GEO: Your Content Isn't Being Read by Humans Anymore
Prospects get answers from AI before they ever visit a site. GEO and the Answer Capsule Method: structuring content so AI systems cite it.
Cluster — AI in marketing
AI in marketing
AI search readiness, GEO, chatbots and agents, and the automation behind lead handling. Not AI tooling reviews.
Your prospects now get answers before they get to your site. That changes what content is for, how it is structured, and what “being found” means. Start with why your content is no longer read by humans first, then see how a client scored 75/100 on AI readiness without trying because the content discipline was already right.
On the build side, the honest story is iteration: a WhatsApp chatbot took 34 versions, and most “done” chatbots are a skeleton. When the automation is real, monitoring is the difference between a quiet fix and a lost month — Meta’s API broke and we told our clients first.
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Being found by AI search
The content strategy built for a search engine that didn't exist yet
In 2022 we told an insurance brand to build decision-stage content. Three years on, AI search cites it. Discipline beats prediction.
They Didn't Know They Were Preparing for AI Search. But They Were.
An insurance client scored 75/100 on an AI readiness audit without optimising for it. The principles have not changed; the payoff just got visible.
How a Client Hit 75/100 AI Readiness Without Trying
A client scored 75/100 on AI readiness without ever targeting AI search. Three years of the right content work compounded into a moat.
Chatbots and agents that ship
The WhatsApp Chatbot That Took 34 Iterations (And Why That's Normal)
Version 3.05 of a WhatsApp chatbot after 34 iterations. Not sloppy engineering but the nature of AI agents, and why iteration is not failure.
Your Chatbot Isn't Done. It's a Skeleton.
Your team said the chatbot was nearly done. We opened it and found 30%. The 10 infrastructure layers between a working AI agent and a dead end.
Your AI Pilot Is Not Failing. It Is Dipping.
78% of organisations deployed AI. Only 6% report earnings impact. The Spurs went 14% to 85% fluency in six months, and not via technology.
Automation and the tools we built
Meta's API broke yesterday morning. Did your agency tell you?
A Meta API fault broke lead automations globally. Most found out when sales noticed the drop. We told our client first. That is monitoring.
We Built an Agency Operating System in Obsidian. Here's What We Learned.
GreyWolf OS: an agency operating system in Obsidian with Claude Code as its AI layer. The architecture, what we tried first, what changed.
We Built a Quiz Engine. Not for Clients. For Us.
The way into product is building tools you already need, then packaging them. Our quiz engine, and what it means for any service business.
Related clusters
Lead generation and conversion
More leads is not the goal. Leads that close are. Landing pages, capture methods, conversion audits and the metrics that hide a broken funnel.
How we run the agency
Briefs, forecasts, decision triggers and reporting that survives a promo calendar — the operating habits behind marketing measured in revenue.