The eight layers of a modern GTM operation
Vibe coding, AEO, AIGC, GTM engineering, agentic outbound, CRM integration, Claude co-work and human relationships — broken down one pillar at a time, with what to build first.
GTM programmes delivered for teams at
The gap
Different people, different tools, nobody owns the system.
Leading companies are hiring a new role — the GTM Engineer — and most haven't defined it yet. The expertise sits in five heads, none of it is codified, and the stack is bought tool by tool instead of designed as one operation.
Marketing
Runs content and ads, no signal data
Sales
Runs outbound off stale lists
RevOps
Owns the CRM, not the motion
Nobody
Owns the loop end to end
The stack
Eight layers. One loop.
Six layers run on machines, one AI brain runs them and retains the knowledge. The eighth is the one AI can't do — and it's where deals close.
Layer 01 · Build every asset yourself
Vibe Coding
Websites, landing pages, decks, sales collateral, campaign assets — prompted and shipped in an afternoon. Better, quicker, cheaper than the agency route.
From brief to finished asset
One operator replaces the design, dev and agency queue — days, not weeks, at a fraction of the cost.
Proof
Every page, deck and campaign asset in our own funnel is built this way.
Layer 02 · Answer Engine Optimisation
AEO
Get named, not ranked. Your buyers ask an AI and get three firms back. The job is to be one of them.
How answer engines pick which names to say
Baseline first: run your firm through the answer engines and score how often you're named.
Proof
Tested live against real firms in the tutorial.
Layer 03 · Artificial Intelligence Generated Content
AIGC
AIGC — Artificial Intelligence Generated Content. Record long-form video once, then let AI atomise the transcript into a month of posts, clips, articles and emails. Publish like a team of twelve, in your voice.
Long-form video → transcript → 30+ assets
One recording session a month feeds every channel. The transcript — not the blank page — is the input.
Proof
Cost per lead cut by 87% for a media intelligence client.
Layer 04 · Live signals
AI Research Agents
Agents research accounts around the clock so you know who's in market this week — no more guessing at lists. Reach the 3% who are actually looking.
One table, built properly
Start with the signal, never the tool. Scoring sales trust is the output.
Proof
180+ senior meetings booked off signal-led lists.
Layer 05 · Agentic reach
Agentic Outbound
Personal at volume — every message informed by real research, not a merge field.
Research before reach
Every message informed by real research, not a merge field.
Proof
£11M+ qualified pipeline sourced for clients.
Layer 06 · The system of record
CRM Integration
Every signal, message and reply lands in one place your reps trust. No enriched data stranded in a spreadsheet, no pipeline you can't attribute.
Where everything lands
Two-way sync so reps see the intelligence in the system they already use.
Proof
£11M+ qualified pipeline tracked back to source.
Layer 07 · The brain that runs the stack
Claude Co-Work
One AI workspace that holds your entire go-to-market knowledge — offers, ICP, voice, process, playbooks — and runs the other layers on top of it. The system stops being dependent on the person who set it up.
One brain, every layer
Knowledge retained by the system, not the individual. People leave; the operation doesn't skip a beat.
Proof
Runs every layer of our own GTM operation with a team you can count on one hand.
Layer 08 · The human close
Human Relationships
The part AI can't do — drive leads into in-person experiences that build real relationships and close deals.
From pipeline to the room
The seven layers above fill the room. The room closes the deal.
Proof
100+ decision makers filled into one room, zero paid ads.
Results
We run this stack on ourselves, and for some of the world's leading brands — in the last 6 months.
£00M+
Qualified pipeline sourced for clients
000+
Senior meetings booked
00%
Lower cost per lead vs paid search
We filled a room with 100+ decision makers using this exact system — no paid ads, no list buying.
Trusted by teams at
Where to start
You don't build all eight at once.
The order changes the return. This is the sequence we run with clients.
Weeks 1–3
Build the surface
Vibe-code the pages and get AEO baselined so demand has somewhere to land.
Weeks 4–8
Turn on the signals
GTM engineering: one table built properly, scored and trusted by sales.
Weeks 9–12
Reach, record and close
Agentic outbound writing into a clean CRM, with Claude co-work holding the knowledge and feeding in-person rooms where deals close.
The next step
See what this costs — and what it returns
Before you commit to anything, download our free pricing guide and ROI model. It breaks down the cost of running each of the eight layers — in-house, with us, or somewhere in between — and maps the pipeline, meetings and revenue a typical GTM Engineering programme returns, so you can judge the upside for your own organisation.
Free. Sent to your inbox today.
Get the pricing guideNo call, no catch — the numbers so you can decide for yourself.
The team behind GTM programmes for