Published February 3, 2026
1
Why AdWaste Is Structural, Not Accidental
I have discussed NeoMarketing in numerous essays in recent times. Each essay builds on earlier ones and incrementally improves the framework.
Maya’s Dashboard
Maya is the CMO of a mid-sized D2C brand. Her dashboard looks busy — and on the surface, healthy. Campaigns are launching on schedule. The CDP is stitched together. Journeys are flowing. AI is optimising subject lines, send times, and offers in real time.
Yet three numbers refuse to cooperate.
Customer acquisition cost is up 40% over two years. Reacquisition now accounts for 65% of performance spend. Retention is flat, despite more than $2 million invested in martech.
Maya has done everything the playbooks prescribe. She has modern tools, a capable team, and more data than ever before. But customers keep fading, budgets keep rising, and contribution margins keep shrinking.
She’s not alone. Across industries, CMOs face the same pattern. More sophistication, same decay. More spend, same leakage. More tools, same outcome.
This isn’t a failure of effort. Or intelligence. Or tooling.
Maya doesn’t have an execution problem. She has an architecture problem.
**
The AdWaste Loop
The problem shows up as a loop most marketers recognise instinctively, even if they’ve never named it:
Acquire → Ignore → Drift → Reacquire → Repeat.
A customer is acquired at high cost. They engage briefly. Then nothing sustains the relationship. They drift quietly out of view. Months later, the brand pays Google or Meta to “acquire” them again — often without realising they already had them.
This is not growth. It is buying back your own customers at auction.
Across industries, 60–70% of so-called acquisition spend is actually reacquisition. That money doesn’t build new relationships; it compensates for ones that were allowed to decay.
That is AdWaste — and it behaves less like inefficiency and more like a recurring tax. A revenue tax paid to Google, Meta, and marketplaces — funded by marketing’s failure to keep customers in the first place.
And the tax keeps rising. Because the underlying architecture guarantees decay.
**
The Three Structural Failures
AdWaste persists not because marketers are careless, but because marketing systems were built on assumptions that no longer hold. Three structural failures sit beneath the loop.
| Failure |
What Broke |
Symptom |
| Intelligence Gap |
Humans can’t do N=1 |
Segments decay, Best customers fade undetected |
| Incentive Gap |
Vendors paid for activity |
No accountability for retention outcomes |
| Attention Gap |
Push without memory |
Inbox forgets, reacquisition becomes inevitable |
The Intelligence Gap. Humans cannot manage continuous N=1 relationships at scale. Segments decay. Campaigns lag reality. Best customers fade because no system is watching them closely enough, often enough.
The Incentive Gap. Most vendors are paid for activity, not outcomes. Emails sent, messages delivered, journeys launched — revenue accrues regardless of whether customers stay or leave. Retention is optional; volume is not.
The Attention Gap. Marketing remains push-driven in a world that rewards pull. Channels forget. Engagement doesn’t compound. Customers fade silently until they reappear — expensively — in an ad auction.
These failures reinforce one another. Together, they make AdWaste inevitable, regardless of how advanced the tooling becomes.
**
Why Martech Can’t Fix This
The instinct is to solve these problems with better martech. Better AI. Better personalisation. Better targeting.
But martech optimises inside the broken structure. It does not replace it.
Backend memory is not experiential memory. Campaigns are not continuity. Channels are not relationships.
Martech didn’t fail at retention. It was never designed for it.
Fixing AdWaste does not require better marketing. It requires a new operating system.
2
Three A’s as the New Operating System
If AdWaste is structural, then the solution must be architectural.
NeoMarketing is not an upgrade to martech. It is a replacement for the assumptions martech was built on — a system designed so AdWaste becomes structurally impossible.
**
The Framework
AGENTIC → Never Lose Customers
ALPHA → Never Pay Fixed
ATTENTION → Never Pay Twice
Each pillar eliminates one structural failure. Together, they replace acquisition-first marketing with continuity-first growth.
**
AGENTIC — Never Lose Customers
Structural failure solved: the Intelligence Gap.
The maths of modern marketing is unforgiving. Ten thousand customers, multiple channels, daily decisions, real-time context — no human team can continuously optimise at N=1. Segmentation is a compromise, not a solution.
NeoMarketing replaces campaign-centric execution with Agentic systems.
M-Agents are autonomous AI agents for marketing ops that monitor intent, detect early disengagement, and orchestrate personalised actions continuously — not in batches, not in campaigns, but as a living system.
BrandTwins, created via the TwinFactory, act as persistent customer-side advocates. They learn preferences, protect attention, and ensure relevance before customers drift.
The result is not better campaigns. It is the end of campaigns as the primary unit of marketing.
Best customers stay Best. Fade is detected before it becomes churn.
Agentic doesn’t automate campaigns. It eliminates the need for them.
**
ALPHA — Never Pay Fixed
Structural failure solved: the Incentive Gap.
Traditional martech pricing is input-based. Send more, pay more. Use more features, pay more. Success or failure is irrelevant to the vendor’s revenue.
NeoMarketing introduces Alpha economics.
Pricing shifts to an outcome-based model:
- Beta: a modest fixed baseline
- Alpha: performance-linked upside
- Carry: long-term profit participation
This is paired with Progency — an operating model that combines product, agents, and agency-like strategic services (via Martech Growth Engineers), paid for results rather than effort.
When vendors are paid for retention and profit, behaviour changes. Accountability becomes unavoidable.
Alpha doesn’t just change pricing. It changes who is responsible for results.
**
ATTENTION — Never Pay Twice
Structural failure solved: the Attention Gap.
Email and owned channels lost their magnet. Each interaction resets. Engagement never compounds. Customers fade quietly — and then get reacquired at full price.
NeoMarketing fixes this at the channel level.
At its core is the Attention Processing Unit (APU) — the primitive that gives the inbox memory.
- Mu in the subject line signals accumulated value
- Magnets create repeatable engagement
- ActionAds monetise attention without disruption
- Mu Ledger makes progress visible and redeemable
APU is deployed in two ways:
- NeoBoost, embedded into existing emails on any ESP, prevents fade among Best customers
- NeoMails, APU-native daily emails, recover Rest/Test customers
NeoNet is the ad network that enables cooperative, deterministic recovery without auction taxes.
The outcome is owned attention that compounds. Reacquisition becomes unnecessary.
Attention doesn’t fix individual emails. It fixes the channel.
**
The Flywheel
These pillars are not independent.
Agentic prevents loss. Attention compounds engagement. Alpha enforces discipline.
Remove any one, and AdWaste returns.
Together, they form a closed system where customers are acquired once, retained continuously, and monetised without leakage.
This is not better martech. This is what replaces it.
3
Platform, Not Products
NeoMarketing is not a product bundle. It is a platform built on primitives — and primitives compound.
**
Products, Primitives, Infrastructure
| Layer |
Examples |
Role |
| Products |
NeoBoost, NeoMails, Progency |
Entry points |
| Primitives |
APU, BrandTwins, Alpha |
Structural logic |
| Infrastructure |
M-Agents, NeoNet, Mu Ledger |
Invisible power |
Products can be copied. Primitives cannot be shortcut. Infrastructure creates moats.
This is why adding “AI personalisation” or “better journeys” does not replicate NeoMarketing. The value is not in features; it is in how the system is wired.
The question is not “which product should I buy?” It is “which layer do I need to build on?”
**
New Metrics for a New System
A new architecture demands new measures.
Open rates measure moments. CAC measures spending. Campaign ROAS measures tactics.
NeoMarketing tracks continuity and economics:
| Old Metric |
Measures |
NeoMarketing Metric |
Measures |
| Open Rate |
Moments |
Attention Retention Rate |
Engagement that compounds |
| CAC |
Spending |
Reacquisition Ratio |
Waste made visible |
| Campaign ROAS |
Tactics |
N=1 Live Ledger |
Relationship profitability |
ARR doesn’t create memory. Memory creates ARR.
**
What Zero AdWaste Actually Means
Zero AdWaste is not lower CAC or better ROAS.
It is:
- Customers acquired once, retained continuously
- Attention earned, not rented
- Owned channels that compound
- Marketing as a profit engine, not a cost centre
Zero AdWaste is not a metric. It is an architectural state.
**
Maya’s New Dashboard
Six months later, Maya’s dashboard tells a different story.
Reacquisition spend is down 35%. ARR is measured — and rising. Customer P&L is visible for the first time. Marketing contribution margin is positive.
She didn’t work harder. She didn’t optimise faster.
She changed the architecture.
Maya stopped fighting AdWaste. She made it structurally impossible.
**
Summary
The next decade of marketing will not be about better ads.
It will be about not needing them.
Traditional Martech: Lose customers. Pay twice. Repeat.
NeoMarketing: Never Lose Customers. Never Pay Fixed. Never Pay Twice.
**
NeoMarketing — The Zero AdWaste Platform
AGENTIC → Never Lose Customers
ALPHA → Never Pay Fixed
ATTENTION → Never Pay Twice
Pay Once. Profit Forever.
4
A Transformation and A Startup
Who builds NeoMarketing? If it is the answer to AdWaste, and if it cannot be replicated by adding features, then how does the industry actually get there?
The answer is uncomfortable but unavoidable: NeoMarketing requires two parallel efforts, not one. A transformation and a startup. Moving at different speeds, with different economics, toward the same destination.
**
Why Incremental Change Fails
When NeoMarketing is first described, a predictable objection arises: Can’t existing martech platforms just add these capabilities?
The answer is no — not because martech companies lack talent or technology, but because NeoMarketing breaks too many foundational assumptions to be layered on top.
You cannot simply “add” Agentic systems to an organisation designed around campaigns and quarterly planning. You cannot “pilot” outcome-based pricing inside a revenue model built on fixed SaaS fees and volume incentives. And you cannot “experiment” with inbox-level attention inside roadmap cycles optimised for enterprise feature delivery.
The Three A’s — Agentic, Alpha, Attention — are not features. They are architectural shifts. Each one changes who does the work, who bears the risk, and who is accountable for outcomes.
NeoMarketing cannot be built by doing martech better. It requires doing something different.
**
Martech 2.0 — The Transformation Engine
This does not mean traditional martech companies are obsolete. In fact, they are uniquely positioned to build part of the NeoMarketing OS.
They already have critical assets: customer relationships, data infrastructure, AI foundations, delivery expertise, and trust earned over years. But these assets must be rewired around retention and outcomes — not activity.
This is the transition from Martech 1.0 to Martech 2.0.
| Martech 1.0 |
Martech 2.0 |
| Campaign-centric |
Customer-centric |
| N=Many Segments |
N=Few and N=1 via Agents |
| Fixed SaaS fees |
Alpha-based economics |
| Tools vendor |
Growth partner |
The shift is not cosmetic.
In Martech 2.0, AI is no longer used to optimise campaigns, but to power M-Agents and BrandTwins that continuously sense intent, detect early fade, and act on behalf of both brand and customer.
Just as importantly, Martech 2.0 abandons the safety of fixed pricing. Alpha economics demand a cultural shift — from selling software to sharing accountability. Revenue becomes tied to retention, growth, and profit — not emails sent or journeys launched.
This is where the Progency model emerges: product, agents, and strategic services combined — paid for results, not effort.
This is hard. It requires cultural change, not just technical change. But it is possible — for companies willing to transform rather than merely upgrade.
Martech 2.0 doesn’t sell tools. It shares responsibility.
**
Neo — Why Attention Must Be Built as a Startup
If Agentic and Alpha can be built through transformation, Attention cannot.
Attention is fundamentally different. It cannot be “evolved into.” It must be born new.
The Attention stack operates under a different physics:
- It depends on network effects — Mu, ActionAds, and cooperative inventory grow in value only as participation increases.
- It involves three actors simultaneously: consumers, brands, and advertisers.
- It runs on habit formation, not procurement cycles.
- It must be ESP-agnostic, working across existing platforms rather than reinforcing one. That positioning is impossible for a traditional martech company protecting its core business.
- And it demands speed, experimentation, and tolerance for failure that transformation-led organisations struggle to sustain.
The Attention Processing Unit (APU) is a primitive that does not exist in today’s martech stack. NeoBoost and NeoMails are carriers for that primitive. NeoNet is not an adtech clone, but a cooperative alternative to auctions — deterministic, identity-based, and aligned with retention.
This is not a roadmap extension. It is a platform creation problem.
This is why Attention must be built as a separate entity. New team. New economics. New ambition. Startup energy applied to a problem that incumbents cannot solve from within.
Attention cannot be retrofitted into martech. It must be built as a platform — with startup energy and network economics.
**
One Vision, Two Engines
Put together, the picture becomes clear.
| Engine |
Builds |
Solves |
| Martech 2.0 |
Agentic + Alpha |
Intelligence + Incentives |
| Neo |
Attention |
Memory + Magnetism |
Neither engine works alone.
Agentic without Attention still leaks customers into stateless channels. Attention without Agentic lacks the intelligence to prevent fade. Alpha without both collapses back into fixed-fee SaaS.
Together, they form a closed system. One transforms what must be trusted. The other invents what must scale. They move at different speeds, but they are architecturally integrated.
NeoMarketing is not one company’s product. It is an operating system built by two engines moving at different speeds.
**
This is not one vendor’s roadmap. It is a category reset.
The martech industry does not need more tools, more dashboards, or more AI features layered onto old assumptions. It needs a new architecture — and the courage to build it in two ways at once.
Transform what must be trusted. Start fresh where new models and networks are required.
That is how NeoMarketing moves from framework to infrastructure.
5
Graphical View
Here is a ChatGPT graphic which captures the NeoMarketing vision.

And this is Claude’s take.
