▶ Platform Playbook

YouTubeVideo Growth

Grow a YouTube channel the AI-native way: nail your niche and packaging, script with AI, edit faster, and read the algorithm. The skill that stays human is taste — knowing what's actually worth watching.

11 Modules 34 Topics ~46 Hours
Prove this skill → Beat Claude on the YouTube challenge
The Path — click any step to jump in
01 YouTube Strategy & Niche B
02 Channel Setup & Branding B
03 Packaging: Titles, Thumbnails & CTR B
04 Scripting & Storytelling I
05 Production & Editing I
06 Audience, Community & Engagement I
07 YouTube SEO & Discoverability I
08 The Algorithm & Analytics A
09 Growth & Repurposing A
10 Live, Premieres & Real-Time Formats A
11 Monetization & Business A
Level:
Your Progress 0 / 0
Module 1 beginner
YouTube Strategy & Niche
Decide who you serve, what your channel promises, and where the open lanes are.
3 topics 4 hours
+
Choosing a Niche & Audience
Picking a topic-audience intersection that is specific enough to win and broad enough to grow.
AI-Proof
⚡ AI Workflow
Use AI to map adjacent niches, audience pain points, and search demand, then choose the lane yourself — the model can list options, but conviction about who you want to serve is yours.
Channel Positioning & Promise
The one-sentence promise that tells a viewer what they'll get and why subscribe.
AI-Proof
⚡ AI Workflow
Brainstorm positioning statements and channel taglines with AI, then pressure-test them against real channels — the differentiation that actually lands is a human judgment call.
Competitive & Format Research
Studying what already works in your niche so you build on proven demand.
Augmented
⚡ AI Workflow
Have AI summarize patterns across competitor titles, thumbnails, and outlier videos you paste in, then decide which formats to adapt — pattern-spotting is fast with AI, taste about fit is yours.
Module 2 beginner
Channel Setup & Branding
Build a channel that looks the part and tells visitors what they'll get and why to subscribe.
3 topics 3 hours
+
Channel Identity: Handle, Art & About
Setting up the name, handle, banner, and About copy that form a viewer's first impression.
Augmented
⚡ AI Workflow
Generate banner copy, About variations, and tagline options with AI, then pick the one that fits your brand and looks right on the page — the model drafts the words, your eye decides what reads as professional.
Channel Layout, Sections & Trailer
Organizing the channel home page so new and returning viewers each get the right entry point.
AI-Proof
⚡ AI Workflow
Use AI to outline a channel trailer script and suggest how to group your sections, then arrange the layout yourself — the model proposes an order, what hooks a first-time visitor is your call.
Playlists, End Screens & Cards as a System
Wiring videos together so one view turns into a session, not a single watch.
Augmented
⚡ AI Workflow
Let AI cluster your videos into themed playlists and suggest which video each end screen should point to, then confirm the flow makes sense for a real viewer — automation maps the links, you protect the watch experience.
Module 3 beginner
Packaging: Titles, Thumbnails & CTR
Win the click with titles and thumbnails that promise a video worth watching.
3 topics 4 hours
+
Title Writing for Click-Through
Writing titles that create curiosity and a clear promise without overpromising.
Augmented
⚡ AI Workflow
Prompt AI for 20 title variations on a single video idea, then cut to the few that are honest and intriguing — the model generates volume, you protect the promise.
Thumbnail Design Principles
Designing thumbnails that read instantly at small sizes and pair with the title.
Augmented
⚡ AI Workflow
Use AI image tools and background removal to mock up thumbnail concepts fast, then judge contrast, emotion, and clarity yourself — taste and brand consistency don't come from the model.
Testing Packaging
Validating titles and thumbnails before and after publishing.
Augmented
⚡ AI Workflow
Generate variant sets with AI and let YouTube's test-and-compare or polling tools pick the winner on real CTR — the model proposes, the audience decides.
Module 4 intermediate
Scripting & Storytelling
Structure videos that hook fast and hold attention to the end.
3 topics 4 hours
+
Hooks & Retention Structure
Opening strong and structuring the video so viewers stay.
Augmented
⚡ AI Workflow
Draft several hook options and an outline with AI, then choose and tighten the one that delivers on the title — the model drafts, you guard the promise and pacing.
AI-Assisted Scripting
Using AI to draft, structure, and tighten scripts while keeping your voice.
Augmented
⚡ AI Workflow
Feed AI your research and bullet outline to draft a script, then rewrite in your own voice and trim — AI accelerates the blank page, your voice and accuracy make it watchable.
Story & Pacing
Applying narrative tension and rhythm so the video feels alive.
AI-Proof
⚡ AI Workflow
Use AI to flag slow sections in a transcript, then make the editorial calls on tension and payoff yourself — pacing instinct is taste the model can only approximate.
Module 5 intermediate
Production & Editing
Film and edit efficiently so quality stays high while output scales.
3 topics 4 hours
+
Efficient Filming Setups
Building a repeatable filming setup that looks good without slowing you down.
AI-Proof
⚡ AI Workflow
Ask AI to suggest a lighting and audio checklist for your space and budget, then trust your own eyes and ears on what actually looks and sounds right — gear lists are easy to generate, a watchable frame is a judgment call.
AI Editing Tools, Captions & B-roll
Cutting faster with AI-assisted editing, auto-captions, and sourced visuals.
Automatable
⚡ AI Workflow
Let AI editors do rough cuts, filler-word removal, and auto-captions, then review for accuracy and timing — automation handles the grunt work, you approve the final cut.
Repurposable Production Systems
Filming and organizing footage so one shoot fuels many outputs.
Augmented
⚡ AI Workflow
Use AI to tag and timestamp footage and surface clip-worthy moments from transcripts, then decide which moments deserve their own piece.
Module 6 intermediate
Audience, Community & Engagement
Turn passive viewers into a loyal community that comes back and brings others.
3 topics 4 hours
+
Comments & Conversation
Using the comment section to deepen engagement and signal a video is worth watching.
AI-Proof
⚡ AI Workflow
Have AI triage and summarize comment themes so you spot recurring questions fast, then reply in your own voice — the model sorts the noise, genuine connection has to come from you.
The Community Tab & Posts
Staying in the feed between uploads with posts, polls, and images.
Augmented
⚡ AI Workflow
Draft poll questions and post copy with AI to keep a steady cadence, then choose what actually fits your channel's voice — the model fills the calendar, you keep it human.
Building a Loyal Returning Audience
Converting one-time viewers into subscribers who watch every upload.
AI-Proof
⚡ AI Workflow
Use AI to analyze which videos drive the most subscribes and returning viewers, then make the editorial bets on what to make more of — data surfaces the pattern, the relationship is yours to build.
Module 7 intermediate
YouTube SEO & Discoverability
Make videos findable in YouTube search and build topical authority that compounds.
3 topics 4 hours
+
YouTube Search Ranking
How YouTube ranks videos in search and why it differs from browse and suggested.
Augmented
⚡ AI Workflow
Ask AI to explain YouTube's relevance, engagement, and quality signals, then validate against what actually ranks for your target queries — the model gives the framework, the live results tell you the truth.
Metadata, Tags & Chapters
Optimizing the fields YouTube reads to understand and surface your video.
Augmented
⚡ AI Workflow
Generate keyword-rich descriptions, tags, and chapter timestamps with AI from your transcript, then edit for accuracy and readability — automation handles the fields, you make them honest and human.
Topical Authority & Keyword Research
Building a body of work YouTube trusts on a topic so new videos rank faster.
Augmented
⚡ AI Workflow
Use AI to cluster keyword ideas into topic groups and spot demand gaps, then choose the lane to own based on your strengths — the model maps the territory, you decide where to plant the flag.
Module 8 advanced
The Algorithm & Analytics
Understand how YouTube recommends videos and read the metrics that drive it.
3 topics 5 hours
+
How the Algorithm Recommends
A working model of how YouTube surfaces videos to the right viewers.
AI-Proof
⚡ AI Workflow
Ask AI to explain ranking signals as a hypothesis, then verify against your own analytics — the model summarizes the theory, your data tells you what's true for your channel.
Reading Retention & CTR
Diagnosing videos from the two metrics that matter most.
Augmented
⚡ AI Workflow
Export retention and CTR data and have AI summarize the dips and patterns, then interpret the why yourself — the model finds the spikes, you diagnose the cause.
Optimizing Browse & Suggested
Earning the recommendation surfaces that drive most long-term views.
Augmented
⚡ AI Workflow
Have AI cluster your catalog into series and session paths and draft playlist groupings, then decide which videos actually belong together — the model maps the connections, you build the journey viewers will follow.
Module 9 advanced
Growth & Repurposing
Compound your output across Shorts, platforms, and a repeatable content engine.
3 topics 5 hours
+
Shorts & Clips Strategy
Using Shorts to reach new viewers and feed the main channel.
Augmented
⚡ AI Workflow
Use AI clipping tools to surface and cut Shorts from long-form footage, then choose which moments stand alone and hook — automation finds candidates, you pick the keepers.
Multi-Platform Repurposing
Turning each video into assets across other platforms without doubling the work.
Automatable
⚡ AI Workflow
Pipe a transcript through AI to generate clips, threads, and posts for other platforms, then edit each for the channel's native style — repurposing is automatable, native fit is editorial.
Building a Content Engine
Systematizing ideation through publishing so the channel compounds.
AI-Proof
⚡ AI Workflow
Use AI to maintain an idea backlog scored by demand and effort, then make the calendar and bet decisions yourself — the model ranks options, the editorial strategy is yours.
Module 10 advanced
Live, Premieres & Real-Time Formats
Use live streams, premieres, and collaborations to build real-time connection and reach.
3 topics 4 hours
+
Live Streaming & Real-Time Engagement
Going live to deepen community and create content the algorithm can keep surfacing.
AI-Proof
⚡ AI Workflow
Use AI to plan a stream rundown and prep talking points, then run the live in the moment yourself — preparation is automatable, reading the chat and reacting live is pure human presence.
Premieres & Launch Moments
Turning a normal upload into a shared event that concentrates early engagement.
Augmented
⚡ AI Workflow
Have AI draft your Premiere countdown copy, pinned messages, and promo posts, then time the launch and work the live chat yourself — the model preps the assets, you create the moment.
Collaboration & Cross-Promotion
Borrowing other creators' audiences to grow faster than you can alone.
AI-Proof
⚡ AI Workflow
Use AI to shortlist potential collaborators by niche and audience overlap, then build the relationships and pitch the ideas yourself — research is automatable, the partnership and creative chemistry are human.
Module 11 advanced
Monetization & Business
Turn a growing channel into a durable business across ads, sponsorships, and your own products.
4 topics 5 hours
+
YouTube Partner Program & Ad Revenue
Qualifying for monetization and understanding how AdSense revenue actually works.
AI-Proof
⚡ AI Workflow
Ask AI to summarize YPP eligibility and revenue-share rules, then verify against YouTube's own policies and your dashboard — the model explains the system, your numbers and compliance decisions are yours.
Sponsorships & Brand Deals
Earning beyond ad revenue by partnering with brands that fit your audience.
AI-Proof
⚡ AI Workflow
Use AI to draft pitch emails and a media kit and to research brands in your niche, then negotiate the deal and protect audience trust yourself — outreach is automatable, the judgment about which deals to take is not.
Memberships, Merch & Owned Products
Diversifying income with memberships, shopping, and products you control.
Augmented
⚡ AI Workflow
Have AI brainstorm membership perks, merch concepts, and product ideas from your audience's requests, then choose what you can deliver and want your brand to stand for — ideation scales, what you ship is a brand decision.
Building a Business Around the Channel
Treating the channel as a top-of-funnel for a larger, durable business.
AI-Proof
⚡ AI Workflow
Use AI to model revenue scenarios and map your funnel from view to customer, then make the strategic bets on where the business goes — the model runs the math, the vision and risk are yours.

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