Field notes from the AI marketing edge.
Playbooks, case studies, and unfiltered takes from the team. New posts roughly every two weeks.
We Run SEO Delivery on Claude Code and n8n. Here's the Unpolished Version
Three text files rebuilt a client’s website last quarter. One held the technical fixes, one held the content changes, one held the style rules. We fed them to Claude Code in sequence and reviewed the diffs.…
How Does White Label SEO Work? A Straight Answer for Agencies
Your client asked you a question last month that you couldn't answer. Probably something like "why doesn't ChatGPT mention us?"
More Than Half the Web's Traffic Is Now Machines. Can They Actually Read Your Site?
More Than Half the Web’s Traffic Is Now Machines. Can They Actually Read Your Site? *AI agents are quickly becoming the primary readers — and buyers — on the internet. Most websites are still built only…
From Chatbots to Agents: How Agentic AI Is Reshaping SEO and AEO
Most marketers still use AI the manual way: open a chat window, type a prompt, paste the answer elsewhere, repeat. It helps, but it caps out fast — one person, one conversation, endless copy-paste between tools.…
The new SEO is two SEOs.
How we structure content for both Google's blue links and ChatGPT's answer panels — and why most agencies are still optimizing for one channel and losing both.
Latest insights.
Why we charge by outcomes, not the month.
Most retainer-based agencies burn client trust by month three. We redesigned our pricing from scratch — productized scope, fixed timeline, outcome-tied fee. Here's the math.
Anatomy of an agentic stack.
The exact workflows we run across paid media, SEO, and ops — what's automated, what isn't, and the moments where humans must intervene.
What ChatGPT actually cites.
We reverse-engineered citation patterns across four LLMs. The signals look surprisingly close to classic E-E-A-T — with a few twists worth knowing.
Three patterns that compound.
Across our DACH, USA, and UK clients, the same three operating habits separate compounding accounts from one-shot wins.