666
Why it works: "Full Guide" promises completeness, "Template" provides value
Variables: app_type, tool, includes_template
Pattern #2: From {Input} to {Output} in {Time} using {Tool}
Example: "From Screenshot to Landing Page in 18 minutes using AI"
Views: 12,797
Why it works: Specific time creates urgency, clear transformation
Variables: input, output, time, tool
When to use:
Transformation tutorials (input → output)
Time-based challenges
Complete implementations with starter code
Good (10K-50K views)
Reliable patterns that work consistently for niche topics.
Pattern #1: Use {Tool} to {Action} in any {Context}
Example: "Use AI to swap characters in any video (Viggle Full Editing Guide)"
Views: 12,713
Why it works: "any" expands applicability, tool + specific action
Variables: tool, action, context
Pattern #2: {Tool} in Your {Context} is {Extreme_Adjective}
Example: "Claude Vision in Your Browser is INSANE"
Views: 5,188
Why it works: Extreme reaction (INSANE), personal context (Your Browser)
Variables: tool, context, extreme_adjective
When to use:
Tool reviews
Feature announcements
"This changes everything" moments
Moderate (2K-10K views)
Solid patterns for regular content and niche audiences.
Pattern #1: I {Action} My {Subject} with AI ({Emotional_Hook})
Example: "I Automated My Entire Job with AI (Shocking Results)"
Views: 7,234
Why it works: Personal transformation, emotional payoff promise
Variables: action, subject, emotional_hook
Pattern #2: Steal This ${Amount}/m {Topic}
Example: "Steal This $297/m Competitor Intelligence Automation"
Views: 4,271
Why it works: Dollar value + "Steal This" creates urgency
Variables: amount, topic, business_model
When to use:
Automation showcases
Business/monetization content
"Copy my exact system" offers
Title Pattern Categories
1. Build Tutorials
Core Pattern: Build a {Thing} With {Tool} With {Number} {Input}
Variations:
"Build {Thing} using {Tool} in {Time}"
"I Built {Thing} with {Tool} ({Result})"
"Build {Thing} with {Tool} (No {Common_Barrier})"
Optimization Keys:
Specificity: "FULL Web App" not "web app"
Input type: screenshots, prompts, voice command
Include tool name (Claude, Cursor, etc.)
Add constraint if impressive ("in 10 minutes", "with 1 prompt")
Examples:
"Build a FULL Dashboard With Claude Code With 3 SCREENSHOTS"
"Build an AI Agent with Cursor (No Coding Required)"
"I Built a SaaS Product with Claude in One Weekend"
2. Time-Based Transformations
Core Pattern: From {Input} to {Output} in {Time} using {Tool}
Variations:
"{Output} in {Time} using {Tool}"
"How I {Action} in {Time} with {Tool}"
"{Input} → {Output} ({Time} Timelapse)"
Optimization Keys:
Specific time: "18 minutes" not "under 20 minutes"
Clear input/output: screenshot → landing page
Tool mention for SEO
Implication of speed/efficiency
Examples:
"Idea to Deployed App in 2 Hours using Claude Code"
"From Wireframe to Working Prototype in 30 Minutes"
"How I Debug Complex Systems in 10 Minutes with Claude"
3. Dollar Value / Monetization
Core Pattern: Steal This ${Amount}/m {Topic}
Variations:
"How I Make ${Amount}/m with {Method}"
"${Amount} Automation You Can Steal"
"This {Tool} Makes Me ${Amount}/month (Setup Guide)"
Optimization Keys:
Specific amount: $297, not "$300+"
Monthly recurring (MRR) performs best
"Steal" or "Copy" creates urgency
Include automation or passive angle
Examples:
"Steal This $500/m Claude Code Automation"
"How I Built a $1,200/m AI Tool in One Week"
"$50/Day Passive Income with This AI Agent"
4. Tool Reviews / Reactions
Core Pattern: {Tool} in Your {Context} is {Extreme_Adjective}
Variations:
"{Tool} Just Changed {Domain} Forever"
"I Tested {Tool} for {Time} (Honest Review)"
"{Tool} vs {Competitor}: {Surprising_Winner} Won"
Optimization Keys:
Extreme adjectives: INSANE, CRAZY, UNBELIEVABLE
Personal context: "in your browser", "on your Mac"
Controversial takes perform well
Tool name in title for SEO
Examples:
"Claude Code in Production is INSANE"
"I Used Claude Code for 30 Days (Results Shocked Me)"
"Cursor vs Claude Code: The Winner Surprised Me"
5. Number-Based Lists
Core Pattern: {Number} {Things} that {Outcome}
Variations:
"{Number} Ways to {Action} with {Tool}"
"I Tried {Number} {Tools}, Here's the Winner"
"{Number} {Topic} Mistakes (And How to Fix Them)"
Optimization Keys:
Odd numbers perform better (7, 9, 13)
Specific outcome: "cut debugging time by 60%"
Round numbers for credibility (50, 100)
"that" works better than "to"
Examples:
"7 Claude Code Patterns That Cut My Dev Time by 60%"
"I Analyzed 50 Agent Architectures and Found This Pattern"
"9 Automation Mistakes That Cost Me $10K"
6. Curiosity Gap
Core Pattern: The {Thing} Nobody Talks About in {Domain}
Variations:
"What {Authority} Won't Tell You About {Topic}"
"The {Adjective} Secret to {Outcome}"
"Why Nobody Uses {Tool} Like This"
Optimization Keys:
Create information gap
Authority reference adds credibility
"Nobody", "Hidden", "Secret" trigger curiosity
Domain specificity
Examples:
"The Debugging Technique Nobody Talks About in Claude Code"
"What Senior Developers Won't Tell You About AI Prompts"
"The Hidden Cost of Perfect Prompts"
7. Transformation Stories
Core Pattern: How I Went From {Before} to {After} in {Timeframe}
Variations:
"I Eliminated {Pain_Point} with This {Solution}"
"How I {Action} My {Subject} with AI ({Result})"
"From {Before_State} to {After_State} (My Journey)"
Optimization Keys:
Specific metrics for before/after
Timeframe adds credibility
Personal story (I, My)
Include method/tool
Examples:
"How I Went From Manual Testing to Full Automation in 2 Weeks"
"I Eliminated Context Switching with CLAUDE.md Files"
"From 10 Hours/Week on Content to 1 Hour (Claude Code Workflow)"
8. Contrarian Takes
Core Pattern: Why {Common_Belief} is Actually Holding You Back
Variations:
"{Common_Practice} is Wrong. Here's What Works"
"Stop {Common_Advice}. Do This Instead"
"Turns out {Assumption} Was Wrong"
Optimization Keys:
Challenge conventional wisdom
Strong position (is wrong, holding you back)
Provide alternative
Data or experience backing
Examples:
"Why Perfect Prompts Are Actually Slowing You Down"
"Stop Writing Tests First. Do This Instead"
"Turns out More Documentation Wasn't the Answer"
Title Formula Generator
Step 1: Classify Your Content
Content Type:
Build Tutorial (showing how to create something)
Tool Review (evaluating a specific tool)
Transformation Story (before → after)
Monetization (income, automation, passive)
Learning/Tips (educational, frameworks)
Contrarian Take (challenging assumptions)
Complexity Level:
Quick Win (under 30 min to implement)
Medium Project (1-4 hours)
Complex Build (multi-day)
Proof/Metrics Available:
Time saved (X hours → Y hours)
Revenue ($X/month)
Quantity (N files, X lines, Y systems)
Performance (X% faster, Y% reduction)
Step 2: Select Pattern by Content Type
Content Type
Primary Pattern
Secondary Pattern
Build Tutorial
Build a {Thing} With {Tool} With {Number} {Input}
From {Input} to {Output} in {Time}
Tool Review
{Tool} in Your {Context} is {Extreme_Adjective}
I Tested {Tool} for {Time}
Transformation
How I Went From {Before} to {After} in {Time}
I Eliminated {Pain} with {Solution}
Monetization
Steal This ${Amount}/m {Topic}
How I Make ${Amount} with {Method}
Tips/Learning
{Number} {Things} that {Outcome}
The {Thing} Nobody Talks About
Contrarian
Why {Common_Belief} is Actually Holding You Back
{Practice} is Wrong. Here's What Works
Step 3: Fill Variables with Specificity
GOOD Variables (Specific):
{Thing}: "FULL Web App", "Production-Ready AI Agent"
✅ One emphasis word
"Claude Code in Production is INSANE (Here's Why)"
Performance Tracking
After using this skill, track:
CTR (Click-through rate) by pattern type
Watch time (good title + good content = retention)
Pattern saturation (rotate patterns to avoid audience fatigue)
Recommended:
Test 2-3 title variations per video topic
Track pattern performance over 30 days
Rotate top performers to avoid repetition
Update skill with your own best-performing patterns
Integration with Content Workflow
Recommended Stack:
Content idea → Social Media Content Agent
Hook creation → viral-hook-generator
Title optimization → This skill (youtube-title-optimizer)
Description/caption → platform-voice-adapter
Thumbnail copy → Extract from title pattern
Workflow:
Raw content idea
↓
Classify content type (build tutorial, tool review, etc.)
↓
Select pattern based on performance tier goal
↓
Fill variables with specific metrics
↓
Generate 3-5 variations
↓
Select based on target audience
↓
Adapt for platform (YouTube, blog, social)
Reference Files
See /references/ for:
title_patterns_full.json - All 97 analyzed patterns with performance data
creator_analysis.md - Breakdown of Jack Roberts & Riley Brown title strategies
viral_formula_guide.md - Deep dive on what makes titles go viral
keyword_research.md - SEO keyword lists for AI/automation niche