Resources

Field notes on AI growth.

Playbooks, how-tos and tool reviews on SEO & AEO, AI agents, automations, vibe coding and growth marketing. Newest first; pick a topic to narrow it down.

AI growth

Playbook · Oct 20, 2026 · 12 min

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.

SEO & AEO

How-to · Oct 14, 2026 · 9 min

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.

Agents & automations

How-to · Oct 7, 2026 · 14 min

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.

Vibe coding

How-to · Sep 30, 2026 · 10 min

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.

SEO & AEO

Tool review · Sep 22, 2026 · 7 min

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.

Growth marketing

Playbook · Sep 15, 2026 · 8 min

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 & AEO

Insight · Sep 2, 2026 · 6 min

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.

Growth marketing

Insight · Aug 18, 2026 · 7 min

Product-led growth loops that AI makes cheaper

Referral, content and template loops used to need engineering time. Now you can prototype them yourself.

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