Articles

Writing on SEO & AI

Thoughts on building with AI-first workflows, agency scaling, content strategy, and the future of search.

My AI agent kept forgetting what we were doing. Here's how I fixed it.

I watched 11 videos on AI engineering in one morning and rebuilt my agent's memory system the same afternoon. The fix was embarrassingly simple.

How I built an AI agent that runs my SEO workflow

The agent logs into GSC, pulls keyword data, audits my content calendar, and surfaces opportunities. I just review what it flags.

The Real Cost of AI Tools for Agencies

Not just pricing. What actually matters: context limits, output quality variability, and the hidden cost of setup time.

Why AI Content Fails at SEO (And How to Fix It)

AI output is detectable. But that's not the real problem. The real problem is structure and signal optimization.

Agentic AI for Non-Technical Founders

You don't need to code. Here's what you need to understand about AI agents and where to deploy them first.

Building a Content Engine with Claude, Gemini, and Bash

An end-to-end content production system powered by two different LLMs in a bash script. Why multiple models? Benchmarking and redundancy.

AI SEO Tools Review 2026

Comprehensive look at the current landscape: what works, what's vapourware, and what's worth the subscription.

DataForSEO Keyword Research Tutorial

Step-by-step: setting up the API, running queries, and extracting actionable keyword opportunities at scale.

The Death of Manual Link Building

Automation, AI, and scale have made manual outreach inefficient. Here's what's replacing it.

I Switched from WordPress to Astro on Cloudflare

Performance gains, deployment simplicity, and why the static-first approach wins for content sites.

AI-Powered Client Reporting

Automated reporting that actually tells a story. How I cut reporting time in half while improving clarity.

Building a Profitable SEO Agency with AI Agents

Unit economics: what changes when agents handle 60% of delivery. Margins, pricing, and team structure.

Prompt Engineering Skills for SEO Professionals

This is the actual skill that separates good AI users from great ones. Here's how to level up.

Audit AI-Generated Content Before Publishing

Checklist: what to check, red flags, and how to spot the subtle issues that cost you rankings.

Custom GPTs for Client Onboarding

Automate the boring parts of client intake. Higher-quality data, faster onboarding, less manual work.

The Tech Stack of an AI-First Agency

What we actually use, why we chose it, and where the gaps are in the current tooling landscape.

Topical Authority Beats Backlinks (In 2026)

The SEO landscape has shifted. Depth and organization matter more than link volume now.

Automating Competitive Analysis

Daily snapshots, AI-powered insights, and alerts for when competitors move. All automated.

A Freelancer's Guide to Pricing AI Services

You're more valuable than before. Here's how to price that value without underselling.

Lessons from Building 5 Niche Content Sites in 30 Days

I set a goal to launch five content sites. Did it in a month. Here's what worked and what almost killed me.

What Hiring Managers Get Wrong About AI Skills in Marketing

Most job listings treat AI proficiency like a checkbox. Here's why that's backwards and what actually separates marketers who use AI well.