Growth · Measurement · AI systems

Signal over noise.

I help businesses, organisations and the people who run them perform better. Same discipline I bring to the markets: measure honestly, find the one constraint that matters, then build a system that holds when you stop watching it.

How I work Start a conversation

20⁺Years in paid search

28Years in the markets

CMTChartered Market Technician

1Constraint at a time

§ 01 The premise

Most organisations do not have a strategy problem. They have a systems problem, and they are working hard in the wrong place.

I have spent two decades inside advertising accounts and nearly three inside the markets. The lesson is the same in both. Results come from the process behind the decisions, and most processes are held together by memory, good intentions and one busy person.

So I work the other way round. First I make sure we can see reality clearly. Then I find the single thing holding performance back, which is often not where anyone is looking. Then I build the rules, scripts and AI tools that keep it fixed, with every change logged, reversible and reviewed.

Phil SeatonCMT · UK & Ireland

§ 02 Practice

Two practices. One outcome.

Most engagements use both. The growth work finds what is holding performance back. The systems work makes sure it stays fixed.

Growth & acquisition

Profitable growth consulting

For e-commerce brands, B2B companies and agencies spending seriously on paid media who want growth that shows up in profit, not only in the ad platform.

Paid search strategy and hands-on account management
Profit-led targets built from your margins, repeat rate and payback, so spend is judged on what reaches the bank
Measurement you can trust: first-party, server-side tracking reconciled to real orders
Product feed, landing page and offer work when the constraint sits outside the account

II.

AI & operations

AI operating systems

For owners and leadership teams who want AI doing real work inside the business, safely, rather than another tool nobody opens.

An operating brain: an AI workspace that holds your context, decisions and history, so nothing lives only in one person’s head
Automation designed on a simple rule: use the most predictable tool that does the job
Approval gates, change logs and undo steps built in from day one
Training so your team can run it and extend it without me

§ 03 The markets

What 28 years of risk taught me.

Markets punish vague thinking faster than any boardroom. Three habits from the trading desk run through everything I build for a business.

Lesson 01

Decide the risk before you act

A trader knows the exit before the entry. In a business that means agreeing what a change may cost, and how you will know it failed, before a pound is spent.

Lesson 02

Rules outlast moods

Good days make people bold and bad days make them freeze. A written rule behaves the same on both, which is why the systems I build run on rules first.

Lesson 03

Judge the decision, not the result

A sound decision can lose and a careless one can win. Reviewing the process, every time, is the only way results improve for good.

I still trade and manage money. If you are a trader looking for mentorship, that work lives separately at philseaton.com.

§ 04 Method

Constraint first. Everything else second.

Skilled people fail most often by doing good work on the wrong problem. Five steps stop that happening.

Measure

Confirm the numbers describe reality. If tracking is wrong, every decision after it is a guess.

Diagnose

Walk the hierarchy from the top and stop at the first thing that is broken. That is the constraint.

Design

Decide what would fix it, what it should change, and how we will know. Written down before anything moves.

Build

Rules and scripts where the logic is known, AI only where judgment is needed. Every change needs approval.

Review

Each change is logged with its reason and its undo step, then checked at 30, 60 and 90 days.

The hierarchy

00MeasurementTracking, attribution, data qualityCan we see reality?

01BusinessMargins, capacity, pricing, the offerDo the economics hold?

02ConversionPages, checkout, forms, follow-upDo the right people buy?

03TrafficReach, keywords, audiences, budgetAre we reaching them?

04CreativeMessage, angle, framingDoes the message land?

Fix from the top down. Scaling traffic into a business that cannot deliver makes the problem bigger. Rewriting ads for a page that does not convert buys more expensive visitors who leave. The most valuable diagnosis is sometimes that the lever is not in marketing at all.

§ 05 Systems

Built, running, and accountable.

I run my own practice on the systems I build for clients. They are not slideware. Choose one to see what it records.

The operating brain AI

A private AI workspace holding every client’s context, targets, decisions and history. It drafts, checks and prepares. It cannot change a live account without a named human approval.

The change ledger Ops

Every change records what moved, why, the exact step to undo it, and a review date. Outcomes are checked later, so the system learns which decisions worked.

First-party measurement Data

Server-side tracking tied to real orders, with refunds, repeat purchases and profit fed back to the ad platforms. The ads learn from what the business earned.

Profit-led targets Finance

Targets built from your margins, repeat purchase and payback. Each campaign is judged on the job it was built to do, so a healthy one is never cut for the wrong reason.

operating-brain

Illustrative output. No client data is shown.

§ 06 On AI

The right tool, not the newest one.

Adding AI to a problem a simple rule can solve adds cost, delay and a new way to be wrong. Every piece of automation I build is placed on this scale first.

Tier 1

Rule

A fixed threshold or mapping. Instant, free and impossible to misread.

Alert when spend passes a limit

Tier 2

Script

Deterministic code. Structured data in, structured result out, every time.

Daily pacing and data checks

Tier 3

Script + AI

The script owns the numbers. AI handles only the judgment: interpretation, priority and wording.

Report commentary, triage

Tier 4

Agent

AI that plans its own steps, for problems you cannot map in advance. More autonomy means more review.

Investigation and diagnosis

The rule

Start at the lowest tier that does the job. Climb only when it genuinely cannot.

§ 07 Principles

How I operate.

Fewer clients, deeper work

I take on a small number of engagements so each one gets senior attention. You work with me, not a junior I hand you to.

Direct, with the working shown

You get the conclusion first, then the reasoning and the numbers behind it. If the answer is to do nothing, I will say so.

iii

Verified, never assumed

A figure is checked against the source before it reaches you. If something has not been checked, I say that plainly.

A pace you can keep

Performance that depends on heroics does not last. I build for results that hold on an ordinary Tuesday.

§ 08 Engagements

Three ways to work together.

Every engagement starts with a conversation and a clear view of the constraint. Fees are scoped to the work, not to a package.

Diagnose

The constraint review

A fixed-scope review of your measurement, economics, conversion and acquisition, ending in one named constraint and a plan to move it.

Measurement and data check
The single constraint, named and evidenced
A prioritised plan with expected impact

Fixed scopeEnquire

Build & run

Partnership

Ongoing growth management and advisory, with me accountable for the outcome and every change reviewed against its result.

Hands-on account management or advisory
Profit-led targets and trustworthy measurement
Monthly review of every change against its result

RetainedEnquire

Build

AI operating system

A defined build of an AI workspace for your business: your context, your decisions and your routine work, with approval gates built in.

Discovery of the work worth automating
Built on rules first, AI only where judgment is needed
Handover and training for your team

Scoped buildEnquire

§ 09 Contact

Tell me where it hurts.

A few lines on what you are trying to achieve and what is getting in the way is enough to start.

I read every message myself and reply within two working days. If I am not the right person for it, I will tell you, and where I can, point you to someone who is.