Articles
Field notes on AI growth.
Playbooks, how-tos and tool reviews on SEO & AEO, AI agents, automations, vibe coding and growth marketing.
The one-person growth team: my AI stack for 2026
Every tool, agent and workflow I use to cover SEO, content, paid and reporting without a team.
How to get your SaaS cited by ChatGPT
A practical, step-by-step process for earning citations and recommendations in AI assistants, from prompt research to the robots.txt line most teams forget.
Build an AI agent that writes content briefs (n8n + Claude)
A copy-paste workflow that researches the SERP, pulls competitor angles and drafts a brief in minutes.
I vibe-coded a lead magnet in a weekend. Here’s how.
From prompt to deployed calculator: the tools, prompts and mistakes, and how many leads it brought in.
Is this AI visibility tracker worth it?
Testing the tool on real prompts: what it catches, what it misses, and who should pay for it.
Automating paid ads reporting with AI
Stop building weekly reports by hand. A workflow that pulls Meta, LinkedIn and Google data and writes the summary.
SEO isn’t dying. It’s splitting in two.
Classic search and AI answers reward different things. How to plan for both without doubling your budget.
Product-led growth loops that AI makes cheaper
Referral, content and template loops used to need engineering time. Now you can prototype them yourself.