How this site's content is made

The rule

Every article on this site starts from something I actually did. A campaign I ran, a system I built, a budget I spent, a mistake I made. If I have no first-hand experience to bring to a topic, the article doesn't get written — regardless of how much search volume the topic has.

The pipeline

Each piece goes through the same process I build for clients (it's the Content Studio method, applied to my own site):

1. First-hand input — my notes, screenshots, numbers and war stories. This is the raw material; AI never invents it.
2. Keyword grounding — the topic is validated against live Google Keyword Planner data (via DataForSEO), and mapped so pages don't cannibalise each other.
3. AI-assisted drafting — a model drafts from my material. Drafting only: structure and prose, not facts.
4. Claim audit — every factual claim is checked against its source. Anything unsupported is cut.
5. Independent review — a second AI model from a different vendor reviews the piece it had no hand in writing.
6. Human sign-off — I edit and approve every piece personally. My name is on it; the responsibility is mine.

What you'll never find here

• Articles on topics I have no experience of, written to catch search traffic
• Invented statistics, fabricated case studies or anonymised "a leading brand" claims
• Scaled publishing — the cadence here is deliberately slow: one substantial piece every few weeks
• Undisclosed AI authorship — the process is this page

Why publish this

Because the same discipline is what I sell: if you want this pipeline for your own content, it's the responsible AI content system service. And if careless AI content has already hurt a site you run, here's the recovery playbook.

Every page shows its publication date, and articles show update dates. Testimonials are real, verbatim and attributed. The about page documents the experience behind the claims.