Field notes

Clear, no fluff notes on AI search, AI agents and automation, from the people who build them. Written to be genuinely useful, whether you hire us or not.

The latest notes

What is GEO
GEO

What is GEO, and why it decides who your buyers find

Generative Engine Optimization in plain language: what it is, how it differs from SEO, and what actually gets you cited inside AI answers.

6 min readRead →
SEO, GEO and AEO
GEO

SEO, GEO and AEO: what actually changed

Three letters, a lot of noise. What each one means, what genuinely changed when AI started answering, and the short list worth doing about it.

6 min readRead →
Get cited by the AI
GEO

How to get cited by ChatGPT and Google's AI

Not luck, not a trick. What actually makes an engine name you as a source, and the practical steps to earn it.

7 min readRead →
AI agent vs chatbot
AI agents

AI agent versus chatbot: the difference that matters

Both talk. Only one does the work. What separates an agent from a chatbot, and how to tell which one you are being sold.

6 min readRead →
What an AI agent costs
AI agents

What an AI agent actually costs to build and run

The sticker price is never the whole story. How the cost splits into build and run, and how to tell whether it pays for itself.

7 min readRead →
What to automate first
Automation

Which workflow is worth automating first

Not everything, and not all at once. The four part test we use to pick the first build, so the payback is obvious before you spend on the second.

6 min readRead →
What a fast website is worth
Web

What a fast website is actually worth

Speed is not a vanity metric. How a fast site pays for itself, what makes one slow, and whether a rebuild is worth it.

6 min readRead →
Do you need a client portal
Client Portals

Do you actually need a client portal?

A portal can turn a messy client relationship into a calm one, or be a login page nobody uses. How to tell which one you would build.

6 min readRead →
Off the shelf or custom software
Platforms

Off the shelf or custom: how to choose

Buy it or build it is an expensive call. A calm way to decide based on what the software is actually for, and the traps on each side.

7 min readRead →
Marketing that compounds
Growth

Marketing that compounds, not marketing you rent

Some marketing keeps paying you back long after you stop. The difference between owned and rented growth, and how to shift the balance.

6 min readRead →

Most writing about AI and business comes from people who have never shipped an agent or fought for a ranking. These are the opposite. Each note answers one question we get on real projects, in the fewest words that do it justice, and says plainly when a tactic is not worth your time.

On the desk now

The notes we are drafting next. Want one sooner, or a question we have missed? Send it over.

GEOWhich pages are worth writing for AI search, and which are a waste
AI agentsWhere AI agents still fail, and how we design around it
AutomationWhy automations break over time, and how to make them last
GrowthThe few metrics that actually tell you marketing is working

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Tell us the problem in a couple of sentences. You will get an honest answer on where to start, or whether we are even the right team for it.