Sovereign AI: Owning Your Model, Not Just Your Data
Centralized AI wants your data. Sovereign AI asks what you can do with your own. I’ll show how I actually run decentralized models and keep my data close.
AI
Exploring artificial intelligence tools, workflows, and ideas for developers and curious minds. Practical, opinionated, and always evolving. 18 posts
My Step‑By‑Step Local SEO GEO Strategy For Small Businesses
How I actually build a GEO strategy for real small business clients. From first audit to entity setup, llms.txt, schema, and content structure, week by week.
I Asked 3 AI Tools The Same Question About My Client. The GEO Results Were Wild.
I ran a real GEO test on a client using ChatGPT, Perplexity, and Claude with the exact same query. The differences in what they surfaced are shaping how I now use each tool.
Schema.org For Non‑Developers: The One Markup That Makes AI Understand Your Site
Schema.org is the one markup layer that makes AI and search engines stop guessing what your site is about. Here is how I wire it up without writing code.
How To Write Content That AI Cites In 2026
How I structure posts so ChatGPT, Claude and friends actually quote and link to my content in 2026. Concrete patterns, not vibes.
Why Most Websites Are Invisible To AI (And 3 Fixes That Actually Work)
Most websites are basically invisible to AI tools like ChatGPT and Perplexity. Here is how I make sites legible to machines using 3 simple fixes any business owner can copy.
Make.com Error Handling Patterns That Actually Work
The worst Make.com scenarios are not the ones that crash. They are the ones that silently stop working. Here is how I design every scenario to make failure loud and obvious.
How AI Overviews Actually Work (And How I Get Content Cited)
AI Overviews are not magic. They are structured pattern-matching machines. Here is how I use entity consistency, FAQ schema, and llms.txt to get my content cited.
How I Built an llms.txt For My Clients (And Why It Beats Your Sitemap)
I stopped obsessing over sitemaps and started shipping llms.txt files instead. Here is how I built them for real clients and what actually matters for LLMs.
What Is GEO And Why Your Website Needs It In 2026
SEO was for ranking in search results. GEO is for being understood by AI. Here is why that shift matters for your website in 2026 and what to do first.
My Exact OpenAI Prompt For Blog Posts That Don’t Sound Like AI
After three months of abusing GPT to write my blog, I ended up with a very opinionated system prompt. Here is the exact prompt, the banned phrases, the structure rules, and what actually mattered.
Stop Asking. Start Delegating: How I Actually Use AI On My Site
AI is not a smarter Google. It is a delegation tool. This is how I rebuilt parts of my site around that idea and shipped six AI gallery pages.