AI-assisted SEO, AEO, and content ops

I've stopped vibe coding.

Not coding with AI generally. The prompt-to-app weekend habit specifically.
I used to do it constantly. Replit. Lovable. Bolt. Every weekend a new app. Every other Tuesday a new internal tool.

Then I noticed something. None of them ever went anywhere.

Not because they didn't work. They worked fine. They were in the corner. They couldn't talk to my data. They couldn't talk to my business. They couldn't talk to the rest of the things I actually used. So they stayed where they were, and I stopped opening them.

The interesting work isn't generating an app from a prompt. That's the cheap part now. The interesting work is everything that lets a thing actually plug into your life. Auth. Data. Permissions. Memory. Context. Guardrails. The boring stuff that makes a tool useful instead of impressive.

But vibe coding wasn't a fad. It was a rehearsal.

It taught me what I could build. The skill stuck. What I build with it has changed.
I'm building things now that stay close to me. I know set up MCP servers for tools that I hate using. I write scripts that help me do SEO/AEO audits. They don't need to be a separate site that someone visits. Most of them aren't. They sit inside what I already use, doing one specific thing for me.

For a non-tech person, that's the bigger unlock. "I can build an app" was the headline but the actual story is more about how I see my software stack.

The whole vibe coding episode gave me the power to shape the software I work in.

A public operating system for how I work — Metrics, Analysis, Action. How I use AI, how to work with me, and how you can write your own portable context so you can move conversations across Claude, ChatGPT, Gemini, and any agent.

I use AI agents live to write articles, publish blog posts, build knowledge bases, and run SEO audits. I share my 4-stage Content Factory, the Task Library, and the magic phrase "according to" that makes AI follow my process.

✅ How I use AI for marketing:

1. Build dedicated AI projects per marketing function
2. Train each project on your actual data and brand voice
3. Use AI for research and analysis before creation
4. Generate content at scale with programmatic templates
5. Come up with creative, scalable digital PR ideas
6. Fact-check my own bullshit when I'm not at 100% capacity

...

Every founder and marketer needs to set up AI workflows in 2026.

Not optional anymore.

The people who figure this out first are going to have an absurd advantage over everyone else.

I recorded a full walkthrough of the setup I use to run most of my marketing.

Ads, SEO, emails, community, thumbnails, dashboards. I'll show you how all of it works and how you can set it up yourself.