10x Vibe Marketing Workflow with Karpathy's LLM Wiki

Karpathy's LLM wiki is the new hotness. Everyone's got their panties in a bunch.

But here's the thing.

None of it matters. No matter what you're building. YouTube channel, blog, email list, whatever. Back in the day, in order to drive results, you had to not just learn. But apply the fundamentals in order to boost your results.

Today, with AI, it's not different.

AI Won't Save You

• AI sucks.
• AI is a pain in the ass.
• And sadly, AI won't save you.

But to be fair, this system by Karpathy might get you just a little bit closer. Here's why. My name is Brian G. Johnson. I've been an online marketer, content creator, and YouTuber for over 25 years.

And this is what I know.

Without a deep understanding of how the game is played, you will struggle. You will lose. On YouTube, you've gotta get people to click and you've got to keep them watching.

Watch-time rules.

Simple to understand. Incredibly hard to implement.

Let's go deeper. If you wanted to start a blog and actually win in 2026, here's what it would take. You need to drive traffic from somewhere and convert that traffic into subscribers and buyers.

How do you do that? Let's say you target Google.

• GET CITED BY AI: overviews so your content appears before anyone even clicks a link
• FIND KEYWORD: phrases people are actually searching for and that you can realistically rank for
• BEAT THE COMPETITION: already sitting on page one
• WRITE A TITLE: that wins the click while stuffing your keyword phrase into a limited number of characters
• WRITE COPY: that Google considers unique, authoritative, and rooted in your personal experience. Otherwise you won't bypass the spam filters. That's real in 2026.
• STRUCTURE YOUR SITE: so Google understands what you're about and rewards you for it
• BUILD INTERNAL LINKS: that connect your content into a hub and spoke system
• REPEAT: Then do it all again for the next piece. And the next.

That's just Google.

No matter what platform you're focused on. YouTube, email, social. They all have their own rulebook (algorithm). It always comes down to two things:

• Traffic. Getting your message in front of the right people.
• Conversions. Getting those people to take action. Subscribe, click, share, buy.

That's it. Traffic and conversions. That's the entire game. It's not checkers. It's chess.

This system, the LLM Wiki system, can help you do both at a very high level. Even if you're just getting started.

In the next 10 minutes you'll know exactly what steps to take to get your own personalized LLM wiki working for you.

One that helps you drive and convert more traffic.

But first, you need to understand what makes this different from every other AI tool you've tried.

Vibe Marketing Strategy: Wiki LLM

To win on any platform, you need two things.

ONE: You need to understand how the algorithm measures content.

TWO: And you need to create content that drives engagement, because that's what every algorithm rewards.

• Likes
• Shares
• Comments
• Longer Watch-times on your videos
• Dwell time on your blog.
• Return visits and more.

It's complicated. But what if you could use AI to pull the most powerful insights from the best marketers in the world and distill it down to the 15 things that matter most?

That's exactly what this does.

It pulls in expert knowledge, for leading marketers to power what YOU publish. Allowing you to focus on what you do, while having AI ensure you're making great decisions. When it's time to create your AI system, will have this knowledge, and guiding you forward. But it starts with a wiki. You're wiki.

Do this. Build a wiki.

Karpathy's LLM wiki is a knowledge base your AI can access instantly. It grows over time. As it grows, it gets better. And it remembers everything. I wrote a full setup guide here: Karpathy LLM Knowledge Base: Build Your AI Second Brain with Obsidian.

Here's how to build yours for vibe marketing.

You feed it information based on the platforms, workflows, and skills that lead to better results. You don't have to know everything yourself. You just need agents to go collect it.

If you want to rank on Google, tell your agents to research the 15 most important ranking factors. YouTube? Have them pull the 15 things that drive packaging, thumbnails, hooks, retention. Copywriting? Same thing. Those 15 things will almost always cover the 80% that drives results.

Here are some of the nodes I've built:

• Google ranking factors
• Keyword research and discovery
• Competition analysis
• Internal linking strategy
• Site architecture
• E-E-A-T and authority signals
• Content quality scoring
• AI citations and answer engine optimization

But here's what makes this dangerous. It's not just your knowledge in there.

Imagine your AI understands:

• Dan Thies, SEO legend
• Brian Dean, the king of backlinks
• Gary Halbert, copywriting genius
• Brian G. Johnson, trust and authority expert. Hey, that's me.
• And more. You choose your heavy hitter lineup.

You bake that knowledge into every piece of content you publish. That's how you win. And the results show up fast. Faster than you'd think.

Here's How This Works

• Start with your goal. What type of content creation do you focus on?
• Be specific.
• Where does the traffic come from? Google, YouTube, or whatever.
• How does that algorithm work?

Create a node around that.

I created a node on Google ranking factors. Everything the algorithm rewards in 2026, condensed from trusted sources. Now when I write, I say "check the wiki." The AI knows what to look for.

The result?

My blog was almost immediately indexed.

I'm getting impressions. I'm driving clicks on a blog that launched days ago. Because I paid attention to the fundamentals weeks ago. Now I just have a better way to manage it. I break down what actually drives traffic in 2026 here: How to Increase Website Traffic Through Experience and Trust.

And here's what's cool. If something in the node doesn't make sense, ask the AI to explain it like you're five. The wiki teaches you while it powers your tools. And your wiki will be more recent, more relevant, and more specific than anything the AI was trained on.

That's one node. One topic. Already driving results. Now imagine what happens when you stop doing the repetitive work yourself.

Taking It to the Next Level with Skills

If you want your keyword research to run itself. If you want your competition analysis to score every search result automatically. If you want your AI to write first drafts that actually sound like you and not like a robot.

Build skills.

Once you have a node up and running, build a skill to automate a task on top of it. A skill is a set of instructions your AI follows to complete a specific job. Think of it as a recipe. The node is the knowledge. The skill is what your AI does with it.

I have skills for:

• Keyword research
• Competition analysis
• Image creation
• Internal linking
• Writing drafts in my voice. I wrote about how I use AI for content here: How to Use Claude AI to Create Far Better Content.

Up until now, these skills were based on my own knowledge. I built them, I instructed them. They worked. But now that I'm building this wiki, I'm upgrading every one of them to pull from it. That's what takes it to a completely different level.

But here's what nobody talks about. The skills don't just use the wiki. They feed it.

When you build a skill, you instruct it to save what it finds back to your wiki. My keyword research skill asks me specific questions. Who's the audience? How deep should we go? I give it instructions on how to evaluate the popularity of a phrase. And when it's done, it saves the keywords it found to the wiki automatically.

Your wiki grows every time you work. The system feeds itself. Anytime you're doing research, pulling information, running a skill, the results get saved. Your wiki runs on autopilot.

I'm actively testing this right now. I'll report back soon.

Do This Next

Set up your wiki. I wrote the full guide here: Karpathy LLM Knowledge Base: Build Your AI Second Brain with Obsidian.

Then create just one node. Pick your focus. Google rankings, YouTube, Facebook, copywriting, video packaging. Whatever matters most to you right now. Just one.

Next time you sit down to write, post, or publish, you'll have information from leading experts powering your content. That's what's gonna make the difference.

If you're new to Claude Code, start here: [How to Set Up Claude Code for Beginners (According to Anthropic)]. And if you want a long-term content plan that ties it all together: [The Best Content Creation Strategy for 2026 and Beyond].

If you dig this, subscribe. More coming.

Brian G. Johnson

Content strategist, author of Trust Funnel and Tube Ritual, and YouTube Silver Play Button recipient with over 25 years of experience helping creators build audiences online. He writes at FutureCreators.tv.