What does "AI automation" mean in this pillar?

Workflows and projects where AI does meaningful work — not just "AI-powered" branding. Content pipelines, agent frameworks, internal link audits via 50-line scripts, automation that replaces tasks that used to take days.

Are these tutorials or case studies?

Both. Most posts are case studies built from real projects (anonymised where needed), with the code, prompts, and screenshots that made them work. Tutorials only show up when the underlying technique stands on its own.

Pillar · Topic cluster

AI automation for SEO

Workflows that replace €500 agency briefs with a Claude prompt. Internal link audits in 50 lines of Python. Keyword research without paying for Ahrefs. This is where I write up the automation I actually use, not the theory of what could be automated.

What this pillar covers

ai-automationclaude-codeclaudeautomationworkflowai-workflowkeyword-research-aicontent-brief

posts

Newest first

Automating internal link audits with 50 lines of Python and Claude

Jun 9, 2026

6 min

Automating internal link audits with 50 lines of Python and Claude

The internal link audit is one of the most valuable SEO tasks nobody does — because doing it by hand on a 100-page site takes a day. Here's the 50-line Python script + Claude prompt combo that runs it in 4 minutes.

ai-automationautomationtechnical-seopythoninternal-links

Building a weekly SEO monitoring stack with AI (canonical, schema, sitemap, CWV)

Jun 4, 2026

7 min

Building a weekly SEO monitoring stack with AI (canonical, schema, sitemap, CWV)

You don't need Semrush, Ahrefs, and ContentKing combined. Here's the four-piece monitoring stack that catches the SEO bugs that matter — costs about €0 to run, alerts when something drifts, takes 15 minutes a week to review.

ai-automationautomationtechnical-seomonitoringseo-automation

May 6, 2026

10 min

Never Done Learning, Forever Tinkering

A casual update on what's actually filling my days when the Brain Dumps go quiet. AI automation, business workflows, tools I'm building, and the things I can't stop poking at.

personalai-automationbusiness-automationseo-toolsbrain-dump