McKinsey Just Mapped How 1-in-7 Companies Win. Here's What the Structured Analysis Actually Shows.

For marketing and strategy leaders

McKinsey analysed approximately 5,000 global companies. Only 61 — roughly one in seven — outperformed their peers in profitable revenue growth over the past five years. Those 61 companies beat their peers by an average of five percentage points in revenue growth and seven points in profitability, every single year.

McKinsey's conclusion: what separates them is not luck, not timing, and not industry tailwinds. It is a set of deliberate, repeatable strategic choices organised around three themes — consistent commitment to growth, a diversified portfolio of growth engines, and technology as an accelerator.

That framing is right. But it stops at the diagnosis. When you apply the Marketing Canvas Method (MCM) to the five case studies McKinsey presents — running the parameter assessment bottom-up, from Lead Segment through M3 and M4 to archetype — a sharper and more useful finding emerges.

Most of McKinsey's outperformers are not running exotic strategies. They are running canonical archetypes with all eight Vital 8 dimensions above target simultaneously. The performance gap between them and their peers is not explained by strategic differentiation. It is explained by execution discipline at the dimension level — and that is something a structured framework can measure, diagnose, and replicate.

Here is what the analysis shows, and what it means for you.

Commitment Without a Number Is a Speech

McKinsey's first theme: outperformers commit to growth in a sustained, funded way — investing through downturns while peers slow spending.

The problem with this framing is that "commitment" is not auditable. Every CEO says growth matters. Every board approves a growth strategy. What they rarely do is decompose that growth ambition into its moving parts and verify that the numbers are internally consistent.

Step 2 (Revenue Ambition & Goal Setting) is built for exactly this. Before a single tactical decision is made, you decompose revenue into its variables:

BOP × GA − CHURN × ATV × NT × 12 = Target Revenue

Where BOP = customers at period start, GA = gross new customer additions, CHURN = customers lost, ATV = average transaction value, NT = number of transactions per customer per year.

If you cannot fill in each variable with a real number in under twenty minutes, your growth strategy is not a strategy. It is an aspiration dressed up in a slide deck.

There is a second MCM discipline McKinsey does not name explicitly but their data implies: commitment level must match your M3 (Growth Curve). Investing at the same intensity in a Decline market as in a Growth market is not boldness — it is capital destruction. The MCM archetype selection matrix flags this combination as "Suicidal" and rejects it before it costs you money.

The third piece is Dimension 640 (Budget/ROI). For archetypes where spend efficiency determines survival — A2 (Efficiency Machine), A4 (Stagnant Leader), A6 (Value Harvester) — 640 is a Vital 8 element with a mandatory target. A score below target triggers a FIX initiative. The system does not allow scaling past a failing 640. McKinsey's outperformers applied this discipline intuitively. MCM makes it testable.

What you should do: Run Step 2 before your next budget conversation. Write the revenue equation. Name every variable. If the math doesn't close, you have found your strategic problem before it becomes a financial one.

The Portfolio Insight McKinsey Gets Right — and What It Actually Requires

McKinsey's second theme: outperformers build a portfolio of growth engines — strengthening the core, expanding into adjacencies, and testing new categories, with clear accountability for each.

This is structurally correct. What is missing is the mechanism that makes a portfolio real rather than cosmetic.

In MCM terms, a genuine portfolio of growth engines requires genuinely distinct Step 0 (Lead Segment Junctions). The archetype is deterministic: M3 + M4 + Step 2 Goal produces one archetype for one segment. If two of your claimed "engines" serve the same Lead Segment with the same JTBD in the same market context, they will produce the same archetype. That is not a portfolio. It is one bet managed with extra overhead.

The test is structural, not narrative. Does each engine have a distinct customer JTBD? A distinct M3 lifecycle stage? A distinct competitive decision point (M4)? If those inputs differ, the archetype outputs will differ — and each engine requires its own Step 2 goal, its own Vital 8 audit, and its own planning cycle.

Walmart is the case where this distinction matters most, and where it is most commonly misread. Walmart's retail media and Walmart+ subscription are frequently described as "new growth platforms" that diversify beyond the grocery core. The MCM parameter assessment of Walmart's 60-year evolution tells a different and more instructive story: Walmart has maintained A2 (Efficiency Machine) as its sole archetype across five phases and six decades. Retail media and Walmart+ are not a second archetype — they are A2 digital reinvention: using Walmart's physical store network and price-primary customer base as the infrastructure for new margin streams. The competitive decision for Walmart's grocery customers (Maturity + Commodity) has not changed. EDLP is still the strategic logic. Technology and digital channels are delivery mechanisms, not new categories.

The Phase 4 period (2011–2019) is the more instructive MCM lesson for this section. When Walmart simultaneously pursued lifestyle brand repositioning, financial services, health clinics, and the Jet.com acquisition, it was attempting to shift M4 toward Experience without committing the resources or building the Vital 8 required for a different archetype. The Jet.com acquisition — $3.3 billion for an A1-logic asset inside an A2 operating structure — is the canonical MCM example of what happens when a company narrates its way into a new archetype rather than earning it through parameter work. The cost was quantifiable. The recovery took years.

The correct MCM reading of McKinsey's portfolio theme: the question is not "how many engines do we have?" but "have we done a separate Step 0 for each engine — with a separate segment, a separate M3/M4 assessment, and a separate Step 2 goal?" If yes, you have a portfolio. If the same customer JTBD underpins every engine, you have one strategy with multiple product lines.

What you should do: List your current growth engines. For each, write the customer JTBD in customer language. If the JTBD statements are substantively the same across engines, your portfolio is a presentation slide, not a strategic structure.

The Technology Insight — and the Mechanism McKinsey Doesn't Name

McKinsey's third theme: growth leaders integrate AI and data into strategy, operations, and decision-making. They don't just develop use cases — they rewire workflows.

This is accurate. The missing variable is what determines whether technology rewires your strategy or simply adds cost to your existing confusion.

In the MCM framework, technology is M10 (External Forces) — an Accelerator for companies with structured strategic foundations, a Brake for companies deploying it on top of fragmented assumptions. AI does not create clarity from ambiguity. It amplifies whatever you feed it. If your customer segmentation is approximate, AI-driven personalisation will be precisely wrong.

But the more important MCM finding from this analysis is subtler than M10. It is what Progressive Insurance reveals about the Vital 8.

Progressive operates in Maturity + Services — a market context that produces A4 (Stagnant Leader) for every P&C insurer in the US. State Farm is A4. Allstate is A4. GEICO is A4. Progressive is A4. The archetype does not explain the performance gap. What explains it is that Progressive's A4 Vital 8 dimensions — all eight of them — are above target simultaneously.

Their telematics programme (27 million Snapshot users, 14+ billion miles of driving data) is not a technology initiative. It is Dimension 110 (Segments) at +3: the most precise customer segmentation in the industry. Their combined ratio of 86.2% is not operational efficiency — it is Dimension 640 (Budget/ROI) at +2, sustained through underwriting discipline that competitors have not matched. Their Flo campaigns, their direct digital channel, their claims NPS — each of these is a Vital 8 dimension scoring above target.

Progressive delivered 14% annual revenue growth in a market where peers averaged roughly 5%. The MCM explanation: same archetype, dramatically different Vital 8 execution. That is the mechanism McKinsey's outperformers used — not disrupting their category, but executing their canonical archetype with all eight dimensions firing. And that is exactly what a structured assessment makes visible.

JPMorgan Chase tells the same story for banking. Maturity + Services + any lever = A4. Chase is A4. Bank of America is A4. Wells Fargo is A4. What separates Chase is that its A4 Vital 8 — particularly Dimension 420 (Experience) and Dimension 520 (Touchpoints) — are at or above target simultaneously. Building branches during the pandemic when peers were closing them was not bold leadership as a personality trait. It was a structurally correct A4 investment: in a Maturity + Services context, physical customer relationships are the Fatal Brake. Chase's COVID branch expansion was a FIX initiative for its Experience dimension before a competitor could exploit the gap.

What you should do: Before your next technology investment decision, run the M10 assessment in Step 1. Then ask the more important question: what is your current Vital 8 score for your archetype? If your Fatal Brakes are below target, technology will not fix the gap. It will scale the problem.

The Five Companies — What the Parameter Assessment Actually Produces

The following table reflects bottom-up MCM parameter assessments using public evidence from annual reports, investor communications, and market data — not narrative inference from the McKinsey article. The methodology is explicit: Lead Segment JTBD first, M3 and M4 from evidence, archetype from the matrix.

Company	Lead Segment	M3 / M4	Archetype	MCM Pattern	Vital 8 Focus
Walmart Mass Retail · US	Price-primary US households	Maturity/Commodity	A2 Mode 1	Archetype stability — 60 years Retail media and Walmart+ are A2 digital margin architecture, not a new category. Phase 4 drift (Jet.com, $3.3B) is the canonical Strategic Mismatch case.	640 Budget/ROI 440 Magic
Builders FirstSource Building Materials · US	Professional homebuilders	Maturity/Products → Services	A8 → A4 Mode 2	M4 ladder climb — same Lead Segment Active shift from commodity/products toward integrated project partner (Services). A4 is the destination archetype if M4 shift succeeds. A5 trigger absent: no Decline market, no High M10 Disruption.	220 Positioning 320 JTBD
ASML Semiconductor Equipment · NL	Leading-edge chipmakers TSMC · Samsung · Intel	Growth/Products*	A8 Mode 2	Fatal Brakes at +3 — no archetype drift 100% EUV market share. Every technology generation (DUV → EUV → High-NA EUV) deepens Positioning and JTBD authority within the same Lead Segment. *M4 ambiguity: Products (primary) vs Services (roadmap partnership depth). If M4 = Services → A7.	220 Positioning 320 JTBD
Progressive Insurance P&C Insurance · US	Price-and-safety-conscious auto insurance buyers	Maturity/Services	A4 Mode 1	A4 at the Vital 8 ceiling Same archetype as every US P&C insurer. 14% annual revenue growth vs ~5% peer average is explained entirely by all 8 Vital 8 dimensions above target simultaneously — not by a different archetype.	110 Segments 640 Budget/ROI
JPMorgan Chase Consumer Banking (CCB) · US	Primary bank relationship holders — US consumers	Maturity/Services	A4 Mode 1	A4 at the Vital 8 ceiling Branch expansion during COVID = A4 FIX investment in Dimension 420 (Experience) while peers weakened theirs. BNPL and payments are product features within the existing Lead Segment — not a new Step 0 segment. Scope: CCB only. CIB and AWM require separate assessments.	420 Experience 520 Touchpoints

Mode 1 — Validated conclusion from primary data or canonical MCM case file.

Mode 2 — Reasoned conclusion from public evidence (annual reports, investor communications). Archetype assignments follow Lead Segment → M3 → M4 → matrix lookup. Vital 8 scores are directional, not audited Step 3 assessments.

Source: MCM Rapid Assessments based on company filings and McKinsey — "Inspired for business growth: How five companies beat the market," February 2026.

*ASML carries an M4 ambiguity between Products (technical specification gating) and Services (5-10 year roadmap partnerships). If M4 = Services, the archetype resolves to A7. Both readings prescribe similar Vital 8 priorities given the Growth market context and Retention lever. See note in the ASML section below.

Walmart: The Case for Archetype Stability

Walmart is not the "two archetypes in parallel" story it is often presented as. It is the most instructive archetype stability case in the MCM library: a company that maintained A2 (Efficiency Machine) across six decades and five distinct strategic phases, including one near-catastrophic drift episode.

The Maturity + Commodity + Acquisition combination has produced A2 for Walmart since the founding. Every strategic initiative that succeeded — Supercenter expansion, Sam's Club, international scale, now Walmart+ and retail media — succeeded because it was executed within A2 logic: use scale and cost efficiency to deliver the lowest prices to price-primary households. Every initiative that failed — "Live Better" lifestyle repositioning, financial services, health clinics, Jet.com — failed because it attempted to shift M4 toward Services or Experience without building the Vital 8 required for a different archetype.

The MCM insight McKinsey's narrative misses: Walmart Connect (retail media) generates high-margin advertising revenue not because it is a new category for a new customer — but because it monetises the attention of Walmart's existing price-primary customers at the point of purchase. The Lead Segment has not changed. The JTBD has not changed. The competitive decision is still made at the Commodity level. Retail media is A2 margin architecture in digital form — and it is the correct A2 investment precisely because it uses what Walmart already has (scale, data, physical proximity) rather than building capabilities a different archetype would require.

The A2 lesson: when your archetype is correct for your Lead Segment, the discipline required is not innovation — it is protecting the archetype from drift. The $3.3B Jet.com write-off is the quantified cost of one decade of archetype confusion. The MCM framework would have flagged the A1-logic purchase inside an A2 operating structure before the acquisition closed.

Builders FirstSource: A Deliberate M4 Ladder Climb

BFS is the M4 transition case — not a pivot (A5), but a deliberate elevation of where the competitive decision is made, for the same Lead Segment, in the same Maturity market.

Starting from A8 (Niche Expert: Growth/Maturity + Products + Acquisition), BFS is engineering a shift toward A4 territory by moving M4 from Products toward Services. Value-added products now represent roughly 40% of sales. Installed services (framing, shell construction) are growing. The digital platform launched in 2024 — $1B in orders processed in its first year — is designed to make BFS the operational partner for a builder's entire project supply chain, not just a product supplier.

The MCM distinction from A5: BFS is not pivoting because its market is declining or disrupted. US residential construction is in Maturity with structural undersupply. BFS is choosing to move up the M4 ladder while the market still provides the cashflow to fund the transition. That is strategic M4 engineering within a stable archetype context — not a crisis response.

The Vital 8 implication: Dimension 220 (Positioning) and Dimension 320 (JTBD) are the Fatal Brakes for A8, and they must be maintained at target throughout the M4 transition. The risk is that BFS attempts to be both a commodity distributor and an integrated project partner simultaneously — a blur that would weaken both value propositions. The MCM framework's gate logic prevents this: you cannot invest in SCALE until the destination archetype's Fatal Brakes are at target.

ASML: What A8 Looks Like at +3

ASML is the cleanest A8 execution in the McKinsey article. One Lead Segment (leading-edge chipmakers), one market context (Growth + Products, with an M4 note below), one archetype — maintained with exceptional discipline across every technology generation from DUV to EUV to High-NA EUV.

The A8 Fatal Brakes are Dimension 220 (Positioning) and Dimension 320 (Jobs-to-be-Done). ASML's Positioning is at +3 by any evidence standard: 100% EUV market share, no credible competitor, described by analysts as "indispensable." Its JTBD alignment is equally strong: 5-10 year technology roadmap co-development with each customer, coinvestment history (Intel at 15%, TSMC at 5%, Samsung at 3% equity), product portfolio explicitly described as "aligned with our customers' roadmaps."

The M4 note: ASML's M4 carries genuine ambiguity between Products (the initial purchase decision is made on technical specification) and Services (the ongoing relationship operates as a multi-year technology partnership with ~20% of revenue from installed base management and growing). Both readings are defensible. If M4 = Services, the archetype resolves to A7. The practical difference for Vital 8 priorities is real — A8 invests in technical specification depth; A7 invests in experience quality at scale. The publicly available evidence is more consistent with A8, but this ambiguity should be disclosed rather than papered over.

What is unambiguous: ASML's compounding advantage comes from refusing to let its Fatal Brakes slip between technology cycles. Each generation of EUV advancement is a Positioning (220) investment. Each roadmap partnership deepens JTBD alignment (320). The acquisitions (Brion, HMI, Cymer) were chosen to deepen authority within the same segment — not to diversify away from it. That is Vital 8 discipline at the highest level of execution.

Progressive: A4 at the Vital 8 Ceiling

Progressive's 14% annual revenue growth in P&C insurance — nearly three times its peers — is not explained by a different archetype. It is explained by the same archetype, executed with all eight Vital 8 dimensions above target simultaneously.

Every P&C auto insurer in the US is A4: Maturity + Services + Acquisition (or Retention). Progressive is A4. State Farm is A4. Allstate is A4. The archetype does not differ. What differs is execution quality at the dimension level.

Progressive's Snapshot programme (27M users) is Dimension 110 (Segments) at +3 — the most precise individual risk segmentation in the industry, built over 30 years from 14+ billion miles of driving data. Their combined ratio (86.2% Q2 2025) is Dimension 640 (Budget/ROI) at sustained above-target. Their direct digital channel plus 40,000+ independent agents is Dimension 520 (Touchpoints) structured for both acquisition efficiency and relationship retention. Their Flo/Dr. Rick brand consistency is Dimension 340 (Proofs) operating as a durable credibility signal over two decades.

The MCM teaching point: if you are in A4 and underperforming, the question is not "should we change archetype?" It is "which of our eight Vital 8 dimensions are below target — and what is preventing us from fixing them?" Progressive did not find a smarter strategy than its competitors. It built and maintained a superior Vital 8 execution over a longer period. That is what the framework is designed to diagnose and replicate.

JPMorgan Chase: A4 at the Vital 8 Ceiling — in Banking

The same pattern, different industry. JPMorgan Chase's Consumer & Community Banking (CCB) is A4: Maturity + Services, with Retention as the primary value-creation lever and Acquisition as the active growth engine in expansion markets.

CCB's Vital 8 execution is the story. Dimension 420 (Experience) — the A4 Fatal Brake — is at record-high customer satisfaction scores, with 41M customers visiting a branch in 2024 and 71M digitally active. Dimension 520 (Touchpoints) is at +3: ~4,800 branches in 85% of the US population, full digital and agent coverage, and #1 position in 8 of the top 50 markets. Dimension 630 (Lifetime Value) is actively managed through multi-product deepening: 24M multi-LOB customers (+30% since 2019) with >95% retention.

The branch-building during COVID-19 — building roughly 900 branches when peers were closing them — is the canonical A4 Vital 8 FIX move. The MCM logic: in Maturity + Services, customer relationships are the moat. Building them during the instability period was a FIX initiative for Dimension 420 (Experience) while competitors weakened theirs. The subsequent digital investment is ALIGN — deploying technology to deepen the service relationship that was structurally reinforced during COVID.

Scope note: This assessment covers CCB only. JPMorgan's Corporate & Investment Bank, Commercial Banking, and Asset & Wealth Management are structurally distinct businesses serving different Lead Segments. Each would require a separate MCM assessment. The BNPL and payments products mentioned in the McKinsey article are features within the CCB product continuum — Stimulation-lever investments in Dimension 310 (Features) and Dimension 420 (Experience) for existing customers — not separate Step 0 segments.

A Note on Comparing Top-Down and Bottom-Up Analyses

McKinsey's research and the MCM framework are both rigorous — but they run in opposite directions, and conflating them produces errors that are difficult to catch precisely because they feel analytically coherent.

McKinsey runs top-down. The research starts from observed financial outcomes — revenue CAGR, profitability, total shareholder return — and works backward to identify the patterns that produced them. The result is a descriptive narrative: here is what the outperformers did. That narrative is valuable and well-evidenced. It is not, however, a parameter assessment.

MCM runs bottom-up. The framework starts from the Lead Segment's Jobs-to-be-Done, builds forward through M3 and M4 to an archetype, and derives the Vital 8 from the archetype. The result is a prescriptive diagnosis: here is what your strategic context requires, and here is which dimensions are below target. The inputs are customer-level, not financial.

The specific risk when applying MCM to top-down research is what I would call outcome-to-archetype assignment: observing a financial result, selecting an archetype that feels consistent with the narrative, and presenting the combination as a structured analysis. It is not. The same financial outcome is consistent with multiple archetypes. A2 at Vital 8 ceiling produces strong margin. A9 producing category premium also produces strong margin. You cannot distinguish them from the P&L alone. You need the parameter inputs — and those inputs must come from the customer's competitive decision, not from the company's investor narrative.

The assessments in this article were built bottom-up: Lead Segment JTBD first, M3 and M4 from market evidence, archetype from the matrix. In several cases, the archetype produced by this process contradicted what the McKinsey narrative implies. That contradiction is not a weakness in either analysis. It is the structural difference between describing what happened and diagnosing why.

Three specific cautions for readers applying MCM to external research:

1. Financial narrative ≠ M4 assignment. A company that delivers sophisticated technology is not automatically M4 = Experience. M4 is where the customer makes their competitive purchase decision — not where the company delivers value. Progressive's telematics is a delivery mechanism for competitive pricing. The customer's decision is made on price. M4 = Services, not Experience.

2. New revenue stream ≠ new Lead Segment. A new product, channel, or margin source built on the existing customer base is not a second Step 0 segment. The test is the JTBD: if the new revenue stream is derivative of the existing segment's job-to-be-done, it belongs within the existing MCM run. A genuinely new segment has a structurally different JTBD — one that would produce a different archetype when run through the matrix independently.

3. Compelling narrative ≠ validated archetype. The most dangerous MCM error is selecting an archetype that makes the story more interesting and then building the analysis backward from that choice. The matrix is deterministic precisely to prevent this. If the inputs produce A4, the company is A4 — regardless of whether A4 feels less compelling than A1 or A9 as a content frame.

The practical implication: treat any MCM archetype claim about a company without a validated canonical case file as a reasoned conclusion, not a confirmed finding.

A practical note for readers who want to apply this kind of analysis to their own sector research — whether reacting to McKinsey, HBR, or any other top-down publication. In the MCM content framework, there are three calibration levels for archetype claims:

Mode 1 — Validated conclusion. The Lead Segment, M3, and M4 are all assessed from primary data (customer research, internal scoring, validated market data). The archetype is stated as a finding. The Vital 8 scores are audited. This is what a full Step 3 assessment produces for a workshop client or a canonical case study.

Mode 2 — Reasoned conclusion from public evidence. The three parameters are assessed from annual reports, investor communications, and market data. The archetype is stated as a defensible conclusion with the evidence chain made explicit — including any parameter where ambiguity exists. The Vital 8 scores are directional, not scored. The correct framing is: "the parameter analysis indicates..." rather than "the archetype is...". This is the appropriate mode for applying MCM to publicly traded companies without inside access.

Mode 3 — MCM vocabulary applied to top-down analysis. No archetype is assigned. MCM concepts (M3, M4, Vital 8, Lead Segment) are used to frame the questions that a top-down narrative leaves unanswered, without claiming a deterministic conclusion.

The assessments in this article are Mode 2. The archetype assignments are grounded in primary source evidence — annual reports, investor communications, CEO conference language — and the parameter chain (Lead Segment → M3 → M4 → matrix) is explicit and auditable. Where a parameter carries genuine ambiguity (ASML's M4), that ambiguity is disclosed rather than resolved by narrative convenience. The Vital 8 scores are directional. That distinction matters, and naming it is part of what makes the framework analytically useful rather than just persuasive.

Three Things You Should Do This Week

McKinsey has identified what the winners do. The MCM framework identifies why it works and how to replicate it.

1. Run Step 2 before your next budget conversation. Decompose revenue into BOP, GA, CHURN, ATV, NT. If any variable is missing or approximate, that variable is your first strategic problem. Fix the number before you fix anything else.

2. Identify your archetype — and score your Vital 8. What is your M3 + M4 + primary Revenue Lever? Look up the archetype in the selection matrix. Then score all eight Vital 8 dimensions honestly against the targets. If any Fatal Brake is below +2, that is your strategic priority — not your growth initiative, not your technology investment, not your rebrand. Fix the brake. If you have not run the MCM process before, the Quick Assessment at laurentbouty.com/quick-assessmentruns the matrix in ten minutes.

For the complete framework — all six steps, 24 dimensions, the full archetype selection matrix, and worked examples across 20 companies — the book is at laurentbouty.com/book.

3. Score M10 for your archetype context. AI is an Accelerator if your Vital 8 foundations are solid. It is a Brake if your Fatal Brakes are below target and you are using technology to paper over structural gaps. The sequence matters: FIX the Vital 8 first. ALIGN your strategy. Then SCALE with technology.

McKinsey's research shows that the 1-in-7 companies that outperform are not running better strategies than their peers. They are running the right archetype for their market — and executing it with exceptional dimension-level discipline. The Marketing Canvas Method is the system that makes that discipline visible, measurable, and reproducible.

The Marketing Canvas Method is a 6-step strategic marketing framework built for entrepreneurs and marketing leaders who need to turn strategy into action. Learn more at laurentbouty.com.

This article applies MCM parameter analysis to publicly available information from the five companies cited in McKinsey's research. Archetype assignments are based on bottom-up assessment (Lead Segment → M3 → M4 → matrix lookup) using annual reports, investor communications, and market data. Vital 8 scores are provisional directional assessments — not validated Step 3 audits. Full canonical MCM assessments require primary customer data.

Source: McKinsey & Company — "Inspired for business growth: How five companies beat the market," February 2026.

HBR's Sustainability Research — What the MCM Compass Shows

For marketing and strategy leaders

Five HBR papers on sustainability marketing span fifteen years of research. Read them in sequence, and a single finding becomes impossible to ignore: the companies that succeed with sustainability are not the ones with the most ambitious commitments. They are the ones with the most precise diagnostics.

That finding is the entry point for this analysis. Here is what the MCM framework adds to each of the three major research threads — and what it means for your strategy.

1. The pioneers insight — and its missing operational layer

Visnjic, Monteiro, and Tushman (HBR, 2025) studied companies that have made sustainability a genuine commercial driver. Their finding: pioneers treat sustainability as a business model transformation, not a communications exercise. They apply structured portfolio management, set concrete medium-term targets, and embed sustainability accountability at the leadership level. These companies exist predominantly in Europe, Latin America, and Africa — and across industrial sectors, not consumer goods alone.

The gap in this research is operational. It tells you what the successful companies did. It does not tell you where to start the diagnosis, or how to measure how far you are from the position you want to reach.

What the MCM adds: The Total Sustainability Score (TSS) — a 19-dimension audit scored on a −3 to +3 scale, covering every customer-facing layer from Job To Be Done through Influencer Strategy — produces a single index ranging from −57 to +57. This number, plotted against the company's Core MCM Score, places the organisation in one of four quadrants on the MCM Sustainability Compass:

• Q1 — Sustainable Leader: Commercial strength and sustainability integration are both high. Grafting and Hybridising strategies — where customers are active partners in sustainability outcomes — are the default mode. Patagonia sits here. Interface, after 30 years of Mission Zero, sits here.

• Q2 — Purpose Pioneer: Sustainability credentials are genuine but the commercial engine is weak. Vision has run ahead of execution. The risk is not insincerity — it is unfulfilled promises and the greenwashing accusations that follow even when intent was real. Many A1 (Disruptive Newcomer) companies enter markets here.

• Q3 — Efficiency Risk: Commercial machine is strong but the sustainability score is a liability. Regulatory pressure, shifting customer expectations, and supply chain exposure can erode this position faster than most leadership teams model. Unilever, during the Sustainable Living Plan era, oscillated between Q3 and Q1 depending on the category.

• Q4 — Double Liability: Both scores are low. The temptation — to use sustainability as a commercial rescue narrative — is also the most dangerous path. A company that cannot score on core commercial dimensions and adds a sustainability claim is building greenwashing exposure onto an already weak foundation.

The quadrant is not a destination — it is a diagnostic. The Compass tells you what kind of strategic conversation you need to have. If your company is in Q3, the question is not "should we be more sustainable?" The question is: "Which of the 19 TSS dimensions is the most credible first move, given our actual commercial position?"

What you should do: Before your next sustainability strategy session, run a provisional Compass placement. Score your company on three TSS questions: Does your Job To Be Done (115) face structural sustainability constraints? Is your Pricing strategy (335) designed to make the sustainable option accessible? Does your Proof dimension (345) pass a greenwashing test? Those three scores tell you whether you are in Q1/Q2 territory or Q3/Q4 territory — and therefore what kind of strategy is actually available to you. The Quick Assessment at laurentbouty.com/quick-assessment includes the Sustainability Compass as part of the output.

2. The product strategy problem — three typologies most strategies ignore

Dalsace and Challagalla (HBR, 2024) introduce the most analytically precise piece of the sustainability marketing puzzle: a three-way typology for how sustainability features interact with a product's core performance.

Independence: Sustainability adds environmental or social value without affecting core performance. The cleaning product that removes the same stains while using plant-based ingredients. The customer gets the same primary benefit plus a sustainability benefit. This is the most common form — and the most fragile. A competitor in a different category can compete for the same customer's sustainability budget. Independence products carry a structural vulnerability: they offer temporary differentiation, not durable advantage.

Dissonance: Sustainability features reduce core performance. The eco-wash cycle that cleans less thoroughly. The recycled-content packaging that feels cheaper. The customer's reasons to buy decrease while reasons to care increase. Dissonant products can succeed — but only with the right segment, priced honestly, and communicated without obscuring the trade-off.

Resonance: Sustainability features enhance core performance. The electric car that accelerates faster. The sustainable diet that improves wellbeing. Reasons to buy and reasons to care increase simultaneously. Resonant products have the broadest strategic latitude — and the most durable competitive advantage. They are also the hardest to achieve, because their origin is in R&D and product innovation, not in communication.

What the MCM adds: This typology maps directly to Dimension 315 (Features) in Step 3 (The Vital Audit). Before scoring 315, the practitioner must establish which interaction type applies. This is not an academic distinction — it determines the scoring ceiling, the appropriate price premium, and the valid communication strategy.

A company scoring +3 on 315 for a Resonance product has built a durable marketing foundation. A company claiming +3 on 315 for an Independence product presented as if it were Resonance is creating greenwashing exposure at Dimension 345 (Proof) — the anti-greenwashing check. These two dimensions must be read together.

The pricing implication is equally specific. Dimension 335 (Prices) scoring guidance varies by product type: Independence products support only conservative, temporary premiums — because the same sustainability budget can be captured by a competitor in a different category. Resonance products justify the broadest premiums across the widest customer base. A CMO who sets pricing strategy without knowing which typology applies to their offer is working with incomplete information.

What you should do: Map your primary product to one of the three interaction types before your next pricing or positioning review. If you cannot place it clearly, that ambiguity is itself a diagnostic — it usually signals that the product has been positioned as Resonance in communication while operating as Independence or Dissonance in product reality. That gap is where greenwashing risk lives.

3. The consumer segmentation trap — and why your lead segment determines everything

White, Hardisty, and Habib (HBR, 2019) introduce a consumer segmentation that most sustainability strategies implicitly assume away: Green consumers are willing to sacrifice performance for sustainability. Blue consumers want both performance and sustainability but will not accept a trade-off. Gray consumers are unconvinced, indifferent, or actively suspicious.

The strategic consequence is direct. If your volume segment is gray, heavy sustainability communication is counterproductive. Research shows it triggers suspicion about hidden price premiums and performance compromises — creating commercial friction rather than resolving it. A company that saturates its messaging with sustainability content for a predominantly gray customer base is not failing to communicate. It is actively damaging purchase intent.

This is the consumer-level version of the Compass insight. The right sustainability strategy is not universal. It depends on who you are actually serving.

What the MCM adds: The consumer segmentation maps to Step 0 (Lead Segment Junction) and Step 1 (Strategic Context Mapping), specifically M2 (Key Benefits), which explicitly includes sustainable benefits as one of five benefit categories. The Lead Segment choice is not downstream of the sustainability strategy — it is prior to it.

If your Lead Segment is blue, your sustainability communication should lead with performance and frame sustainability as a reinforcing benefit. If your Lead Segment is green, sustainability can be the primary benefit — but the dissonance trade-off must be transparent and honestly priced. If your Lead Segment is gray, the strategic option is not louder sustainability communication. The strategic option is Resonance product development — building offers where sustainability is the performance advantage — or a deliberate decision to target a different segment.

Dimension 525 (Content & Stories) scoring must reflect this. A high 525 score earned by saturating gray-consumer channels with sustainability messaging is not a strength — it is a commercial risk in disguise. The practitioner's challenge is to score 525 not on volume of sustainability communication but on alignment between the communication and the segment's actual sustainability orientation.

What you should do: Before your next brand or content strategy review, classify your current customer base by segment type. For each primary segment, ask: does our sustainability communication increase or decrease purchase intent? If you do not have evidence to answer that question, you do not have a sustainability communication strategy — you have a sustainability communication assumption.

Company analysis — four positions on the Compass

The following assessment uses Mode 2 (public signal analysis — annual reports, brand positioning, published case material) to provisionally place four companies. These are working hypotheses, not full MCM assessments.

Company	Archetype	Compass position	Core dynamic	Primary TSS risk
Patagonia 2018–2022 Mode 1	A3 Brand Evangelist	Q1 — Sustainable Leader	Grafting + Hybridising — Worn Wear activates customers as active participants; member advocacy drives growth. Fatal Brakes 140 (Engagement) and 230 (Values) both at +3	345+3 current Proof: authenticity under scrutiny as scale increases; supply chain exposure growing
Interface	A5 Pivot Pioneer	Q1 — Sustainable Leader	Mission Zero: 30-year stream of specific, measurable targets anchored to a declared Step 2 goal	225 Positioning: maintaining relevance as competitors close the gap
Unilever Sustainable Living Plan era	A4 Stagnant Leader	Q3 oscillating	Portfolio-level variance: some brands in Q1, most in Q3; broad commitment without brand-level scored targets	115 JTBD: several core brands have structurally unsustainable jobs to be done

Patagonia: Mode 1 assessment — canonical MCM case file (2018–2022). Interface, Unilever: Mode 2 assessments (public signal analysis). Mode 2 placements are provisional hypotheses for strategic discussion, not conclusions from a full MCM workshop.

Patagonia (2018–2022, Mode 1 — canonical case file) is the definitive Q1 case not because it communicates about sustainability but because its TSS scores are earned across the full value chain. Its Fatal Brakes — 140 (Engagement) and 230 (Values) — both score +3, confirming that tribal participation and values authenticity are structurally embedded, not communications overlays. Dimension 445 (Magic) is where Patagonia leads competitors operationally: Worn Wear turns the act of not buying a new product into an identity moment — participation-mode sustainability at its most sophisticated. Revenue grew from $800M to $1.5B+ during the analysis period, confirming that Q1 Compass position and commercial performance are not in tension here. The 2022 ownership transfer to an environmental trust deepened the A3 archetype rather than changing it: it was the ultimate +3 score on 345 (Proof).

Interface demonstrates the power of a TSS target set as a Step 2 Goal. Mission Zero — zero environmental impact by 2020, committed in 1994 — turned a sustainability aspiration into a 26-year sequence of specific, scored, executable initiatives. The lesson: sustainability without a declared, dated, numbered target produces communications. Sustainability with a target produces strategy.

Unilever is the most instructive case for CMOs managing large portfolios. The Sustainable Living Plan set broad commitments that were genuinely ambitious. The brands that executed well — Dove, Ben & Jerry's — did so by translating the broad commitment into specific, category-level, scored targets. The brands that did not execute well remained in Q3: strong commercial position, low TSS, and a sustainability communication narrative that outran the operational reality. The lesson is portfolio-level: broad sustainability commitments must be decomposed into brand-level, dimension-level, scored targets or they produce announcement, not progress.

Methodology note: Patagonia is a Mode 1 assessment — a canonical MCM case file covering 2018–2022 (full analysis, Vital 8 scores verified). Interface, Carlsberg, and Unilever are Mode 2 assessments (public signal analysis — annual reports, published case material, brand positioning). Mode 2 placements are provisional hypotheses for strategic discussion, not conclusions from a full MCM workshop.

Three actions

1. Run a Compass placement before your next sustainability strategy session. Place your organisation provisionally in one of the four quadrants using TSS proxy scores for 115 (JTBD), 335 (Pricing), and 345 (Proof). These three dimensions are the fastest diagnostic indicators of quadrant position. The quadrant determines which sustainability strategies are available — and which ones will backfire. The Quick Assessment at laurentbouty.com/quick-assessment produces a provisional Compass placement as part of its output.

2. Identify your product's interaction type before committing to a sustainability premium. Map your primary offer to Independence, Dissonance, or Resonance before your next pricing review. If you cannot place it clearly, treat the ambiguity as a 315/345 gap to be resolved before communication strategy is finalised. Pricing a Dissonance product at a Resonance premium creates the conditions for greenwashing accusations — regardless of intent.

3. Classify your Lead Segment's sustainability orientation before your next content strategy. Is your volume customer green, blue, or gray? If gray, audit whether your sustainability communication is increasing or decreasing purchase intent — and adjust accordingly. The strategic priority for gray-dominant segments is not communications refinement. It is Resonance product development, or a deliberate decision to target a different segment.

The MCM Sustainability Compass does not replace the HBR research — it gives that research an operational layer. The Compass tells you not just that pioneers set specific targets but which specific dimensions to target first, given your actual commercial and sustainability position. That precision is the difference between a sustainability commitment and a sustainability strategy.

The Marketing Canvas Method is a 6-step strategic marketing framework built for entrepreneurs and marketing leaders who need to turn strategy into action. Learn more at laurentbouty.com.

Sources: Visnjic, Monteiro & Tushman (HBR, May–June 2025); Dalsace & Challagalla (HBR, March–April 2024); Challagalla & Dalsace (HBR, Nov–Dec 2022); White, Hardisty & Habib (HBR, July–Aug 2019); Lubin & Esty (HBR, May 2010); Giola, L. (2023), Solvay Brussels School / ULB.

Methodology: Company assessments in this article use Mode 2 (public signal analysis — annual reports, published case material, brand positioning). Mode 2 produces provisional placements for strategic discussion. Full MCM scoring requires a facilitated workshop (Mode 1). No canonical MCM case files exist for the companies named.

Why the Marketers Who Get Promoted Ask Different Questions in Strategy Meetings

For earlier-career marketers

McKinsey published a study of approximately 5,000 companies. Only 61 outperformed their peers in profitable revenue growth over five years — about one in seven. They beat the rest by an average of five percentage points in revenue growth and seven points in profitability, every single year.

The study profiles five of those companies: Walmart, ASML, Progressive Insurance, Builders FirstSource, and JPMorgan Chase. McKinsey explains what they did — invest consistently, build multiple growth engines, embed technology in their operations. All true. All useful.

But if you are earlier in your career — still building your strategic thinking, still learning to connect what you do day-to-day with why a company grows — the most valuable thing in this research is not the list of what the winners did. It is the question it raises about the company you work for right now.

Why is your company in the 6-in-7 that didn't outperform — or if it is outperforming, which specific things are making that happen?

That question is harder to answer than it looks. And the gap between marketers who can answer it and those who cannot is one of the biggest factors in who gets promoted, who gets trusted with bigger decisions, and who builds a career that compounds over time.

Here is a way into the answer.

Why Most Strategy Conversations Miss the Real Diagnosis

One of the patterns you will notice if you attend enough strategy meetings is that the conversation jumps immediately to solutions. "We should invest more in content." "We need a better CRM." "We should be doing more with AI." "We need to improve the customer experience."

These may all be true. They may also all be expensive ways to treat symptoms while the underlying condition goes undiagnosed.

The Marketing Canvas Method (MCM) is a 6-step strategic framework built to diagnose before it prescribes. It starts not with "what should we do?" but with three prior questions that most marketing conversations never reach: who specifically is the customer we are building this strategy for, what market conditions are we actually operating in, and what is the company's primary competitive logic?

Those three questions produce what the MCM calls an archetype — a description of the specific strategic position your company is in, based on market lifecycle stage, competitive value model, and primary growth goal. There are nine archetypes in the framework, each with its own set of eight critical dimensions to maintain (the Vital 8), and each with different priorities.

The reason this matters for your career is not that you need to run the full MCM analysis from day one. It is that learning to ask these three questions — about your own company, about competitors, about companies you read about in McKinsey articles — will train a kind of strategic thinking that most marketers at your level are not yet doing. The ones who are become visible very quickly.

The Finding That Should Change How You Read Strategy Research

Here is the finding in McKinsey's research that is not in the headline summary but that I think is the most important one.

When you apply structured MCM analysis to the five companies McKinsey profiles, most of them are not running unusual or exotic strategic positions. They are running the same type of position as their underperforming competitors. Progressive Insurance is in the same strategic position as every other US auto insurer. JPMorgan Chase is in the same position as every other major retail bank. Walmart is in the same position as the retailers it has spent decades outcompeting.

The archetype is not what differs. What differs is how well each of these companies executes the eight dimensions that matter most for their specific position.

In plain terms: the winners are not doing something different. They are doing the same thing better, in a more disciplined, more consistent, more rigorous way — across all eight critical areas simultaneously, not just the ones that are easy or obvious.

This has an implication that I want you to sit with, because it is uncomfortable and important.

It means that most underperformance in strategy is not a strategic problem. It is an execution discipline problem. And execution discipline at the dimension level is exactly what marketing and product teams are responsible for. Not the board. Not the CEO alone. The people running campaigns, managing customer journeys, building products, allocating budgets.

If your company is in the 6-in-7, there is a reasonable chance that part of the reason is dimensions below target — areas where the work is happening but not at the level required. And part of your job, as you build seniority, is to develop the ability to see which dimensions those are and advocate clearly for fixing them before adding new initiatives on top.

Three Ways to Start Applying This Thinking

You do not need to run the full MCM process to start building this way of thinking. Here are three practical places to begin.

1. Learn to ask "who specifically?" before any strategy conversation

The MCM starts at Step 0 with what it calls the Lead Segment Junction: before any strategic decision is made, you identify one specific customer segment that the strategy is being built for. Not "our customers" in aggregate. One specific group, with a specific Job-to-be-Done (JTBD) — the specific outcome they are trying to achieve when they use your product or service.

The reason this matters is that the same company, the same product, and the same market data can produce completely different strategies depending on which customer segment you are designing for. Aldi's "efficiency at lowest cost" strategy works perfectly for the price-primary household shopper and fails completely if applied to an aspirational lifestyle buyer. These are not subtle differences in tone — they produce different archetypes, different priorities, and different campaigns.

In your next strategy meeting, try asking: "Which specific segment of our customers are we making this decision for — and what is the Job they are trying to do?" You will often discover the room is assuming different answers. That discovery alone is valuable.

2. Develop the habit of separating market context from company choices

The second MCM parameter is the market lifecycle stage — is the category growing, mature, or declining? The third is the competitive value model — are customers choosing between options primarily on price (commodity), features (product), relationship (service), or outcome transformation (experience)?

These two questions narrow the strategic options available to your company dramatically. A company in a declining commodity market cannot rationally pursue customer acquisition — the MCM flags that combination as capital destruction. A company in a growth services market has different priorities than one in a mature services market, even if the product looks similar.

When you read about companies in the press — including the five McKinsey profiles — practice asking these questions before you assess the strategy. Is this market growing or mature? Are customers choosing on price, features, relationship, or outcome? You will start to see strategic decisions differently. What looks like a bold move often turns out to be the logical response to market context. What looks like a conservative move often turns out to be the right response to a market that the company understood and the press did not.

Progressive Insurance's telematics programme is a good example. McKinsey presents it as bold technology adoption. The MCM analysis shows that Progressive was simply executing the most important dimension of its strategic position — pricing precision — with better tools than competitors. The boldness was not in the technology. It was in the consistent, 30-year investment in one specific dimension that its market position required.

3. Start scoring your company's own situation informally

The MCM uses a scoring scale from −3 to +3 across 24 strategic dimensions, grouped into six meta-categories: Customers, Brand, Value Proposition, Journey, Conversation, and Metrics. Each archetype has eight of those twenty-four that are most critical — the Vital 8.

You do not need to know which archetype your company is in to start developing an instinct for this kind of assessment. Try this: pick three dimensions from the MCM that are relevant to your company — your customers' understanding of what makes you different, the quality of their experience, or how clearly your pricing reflects your value — and score each one honestly on a −3 to +3 scale. Not a marketing team score. Not what you would say in a pitch deck. An honest assessment of where customers actually are.

If you cannot score them confidently, that itself tells you something: either the data does not exist, or the team has not been asking the right questions in customer research. Both are findings worth surfacing.

What the Five Companies Can Teach You About Your Own Company

Reading McKinsey case studies is more useful when you use them as mirrors rather than models. Here is a short observation about each of the five companies that is relevant regardless of which industry you work in.

Walmart demonstrates that a clear, specific customer — in this case, the price-primary household shopper — maintained consistently over decades, produces compounding strategic advantage. Every time Walmart drifted from that customer (lifestyle repositioning, financial services, the Jet.com acquisition), the drift was expensive and the recovery took years. The discipline of saying "we serve this specific customer with this specific logic, and we will not dilute it" is harder to maintain in practice than it sounds in theory. But the companies that maintain it tend to outperform the ones that broaden.

Progressive Insurance demonstrates that the same strategic position, executed with genuine rigour across all eight critical dimensions simultaneously, produces dramatically better results than competitors in the same position. Progressive is not in a more advantaged market than State Farm or Allstate. It is more disciplined at the dimension level. This is one of the most useful things to understand early: competitive advantage often lives not in strategy but in execution quality across specific, measurable areas.

ASML demonstrates the value of deep technical authority in a narrow domain, maintained across technology generations. The company is the only supplier of extreme ultraviolet lithography equipment in the world — a position built over decades of investment in the two things that matter most for its strategic context: technical positioning and customer roadmap alignment. The lesson for earlier-career marketers is not to become a monopolist (obviously) but to observe what it looks like to maintain absolute clarity about which two or three things matter most, and to invest in them without distraction.

Builders FirstSource demonstrates that the most interesting strategic moves are often M4 shifts — deliberate changes in where the customer makes their competitive purchase decision. BFS is moving from being a commodity and product distributor (customers choose on price and specification) toward being an integrated project partner (customers choose based on scheduling certainty, reliability, and the ability to outsource complexity). This is not a pivot — it is a deliberate value ladder climb within the same customer base. It changes pricing power, margin structure, and competitive moat simultaneously. When you read that a company is "investing in services" or "moving toward solutions," this is often what is actually happening at the strategic level.

JPMorgan Chase's Consumer Banking demonstrates A4 execution at scale. The A4 archetype — mature services market, retention-anchored — is where most large established companies in B2B and B2C services live. The companies in A4 that underperform are typically failing at two specific dimensions: customer experience quality and lifetime relationship value. The companies that outperform — Chase being the clearest example — have both of those dimensions above target and sustain them through disruption (the pandemic branch expansion, the digital pivot) rather than letting them degrade.

The Career Implication

The MCM Quick Assessment takes about ten minutes and maps your company's strategic position to one of nine archetypes. It also surfaces which of the eight critical dimensions for your archetype are likely below target based on your responses.

Running it for your company — even informally, even incompletely — will give you a map of the gap between where your company's strategy should be focused and where it actually is. That map is worth something in every meeting, every briefing, and every conversation about priorities.

The marketers who develop strategic literacy early — who can read McKinsey research and ask "which dimensions are these companies scoring above target, and which of ours are below?" — are the ones who become trusted advisors rather than just capable executors. That transition is the most important one in the first ten years of a marketing career. The MCM is one of the most direct tools for accelerating it.

Take the Quick Assessment at laurentbouty.com/quick-assessment. If you want the full framework — all 6 steps, all 9 archetypes, all 24 dimensions — the book Marketing Strategy, Programmed covers it in full.

The Marketing Canvas Method is a 6-step strategic marketing framework built for entrepreneurs and marketing leaders who need to turn strategy into action. Learn more at laurentbouty.com.

Source: McKinsey & Company — "Inspired for business growth: How five companies beat the market," February 2026.

Your Brand's Biggest Marketing Problem Just Got Automated.

Oguz Acar and David Schweidel just published a piece in Harvard Business Review that should be on every marketing leader's desk this week. Preparing Your Brand for Agentic AI draws on thousands of consumer interviews across the US and UK and on AI adoption frameworks developed with companies and startups. The argument is straightforward and commercially urgent: AI agents are no longer just tools consumers use to ask questions. They are increasingly the entities that research, shortlist, compare, and complete purchases — on behalf of humans, without human involvement in the process.

Their headline figure: 60% of shoppers expect to use AI agents to make purchases within the next 12 months.OpenAI is already integrating with Stripe, PayPal, Walmart and Shopify to enable complete purchase journeys inside ChatGPT. The agent doesn't just advise. It acts.

This is not a future problem. It is a present one. And the brands that will navigate it best are not the ones with the most sophisticated AI infrastructure. They are the ones with the clearest, most rigorously structured marketing strategy.

Every problem the article identifies corresponds to a specific dimension of how marketing strategy is built and assessed. Here is the precise mapping.

What Acar & Schweidel Actually Said

The authors describe three interaction modes already operating in the market. In the first, a brand's own agent engages directly with customers — Capital One's automotive agent completes most of the buying journey before the customer enters a dealership. In the second, an independent consumer agent acts on behalf of the customer across multiple brands — Claude's "computer use" capability autonomously navigates screens, fills forms and completes purchases. In the third, full AI intermediation, both sides of the transaction are AI — ChatGPT's agent already books restaurants end-to-end.

The authors then propose a three-stage readiness model. Stage 1: decide whether you need to deploy an AI agent at all. Stage 2: get customers to use your agent rather than a generic one. Stage 3: ensure that independent consumer agents recommend your brand when given a choice.

Their central finding: most brands are unprepared for any of these three stages. And the reason, in every case, traces back to the same root cause — a lack of strategic clarity about what the brand stands for, who it serves, and why a machine should choose it over the alternatives.

Why This Maps Directly onto the Marketing Canvas Method

The Marketing Canvas Method was built on the premise that strategic clarity is not a soft ambition — it is a scored, evidence-based capability. Each of the 24 dimensions is assessed against specific evidence, not internal conviction. The result is a map of exactly where a brand is strong enough to defend its position and where it is not.

What the HBR article reveals is that AI agents are, in effect, running their own version of that audit on every brand, every day — and making recommendation decisions based on the results. A brand with a clear, specific, machine-readable strategic position passes the audit. A brand with vague positioning, undocumented features and no systematic listening fails it — silently, invisibly, at scale.

The article does not prescribe a technology solution. It prescribes strategic discipline. That is exactly what the Marketing Canvas Method is designed to produce.

AI Agents Are a New External Force. Score It As One.

The article describes AI agents as a force reshaping discovery behaviour across virtually every category. But it makes a distinction that most companies miss: the same force affects different brands differently. For some, AI-mediated discovery is an accelerator — AI agents recommend them accurately and prominently. For others, it is a brake — the brand is absent, misrepresented, or outcompeted by brands with clearer, better-structured information.

In the Marketing Canvas Method, M10 (External Forces) is the parameter that classifies these forces explicitly — as Accelerators or Brakes — and assesses their disruption level. A High Disruption M10 force changes not just one initiative priority but the entire strategic sequence. Agentic AI is precisely that kind of force for most categories. It is not enough to note it as "important." It must be classified: is it currently working for your brand or against you?

You should run the M10 classification for agentic AI this week. Open ChatGPT, Gemini and Perplexity. Ask the three questions your best customer would ask when researching your category. For each response: does your brand appear? Is the description accurate? Is your positioning reflected correctly? The gap between your intended position and your actual AI representation is your M10 assessment. If it is a Brake at High Disruption level, it moves to the top of your strategic priority order — above any growth initiative you are currently running.

"Share of Model" Is Your Positioning Score in a New Channel.

Pernod Ricard's team discovered that a leading LLM was describing Ballantine's Scotch as a prestige product. It is not a prestige product. It is an accessible, mass-market Scotch. The miscategorisation was steering the wrong customers toward the brand and the right customers away from it. The team's systematic response — prompting all major AI models regularly, logging responses, and updating copy to correct misrepresentations — is what they call managing their "share of model."

Research from Carnegie Mellon makes the revenue impact concrete: wording changes alter the likelihood of AI recommendation by up to 78.3%. The same product, described with more or less precision, produces radically different AI outcomes.

This is a Dimension 220 (Positioning) problem. The MCM's Positioning scoring standard is direct: score negative if the positioning statement could apply to three or more competitors unchanged. Score positive when the positioning is specific enough to exclude alternatives, validated by customer evidence, and visible at every touchpoint. In 2026, "every touchpoint" includes what AI agents say when a customer asks them to recommend in your category.

You should score your Positioning (220) in the AI channel. Does the AI description of your brand match your intended position — price tier, core benefit, target customer, competitive differentiation? If it does not, your Positioning score is negative in the channel where an increasing share of your Lead Segment forms their first impression. A +2 on Positioning requires that the position is clear, specific, and reflected consistently — including in the sources AI agents learn from.

Features and Proofs Must Be Machine-Readable to Score.

Sephora's AI system draws on a product catalogue with detailed shade and formula taxonomies, Color IQ technology mapping 140,000 different skin tones, and profiles from 34 million loyalty members. When a consumer's AI agent requests foundation recommendations, Sephora's information is specific, structured and verifiable. The result: customers using these tools are three times more likely to complete a purchase, and product returns have dropped by 30%.

The advantage is not better products. It is better-documented products — described in specific, verifiable terms that a machine can parse and act on.

In the Marketing Canvas Method, this maps precisely onto Dimension 310 (Features) and Dimension 340 (Proofs). The MCM's scoring standards ask: can you name the one feature that would make a customer choose you, and do customers confirm it? Is that feature documented specifically enough to be verified by a sceptical outside party? Are your proofs — case studies, certifications, benchmarks — accessible and structured?

You should assess your Features (310) and Proofs (340) against machine-readability. Are your differentiating features documented in structured, accessible formats — or buried in PDFs and sales decks? Is your proof architecture visible at the points where AI agents learn about your brand? A +2 on Features requires that the differentiating feature is clearly stated and customer-confirmed. A +2 on Proofs requires that multiple proof types — demonstration, endorsement, benchmark — reinforce the claim. In AI-mediated discovery, any feature or proof that is not machine-accessible does not exist competitively.

Your Value Type Determines How Much AI Should Intermediate Your Relationships.

The article's most strategically useful finding is one that most companies will skip past. The authors make explicit that AI agent deployment is not appropriate for all brands. Lamborghini CEO Stephan Winkelmann put it directly: "The purpose of a car like a Lamborghini is to drive it, not be driven in it." For a customer purchasing a Patek Philippe watch or a Hermès bag, the research process, the anticipation, and the in-store expertise are not obstacles. They are the product. Automating that journey would not improve the brand. It would destroy it.

At the other end, Amazon's Subscribe & Save — where 23% of US customers have delegated routine replenishment to automation — shows what full AI integration looks like when the value is efficiency and predictability. AG1 sits in the middle: AI handles 99% of routine queries, human teams focus on the emotionally significant interactions where the relationship quality is the product.

In the Marketing Canvas Method, this decision is determined by M4 (Economic Value) — the parameter that classifies where your brand sits on the value progression from Commodity to Experience. This is not an academic exercise. M4 is a direct archetype-selection input: it determines whether your strategy should be built around cost leadership, feature differentiation, outcome delivery, or transformation. And as the HBR article now makes clear, it also determines how much AI should intermediate your customer relationships.

You should use M4 to make your AI deployment decision. If your M4 is Commodity or Products, AI agent presence in the discovery channel is a competitive necessity — absence is invisibility. If your M4 is Services, the hybrid model is the answer: AI for efficiency, human for complexity and emotion. If your M4 is Experience, AI supports discovery but must never replace the human relationship that defines the brand. Getting this wrong in either direction — over-automating an Experience brand, or under-investing in AI for a Commodity brand — produces the same result: competitive disadvantage in the channel where an increasing share of purchase decisions now begin.

Your Lead Segment Determines Your AI Strategy, Not the Other Way Around.

The article is precise about who is driving AI-mediated discovery: two-thirds of Gen Z and more than half of Millennials were already using LLMs to research products before this article was published. These customers are forming impressions of your brand — and shortlisting or eliminating you — without visiting your website, without seeing your advertising, without reading your content.

Instacart's response illustrates the strategic discipline required. When OpenAI introduced plug-ins in 2023, they did not build a generic AI strategy. They asked: when our specific customer is in a conversation with an AI agent and needs groceries, how do we make ourselves the obvious answer? They built both Ask Instacart within their app and a ChatGPT plug-in simultaneously — because they knew their customer well enough to anticipate where the decision would happen.

That precision starts with Step 0 (Lead Segment Junction) — the Marketing Canvas Method's foundational decision. One company, one market, one geography, one customer segment. Not "our customers" as a composite. The specific group whose decisions matter most to the current revenue goal. Step 0 is the foundation on which every other strategic choice rests — including your AI strategy. A brand that has not made this choice with the required specificity cannot make the right call about where to invest in AI presence and where to invest in human expertise.

You should define your Lead Segment precisely enough to answer one question: does this segment currently use AI agents to research or purchase in your category — and if so, at what moments in their journey? The answer shapes everything: which channels require AI optimisation, which moments require human protection, and which investment is more urgent. A blurred Lead Segment produces a blurred AI strategy. There is no AI tool that compensates for that.

Listening Now Includes What AI Says About You.

Danone monitors how LLMs portray its brands in real time. When discrepancies arise, the team adjusts marketing communications and tracks measurable improvements in how AI agents describe and recommend their products. This is not a technology project. It is a listening discipline — systematic, structured, and connected to communications decisions.

The best marketing organisations have always maintained listening processes across multiple sources: customer surveys, review monitoring, social listening, sales conversation analysis. The HBR article adds a new and urgently important source to that set: AI models themselves. Not monitoring what AI agents say about your brand is the equivalent of never reading customer reviews. You are managing a brand without knowing what your audience encounters when they look for you.

In the Marketing Canvas Method, Dimension 510 (Listening/VOC) is scored as a strategic capability, not a background activity. The scoring standard: score positive when multiple listening channels feed a structured process that visibly influences product, marketing, and service decisions. Score negative if customer understanding relies on assumptions or single-source data. AI model monitoring is now a mandatory source in that set.

You should add AI model monitoring to your Dimension 510 process. Once a month, prompt the four major LLMs with the three most common research questions in your category. Log the responses. Compare with your intended positioning. Track changes after website or copy updates. A +2 on Listening (510) in 2026 requires evidence that AI model output is being systematically reviewed and that misrepresentations are being corrected. A team that cannot demonstrate this is operating a listening process with a structural blind spot.

The Principle That Ties It All Together

Acar and Schweidel close with a sentence worth reading carefully: "Connections that once formed the foundation of brand relationships are being reshaped, often mediated, and sometimes entirely managed, by AI."

The brands that will navigate this transition well have something in common. It is not the sophistication of their AI tools. It is the quality of their strategic foundations — the clarity of their positioning, the specificity of their features and proofs, the honesty of their value classification, the precision of their customer focus, and the rigour of their listening processes.

These are not new capabilities. They are the core dimensions of a well-executed marketing strategy. What agentic AI changes is the speed and scale at which the gap between brands that have done this work and brands that haven't becomes commercially visible.

Article Finding	MCM Component	What to Score
AI agents as market force	M10 External Forces	Accelerator or Brake — at what disruption level?
"Share of model" misrepresentation	Positioning (220)	Is your position accurate in AI channels?
Sephora's structured data advantage	Features (310) + Proofs (340)	Are your claims machine-readable and verified?
Lamborghini vs. Amazon vs. AG1	M4 Economic Value	What level of AI should intermediate your relationships?
Instacart's customer-specific strategy	Step 0 Lead Segment	Does your segment use AI — and where?
Danone's real-time monitoring	Listening (510)	Is AI model output in your listening process?

One Test You Can Run This Week

Take your three most important brand claims — the ones on your homepage, your positioning statement, your LinkedIn company page. Ask one AI agent — ChatGPT, Gemini, or Perplexity — to describe your brand to someone considering your category.

Compare the AI's description with your three claims. For each claim: does the AI reflect it, ignore it, or contradict it?

If even one of the three is absent or inaccurate in the AI response, you have an active gap in either Positioning (220), Features (310), or Proofs (340) — in the channel where your Lead Segment increasingly begins its purchase journey.

That gap is not a technology problem. It is a strategic clarity problem. And strategic clarity is what the Marketing Canvas Method is built to produce — dimension by dimension, scored against evidence, connected into a system that tells you exactly where to focus first.

Source: Oguz A. Acar & David A. Schweidel. "Preparing Your Brand for Agentic AI." Harvard Business Review, March–April 2026.

Your Customers Don't Buy Your Product. They Buy Who They're Becoming.

B. Joseph Pine II just published a piece in Harvard Business Review that is worth reading carefully. It is adapted from his new book, The Transformation Economy, and it makes an argument that is both simple and commercially serious: the most valuable thing a company can offer is not a product, a service, or even an experience. It is change. Specifically, change in the customer.

Pine calls this the transformation business. The premise: "Offering transformations means understanding the why behind what people buy from you — and then bringing together the resources to make that outcome happen."

This is not a new idea philosophically. It is a new idea commercially. And it has very specific implications for how you should assess your marketing strategy — and, if you use the Marketing Canvas Method, for how you should score several of its dimensions.

What Pine Actually Said

Pine argues that customer aspirations have two dimensions: quality (change in kind vs. change in degree) and scale (large vs. small). Cross them, and you get four aspiration types.

Metamorphosis is a large change in kind — a profound identity shift. From non-parent to parent. From med student to surgeon. The customer doesn't just want a new skill. They want to become a different person.

Cultivation is a small change in kind — embedding new values or identity markers over time. Joining a fitness centre to become "a healthy person." Moving savings to a wealth manager to become "financially set." The change is real and identity-level, but gradual.

Ambition is a large change in degree — significantly improving something the customer already does. The programmer who immerses in AI courses to dramatically accelerate their career. The amateur filmmaker who takes technique seriously and starts making longer, more involved work.

Refinement is a small change in degree — honing, polishing, sharpening. The gardener who starts reading magazines and watching videos to get better at what they already love.

Pine's closing argument is the one that should get your attention: "As goods, services, and even experiences become more commoditised, transformations yield premium pricing and long-term loyalty because they result in lasting value for customers who become more and more of who they are meant to be."

Why This Maps Directly onto the Marketing Canvas Method

The Marketing Canvas Method was built on Pine & Gilmore's original Experience Economy (1998). M4 — the Economic Value parameter — uses their value progression as one of its two archetype-selection inputs: Commodity → Products → Services → Experience. And the MCM's M4 definition at the Experience level states explicitly: "compete on transformation."

Pine's 2026 article is a theoretical elaboration of the apex of that progression. Which means every insight he offers in this piece has a direct operational equivalent in the MCM.

Here is the translation.

Metamorphosis → A3 Brand Evangelist

A metamorphic customer doesn't want to buy something. They want to become someone. Harley-Davidson customers don't evaluate motorcycle specs. They become Harley people. Patagonia customers don't buy a fleece. They become members of a movement.

In the MCM, this is the A3 Brand Evangelist archetype — triggered by Maturity + Experience + Retention. The A3's two Fatal Brakes are Engagement (140) and Values (230). These are the structural components that enable or block the metamorphosis.

If your Values score negative, your tribal identity claim is inauthentic, and the metamorphosis cannot occur. If your Engagement score is low, the tribe has gone passive, and there is no community to absorb the new member. Both failures produce the same outcome Pine describes: customers who transact but don't transform, and who leave the moment a competitor's price is 10% lower.

You should score your Values (230) against Pine's test: can a customer point to a specific decision you made in the last year that proved the values were real, even when a different decision would have been more profitable? A +2 requires that evidence. Anything lower is aspiration without proof — and metamorphic customers detect that faster than any other type.

Cultivation → A8 Niche Expert

A cultivation customer is building an identity over time. They are becoming a runner, a wine enthusiast, an art devotee. They don't need a dramatic transformation. They need a guide who takes their emerging identity seriously and gives them progressively deeper access to it.

In the MCM, this is the A8 Niche Expert archetype and the Stimulation revenue option. The A8's strategic mission is to deepen specialised authority over time — which is exactly what cultivation requires from the company's side. Dimension 120 (Aspirations) is a Primary Accelerator for A8 — deep aspiration understanding is what separates a niche authority from a narrow generalist.

Pine's specific recommendation for cultivation businesses: apps and membership models that track progress against baselines, provide access to know-how and coaches, and connect the aspirant to others on the same path. In MCM terms, this is a Dimension 630 (User Lifetime) strategy — extending the customer relationship well past the initial transaction through ongoing value delivery.

If you serve cultivation customers, the worst thing you can do is treat each transaction as complete in itself. You should build the model where the first purchase is the beginning of a guided progression, not the end of a sale.

Ambition → Features + Proofs at Maximum Rigour

An ambitious customer has a specific gap they want to close. The programmer who wants to master AI isn't vague about this. The amateur filmmaker studying technique can articulate exactly what they can't yet do. They want measurable, demonstrable progress against a concrete goal.

In the MCM, ambitious customers respond to high scores on Dimension 310 (Features) and Dimension 340 (Proofs). Features must demonstrably close the gap. Proofs must show that others with the same starting point achieved the desired outcome.

Pine's GOLFTEC example is instructive. The company compares your swing to professional players on video, shows you exactly where the gap is, and provides targeted exercises to close it. That is a +3 on Features (the product is precisely calibrated to the aspiration) and a +3 on Proofs (the benchmark is explicit and objective). There is nothing vague about the value proposition. The ambitious customer doesn't want inspiration. They want a gap closure plan with evidence that it works.

You should ask: does your current value proposition tell an ambitious customer exactly how far they are from their goal and exactly what your product does to close that distance? If the answer is "not precisely," your Features and Proofs scores are below what this customer type requires.

Refinement → Stimulation + Ongoing Content

A refinement customer loves what they already do and wants to go deeper. They are not trying to become a different person or close a major gap. They just want to keep getting better at something they enjoy.

This is the Stimulation revenue option expressed at its most sustainable. Refinement customers are loyal by nature — they've already committed to the domain. The company's job is to keep providing the next level of depth: new techniques, harder challenges, behind-the-scenes access, community with other enthusiasts at the same level.

Pine's Home Depot example is useful here. Free in-person workshops that progressively expand DIY skills. Not a one-time purchase event. A continuing relationship built on "here's what you can learn next." In MCM terms, this is a Dimension 520 (Stories) and Dimension 630 (User Lifetime) dual strategy: content that continuously serves the aspiration, and a customer relationship designed to deepen over time.

If you're serving refinement customers and your content calendar is promotional rather than educational, you have a misalignment. The refinement customer is not looking for your next offer. They are looking for their next level.

The Principle That Ties All Four Together

Pine writes: "There is no greater economic value you can create than to guide customers in achieving their aspirations — to help people become who they want to become."

The MCM's Dimension 120 (Aspirations) asks exactly this question as its assessment statement: "The knowledge of our customers' Aspirations is helping achieve our goal." A negative score here means you are selling a product to someone who is buying an identity. That mismatch is expensive — it shows up as low retention, low NPS, and price sensitivity that shouldn't exist in a category where emotional value should be high.

The good news is that the fix is specific. You don't need to reimagine your entire business. You need to answer one question clearly: which aspiration type does your Lead Segment represent?

• If Metamorphosis: your entire strategy is identity architecture. Fatal Brakes are Values (230) and Engagement (140).

• If Cultivation: your entire strategy is progressive depth. Primary Accelerator is Aspirations (120). Dimension 630 (User Lifetime) is critical.

• If Ambition: your entire strategy is gap closure. Features (310) and Proofs (340) must be rigorous and measurable.

• If Refinement: your entire strategy is continuous enrichment. Revenue option is Stimulation. Content is the product.

Once you know the aspiration type, the MCM's archetype selection, Vital 8 priorities, and Step 4 initiatives all flow from it. The aspiration is not a marketing message. It is a strategic input — as determinative as M3 (growth stage) and M4 (economic value level).

One Test You Can Run This Week

Take your Lead Segment. Write down what they buy from you. Now write down who they are trying to become. If the second answer is specific enough to design a product roadmap around, you have a strategy. If the second answer is vague — "they want to be better," "they want to succeed" — you have a gap in Dimension 120 that is limiting your retention, your pricing power, and your ability to build genuine loyalty.

Pine's four aspiration types are the diagnostic tool. The Marketing Canvas Method is the system that tells you what to do about what you find.

Source: B. Joseph Pine II. "Do You Know What Your Customers' Aspirations Are?" Harvard Business Review, February 6, 2026. Adapted from The Transformation Economy: Guiding Customers to Achieve Their Aspirations (Harvard Business Review Press, 2026).

The Marketing Canvas Method is a 6-step strategic marketing framework for entrepreneurs and marketing leaders who need to turn strategy into action. Learn more at laurentbouty.com.

What Europe's Top CMOs Prioritise in 2026 — and How to Contribute Earlier

For earlier-career marketers

McKinsey just asked 500 senior marketing leaders across Europe what matters most right now. France, Germany, Italy, Spain, the UK. The people in the rooms where budgets are decided and strategies are set.

The findings are worth reading — not because they're surprising, but because they name the conversations happening in every marketing team right now. Branding. Return on investment. Artificial intelligence. If you've sat in a meeting about any of these topics recently and wondered what you were supposed to contribute, this article is for you.

Here is what the research says, and here are three habits that make you useful in each of those conversations — without needing the budget authority or the seniority to lead them.

What McKinsey found

McKinsey organised its findings around three imperatives. Marketing leaders need to be trusted, effective, and bold. Each one maps to a specific gap European organisations are struggling with right now.

Branding ranked first out of twenty marketing topics by importance. Not AI. Not data. Not performance marketing. Brand — and specifically authentic, purpose-driven brand experiences. Nearly seven in ten European CMOs say this is essential for sustainable growth.

Budget management and marketing ROI are both urgent and underdeveloped. Only thirteen percent of marketers say they communicate well with finance. That is not a skill gap. It is a structural problem that costs marketing leaders influence and resources every budget cycle.

On artificial intelligence, the gap is stark. Only six percent of European marketing leaders say their organisations have high AI maturity. The six percent who do are already reporting twenty-two percent efficiency gains — and reinvesting them in growth. Everyone else is falling further behind every quarter.

These are not abstract trends. They are the three recurring conversations in most marketing teams right now. Knowing how to contribute to each of them is a career accelerator.

The Marketing Canvas Method (MCM) is a 6-step strategic framework that gives marketing teams a shared vocabulary and a structured diagnostic for each of these areas — connecting brand, budget, and technology to specific, scored decisions. The three habits below draw on that structure, but you can use them in any meeting without knowing the framework first.

Habit 1 — When brand comes up, ask what the score is

Try this in your next brand or creative review: When the conversation turns to authenticity, purpose, or brand trust, ask: "What does our current evidence say about how customers actually perceive our brand values — not what we intend, but what they experience?"

Branding ranked first in McKinsey's research for a reason. When markets are uncertain, customers move toward the brands they trust. That trust is not built by campaigns. It is built by what the brand consistently does — and by whether what it does matches what it says.

The frustrating thing about most brand conversations is that they stay at the level of aspiration. "We want to be more authentic." "We need to stand for something." Nobody asks the harder question: what do we actually stand for, and how would we know if customers believe it?

Patagonia is the example most people know. Their "Don't Buy This Jacket" campaign looked counterintuitive. Sales went up. Not because the ad was clever — because the brand's values were real, observable, and consistent. The campaign worked because the underlying score was already there.

What the MCM calls Values (Dimension 230) — the scored assessment of whether a brand's values are lived rather than just stated — is one of the two Fatal Brakes for companies whose strategy depends on tribal loyalty and brand trust. A score below target here means no amount of media investment fixes the problem. You are structurally blocked.

Most junior marketers assume brand scoring is a CMO's job. It isn't. The habit of asking "what evidence do we have?" in a brand conversation — not challenging the strategy, just asking for the evidence — is a contribution that most rooms need and few people make.

Habit 2 — When ROI comes up, ask what the revenue number is made of

Try this in your next budget or planning meeting: When the conversation turns to marketing ROI or spend justification, ask: "Can we decompose the revenue target into its components — existing customers, new customers, and how much each is expected to contribute?"

Thirteen percent of marketers communicate well with finance. That means eighty-seven percent are having budget conversations in the wrong language. They are talking about reach and awareness and brand health while the CFO is thinking about acquisition rates, churn, and revenue per customer.

The gap is not about access to data. It is about framing. When you can break a revenue number into its moving parts — how many customers we start with, how many we expect to add, how many we expect to lose, how much each one spends — you are having a finance conversation, not a marketing conversation. And finance conversations get budget approved.

What the MCM calls Step 2 (Revenue Ambition & Goal Setting) is built exactly for this. Before any strategic decision is made, you decompose revenue into the variables that marketing can actually influence: the number of customers at the start of the period, new customers added, customers lost, and how much each customer spends. The output is a goal in the language of finance — not impressions, not reach, not brand health scores.

Try this: Before your next budget conversation, take your team's revenue target and try to write out what it assumes about customer numbers and customer spend. If you can't fill in both, you've found the gap — and naming it is more useful than any campaign optimisation you could run.

The marketers who learn to do this early are the ones who get asked to be in budget conversations, not just informed about them afterward.

Habit 3 — When AI comes up, ask what it depends on

Try this the next time your team discusses an AI tool, a new automation, or a data-driven initiative: Ask: "What does this need to be true about our data and our strategy to actually work?"

Six percent of European marketing organisations are getting twenty-two percent efficiency gains from AI. The ninety-four percent who aren't stuck are not stuck because the tools are unavailable. They are stuck because their strategic foundations are too fragile for AI to run on. Fragmented customer data. Unclear targeting. Strategy that hasn't been written down clearly enough to be executed consistently by humans, let alone machines.

AI does not create clarity from chaos. It amplifies whatever you feed it. If your customer segmentation is approximate, AI-driven personalisation will be precisely wrong. If your value proposition hasn't been defined clearly, AI-generated content will be fluently vague.

The question to ask — before any AI investment — is not "what can this tool do?" It is "what does this tool need us to already have done?" Usually the answer is: a clear definition of who the customer is, what they want, and what success looks like in numbers.

What the MCM calls M10 (External Forces) — the assessment of whether a major environmental change is an accelerator or a brake for your specific strategic position — is where AI belongs in a structured analysis. AI is an accelerator for companies with structured foundations. It is a brake for companies deploying it on top of fragmented assumptions.

The habit of asking "what does this depend on?" before any tool conversation shifts you from being the person who tries things to being the person who evaluates them. That is a different level of usefulness in any room.

What the research shows

McKinsey's survey of five hundred European marketing leaders is a picture of a function under pressure to be more trusted, more accountable, and more technologically capable — simultaneously, and with the same resources.

The brands that are meeting that pressure are not doing three new things. They are doing the same foundational things better: being clear about who they serve, honest about their values, precise about their numbers, and disciplined about which tools they use and why.

Patagonia shows that brand trust is built from what the organisation does, not what it claims. Progressive Insurance shows that a clear customer definition, held consistently, compounds into a performance gap over years. McKinsey's own data shows that the AI leaders are not the ones with the best tools — they are the ones with the clearest strategic foundations.

The career implication is direct: the marketers who understand these foundations — who can ask the right questions about brand evidence, revenue decomposition, and strategic prerequisites for technology — are the ones who become valuable contributors in the rooms where these decisions get made.

What to do next

If you want to see where your company's marketing foundations are strong and where they have gaps, the Quick Assessment at laurentbouty.com/quick-assessment runs the diagnostic in 10 minutes. Free.

If you want the full framework behind these habits — all six steps, 24 dimensions, and the complete logic for how strategy connects to execution — the book is at laurentbouty.com/book.

For the detailed analytical take on McKinsey's Europe 2026 findings mapped to the MCM framework, read [McKinsey Just Told Europe's CMOs What They Need. Here's the Operating System to Get It Done.] →

The Marketing Canvas Method (MCM) is a 6-step strategic marketing framework that connects customer understanding to strategic action through precise vocabulary and a shared scoring system. Learn more at marketingcanvas.net.

Source: McKinsey & Company — State of Marketing Europe 2026, Past Forward: The Modern Rethinking of Marketing's Core (2025).

The 2026 Marketing Data Paradox — And the Framework That Solves It

Published: March 2026 | Category: Strategic Marketing | Reading time: 6 min

Funnel.io just published their 2026 Marketing Intelligence Report, and the headline finding is as uncomfortable as it is unsurprising: marketers today have more data, more tools, and more AI than ever before — and they still grade their own performance at B−.

72% say they can't turn data into useful insights. 86% say they don't have a clear signal through the noise. Only 13% communicate well with finance — the function that actually tracks business outcomes.

These aren't small numbers. They represent the majority of the profession.

And it raises a genuine question: if the problem isn't the tools, what is it?

Progress Without Transformation

The Funnel report calls it "progress without transformation." Teams are adopting more sophisticated technology while the fundamental way they work stays the same. Dashboards multiply. Vanity metrics accumulate. Reports get produced. Strategy remains unclear.

The problem isn't data volume. It's the absence of a decision architecture that tells teams which data matters, in what order, and what to do with it.

This is a framework problem. Not a technology problem.

What the Marketing Canvas Method Was Built For

The Marketing Canvas Method is a structured strategic framework that analyzes companies across 24 dimensions and produces a clear, prioritized action roadmap. When I read the Funnel report, what struck me was how precisely its findings map onto the MCM's architecture — not by accident, but because both are responding to the same fundamental market failure.

Let me walk through the five most striking alignments.

1. "We have data but no insight" → Step 1: Structured Context Mapping

Funnel's survey found that 72% of in-house marketers say turning data into customer insights is challenging. The problem isn't the absence of data — it's the absence of a structured framework for what questions the data needs to answer.

MCM's Step 1 resolves this directly. Rather than collecting everything, it requires teams to answer exactly 10 parameters— Market DNA (M1–M5), Competitive Mapping (M6–M9), and External Forces (M10). Every parameter has a defined scope and a specific downstream role. M3 and M4 determine archetype selection. M8 and M9 build the competitive Perceptual Map. M10 surfaces the forces — like the rise of AI-driven search — that will shape the market over the next 12 months.

The method doesn't ask "what does the data say?" It asks "what specific questions do we need to answer, and which data answers them?" That's the inversion Funnel is calling for.

2. "We're chasing vanity metrics" → The Vital 8

41% of in-house marketers say that when they report results, they don't analyze the "why" or identify actions to take. Teams are optimizing for clicks, impressions, and follower counts that are disconnected from revenue outcomes.

The MCM's Vital 8 is the structural solution. From 24 available dimensions, the framework selects the 8 that matter for your specific archetype — 2 Fatal Brakes, 2 Primary Accelerators, 2 Secondary Brakes, 2 Secondary Accelerators. Fatal Brakes are non-negotiable: if they score below target, all other investment stops until they're fixed.

Every score requires evidence. A score of zero — fence-sitting — is not permitted. You must commit to whether a dimension is helping or hurting your goal. This eliminates reporting theater at the architectural level.

3. "AI amplifies messy data" → MCM as the AI Input Layer

This is the finding with the most commercial urgency. Funnel states clearly: "AI doesn't fix messy data; it amplifies it."Without a clean, unified data foundation, neither generative AI nor machine learning delivers meaningful intelligence.

This is the gap the MCM was built to fill — not as a data platform, but as a structured strategic input layer. The MCM's MC-RESEARCH agent collects evidence across all 10 parameters and 24 dimensions using a differentiated approach based on company size and data availability. The MC-PROD agent performs goal-relative scoring and archetype selection. The separation of evidence collection from strategic assessment produces exactly the clean, structured foundation that makes AI analysis reliable rather than confidently wrong.

Companies operating the MCM are, by construction, AI-ready. Companies without it are deploying AI on top of fragmented assumptions.

4. "Only 13% talk well to finance" → Step 2: Revenue Architecture

The business acumen gap Funnel identifies — where marketers can't connect their work to financial outcomes — is a structural design failure, not a skills gap.

MCM's Step 2 (Revenue Ambition & Goal Setting) requires a complete revenue decomposition before any strategy is built: current customers × average revenue per customer, retention rate, gross additions, stimulation potential. The output is a SMART revenue goal and a primary revenue option (Acquisition, Retention, or Stimulation) that drives all subsequent decisions.

This means every MCM strategy is grounded in the language of finance from the start. Marketing dimensions connect to revenue outcomes through explicit, traceable logic — not correlation claims on a slide deck.

5. "Fear blocks experimentation" → FIX/ALIGN/GROWTH Resource Allocation

Funnel finds that 56% of in-house marketers don't feel empowered to experiment. The root cause? Lack of trust in the data. When every decision feels like a career risk, teams default to what they know.

The MCM's three-stream resource allocation — FIX (80%), ALIGN (10%), GROWTH (10%) in the first cycle, shifting progressively — does two things. First, it ring-fences experimentation from the start: the GROWTH stream runs in parallel even while foundational issues are being resolved. Second, mandatory evidence documentation at every scoring level creates a traceable decision record. Experiments become scored hypotheses, not gut-feel gambles.

This maps almost exactly to the "70/20/10" budgeting principle cited by Tom Roach (VP Brand Strategy, Jellyfish) in the Funnel report itself — 70% foundations, 20% optimization, 10% new experiments.

The Missing Layer

The Funnel report describes the problem with precision: teams have tools but lack direction. Data but lack insight. Reports but lack decisions.

What they never quite name is what the missing layer is. It is a decision architecture — a structured framework that sits between the data and the action and tells teams what matters, in what order, and what to do about it.

That is the Marketing Canvas Method.

The MCM's value proposition, stated in Funnel's own language: stop reporting what happened. Start knowing what to do next.

The Numbers That Matter

The Funnel report doesn't just describe the problem — it quantifies it:

• 72% of in-house marketers can't turn data into insights

• 86% lack a clear signal through the noise

• Only 13% communicate well with finance

• Only 8% consistently use advanced analytics

• Only 13% have continuous review embedded in culture

These are not abstract percentages. They are the size of the addressable problem. And they make the case for structured strategic frameworks more powerfully than any methodology document could.

Conclusion

The 2026 marketing challenge isn't about adopting the right AI tool, building better dashboards, or hiring more analysts. It is about having a thinking framework that transforms data into decisions — reliably, repeatably, and in the language of business.

The Marketing Canvas Method was built for exactly this moment.

The Marketing Canvas Method is a 6-step strategic marketing framework developed to bring consulting-grade rigor to marketing strategy decisions. For more information, contact [your contact details].

Source: Funnel.io — The 2026 Marketing Intelligence Report (Ravn Research, 2025)

Why Your Competitive Position Determines Which Revenue Lever to Pull

Your M8/M9 position is not just context — it is a hard constraint on what your revenue strategy can actually do.

About the Marketing Canvas Method

This article compares the Marketing Canvas Method against the Business Model Canvas, Lean Canvas, 4Ps, STP, SOSTAC, and brand positioning frameworks. The MCM structures marketing strategy across 6 meta-categories, 24 dimensions, and 9 strategic archetypes in a 6-step executable process.
Full framework reference at marketingcanvas.net →  ·  Get the book →

The Campaign That Made Everything Worse

The subscription software company had a problem. Revenue was flat. The executive team looked at their existing customer base — 2,400 accounts, an ATV sitting €20 below the category ceiling — and decided the answer was stimulation. They launched a campaign to grow average contract value: upgrade offers, bundled add-ons, a premium tier they'd been sitting on for six months. The campaign ran for a quarter. Satisfaction scores dropped four points. Churn climbed from 12% to 17%. Net revenue fell.

The campaign wasn't badly executed. The offers were real. The messaging was clear. The problem was that the company's position on the perceptual map made Stimulation structurally impossible. Their customers already felt overcharged relative to the benefits they were receiving. Asking them to spend more was not a growth move. It was an exit trigger.

The revenue lever was wrong. And the Perceptual Map — already built during Step 1 — would have told them exactly that, if anyone had read it as a strategic brief instead of a snapshot.

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The Map You're Probably Misreading

Step 1 of the Marketing Canvas Method produces a Perceptual Map built from two calculated scores. M8 (Perceived Price) captures how the cost feels to your Lead Segment relative to the competitive set, normalized to a −12 (feels very cheap) to +12 (feels very expensive) scale. M9 (Perceived Benefits) captures how your delivery on the category's key benefits is perceived, normalized to the same −12 to +12 scale. Plot both for every competitor and you get a positioning landscape for your category.

Most practitioners treat this map as a diagnostic. They look at where they sit, register whether they're above or below the diagonal, and move on to Step 2. That's the mistake. The Perceptual Map is not a historical record. It is an operating constraint. Where you sit on that map determines which revenue strategies your market position can sustain — and which ones it will punish.

The diagonal matters more than the dots. A position above the diagonal means your perceived benefits exceed your perceived price: customers feel they're getting a fair deal or better. A position below the diagonal means your price outweighs your benefits in the customer's mind. That gap — not your absolute scores — is what limits your options at Step 2.

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Each Quadrant Has a Natural Lever — and a Danger Zone

The Perceptual Map produces four meaningful positions. Each one loads a different default strategy at Step 2 (Revenue Lever Selection), and each has a lever that destroys value if chosen from the wrong position.

Premium (high M8, high M9, above the diagonal). Your price feels heavy and your benefits justify the weight. Stimulation is structurally available here — customers who already believe they're getting strong value are open to getting more. Retention is also reliable: satisfaction sustains the relationship. Acquisition is possible but expensive, because convincing new buyers to pay a premium requires proof your current customers have already experienced. The danger zone: trying to out-compete on price. A price cut from a Premium position signals that the premium was not real. You don't win on price from here. You erode the foundation that makes the whole position viable.

Value Leader (low M8, high M9, above the diagonal). Your price is accessible and your benefits are strong. This is the classic Acquisition position. The market opens to you because the barrier to try is low and the value is visible. The lever that destroys value here is over-investing in Stimulation before the base is large enough to make upsell economics work. With low M8, your ATV ceiling is visible — and you'll hit it faster than you expect. Grow the base first.

Commodity (low M8, low M9, on or near the diagonal). You are undifferentiated in both price and benefits. The only sustainable lever is cost-efficient Acquisition — the A2 (Efficiency Machine) archetype — or a deliberate move to reposition. Retention is defensive but fragile: customers have no strong reason to stay. Stimulation is close to impossible — what do you ask them to spend more on? The danger zone is any investment that increases costs without improving the M9 score. You cannot stimulate your way out of a commodity position.

Overpriced (high M8, low M9, below the diagonal). Your customers feel they are paying more than the benefits are worth. This is the position the software company above occupied. Stimulation is the most destructive lever you can pull here. You are asking customers who already feel underserved to spend more. Every upgrade offer reinforces the perception that you are extracting rather than delivering value. Churn accelerates.

The counterintuitive insight: Overpriced does not automatically mean "cut your price." Reducing M8 is one path, but it compresses margin and may not fix the underlying perception. The smarter move is often what the method calls ATV restructuring — not lowering the price, but including more at the existing price point to close the gap between M8 and M9. You reduce the perceived imbalance by shifting the value equation, not the price tag. Think of a SaaS company bundling previously paid features into the base tier. M8 stays constant. M9 rises. The diagonal moves in your favour. Stimulation becomes available in the next cycle, not this one.

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What Type of Benefit You Deliver Changes What You Can Ask For

Position on the map is not just a function of how many benefits you deliver — it's a function of what kind. This is where the dependency between Dimension 310 (Features) and Dimension 320 (Emotions) becomes revenue-critical.

Research by Almquist, Cleghorn, and Sherer (2018) on the B2B elements of value found that ease of doing business and productivity matter, but the elements most correlated with customer loyalty were higher up the hierarchy: growth enablement and social responsibility. In B2B categories, buyers consistently say they value price and functionality, then make renewal decisions based on whether the vendor relationship feels dependable, low-friction, and aligned with who they want to be. The functional claim gets you the meeting. The emotional experience keeps the contract.

The Marketing Canvas method structures this as a dependency chain: 310 (Features) must reach a viable threshold before 320 (Emotions) can do strategic work. You cannot sustain emotional loyalty on a product that doesn't deliver its functional promise. An M9 built entirely on functional performance is vulnerable to any competitor who matches those features — and they will. An M9 that includes emotional advantages (dimension 320 scoring at +2 or better) creates a premium that is genuinely hard to replicate, because the emotional benefit is embedded in the relationship and the experience, not the product specification.

The practical implication for lever selection: if your M9 advantage is predominantly functional, your Stimulation and Retention potential is fragile. A competitor with equivalent features and a lower M8 will pull your customers the moment they see the comparison. If your M9 advantage includes emotional dimensions — particularly the A3 (Brand Evangelist) and A8 (Niche Expert) archetypes, where identity and community matter — your Retention and Stimulation levers are far more durable. Customers with emotional skin in the game do not leave for a €10 saving.

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The Line That Actually Determines Momentum

Here is the assumption that costs the most: that your absolute M8 and M9 scores determine your strategic room to move. They don't. What determines momentum is your position relative to the competitive line — the Value Equivalence Line (VEL) that Leszinski and Marn identified in their 1997 work on dynamic value management.

The VEL is not the neutral diagonal. It is the line of actual market equilibrium in your specific category — the positions where customers judge price and benefits to be roughly equal given competitive alternatives. Companies above this line are gaining share momentum. Companies below it are losing it, even if their absolute M9 looks acceptable.

Your M8 of +4 and M9 of +5 might look like a Premium position until you plot your two main competitors and discover that both sit at M9 +7. The VEL in your category runs higher than you assumed. You are not above it. You are below it. And Stimulation from that position will accelerate the exit of your most informed customers — the ones who do the comparison before renewal.

Before you choose a revenue lever, locate yourself relative to where the market actually sets its line. Not relative to the diagonal. Relative to your competitors.

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The Competitive Map Feasibility Check

Before committing to a revenue lever at Step 2, run three questions against your Step 1 outputs:

• Am I above or below the Value Equivalence Line in my competitive set? Plot your M8/M9 alongside every competitor identified in M6. If you sit below the competitive cluster, Stimulation is not yet available. Fix M9 first — through Step 3 (Vital Audit) gap analysis on Dimensions 310 and 320 — before pulling the growth lever.

• Is my M9 advantage functional, emotional, or both? If your benefit lead is purely functional (features, price, speed), your Stimulation and Retention potential is limited. You can hold customers who haven't found a matching alternative yet, but you cannot reliably grow them. Emotional M9 advantages — particularly in Dimension 320 — are what make Stimulation economically durable.

• What is my churn rate telling me about the position the map shows? A churn rate above 15% while your map shows a Premium position is a contradiction. It means the map is wrong — your M9 is likely overstated — or the map is right and a specific experience failure is accelerating exits that the aggregate score masks. Either way, Stimulation before resolving that contradiction will make the number worse.

These three questions take fifteen minutes. They do not require new data. They require reading the data you already produced in Step 1 as a constraint, not a trophy.

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The Map Is the Brief

Your Perceptual Map is not a snapshot of where you are. It is a brief for what you can and cannot do next. An M8/M9 position above the VEL with emotional depth in your M9 scores: pull Stimulation with confidence. A position below the line with a functional-only benefit advantage: you are not ready to grow revenue per customer, and trying will cost you the customers you have.

The software company that launched the upgrade campaign had the map. The numbers were in their Step 1 output. Nobody stopped to ask whether the position could support the lever. That's not a strategy failure. It's a reading failure.

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What to Do Next

Check your Step 2 lever decision against your Step 1 Perceptual Map outputs right now. Plot your M8/M9 against every M6 competitor. Identify where the VEL runs in your category. Then ask whether your chosen lever sits above or below it.

If you haven't built your Perceptual Map yet, start at marketingcanvas.net — the full 24-dimension framework is there, with worked examples for every step.

If you want the complete methodology: Marketing Strategy, Programmed — the book walks through every step with live case studies, including the archetype selection logic that turns your M3 × M4 × Revenue Lever combination into a deterministic strategic brief.

If you want to run this in a workshop setting with your team: contact Laurent.

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Sources

Leszinski, R. & Marn, M.V. (1997). "Setting Value, Not Price." McKinsey Quarterly. https://www.mckinsey.com

Almquist, E., Cleghorn, J. & Sherer, L. (2018). "The B2B Elements of Value." Harvard Business Review, March–April 2018. https://hbr.org/2018/03/the-b2b-elements-of-value

Bouty, L. (2025). Marketing Strategy, Programmed: The Marketing Canvas Method. — Step 1 (Strategic Context Mapping), Step 2 (Revenue Ambition & Goal Setting), Dimension 310 (Features), Dimension 320 (Emotions).

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Framework reference pages on marketingcanvas.net

Step 1: M8 (Perceived Price) · M9 (Perceived Benefits) · The Perceptual Map; Step 2: Revenue Lever Selection · The Archetype Unlock; Dimension 310: Features · Dimension 320: Emotions · Dimension 330: Prices; Archetypes: A2 (Efficiency Machine) · A3 (Brand Evangelist) · A6 (Value Harvester) · A8 (Niche Expert)

Defining Your Goals: Turning Insights into Actionable Revenue Targets

"Grow revenue." "Increase market share." "Improve brand awareness."

These sentences feel strategic. They mean nothing. They cannot be scored, they cannot drive a prioritisation decision, and they cannot tell you whether your marketing is working or failing. The first version of the Marketing Canvas had a box that said "Goals" and a prompt that said "Write your ambition here." You can imagine what people wrote.

That experience produced the Step 2 architecture: a revenue equation, three mutually exclusive levers, a SMART goal discipline, and — most importantly — an Archetype that the goal unlocks. This post explains exactly how it works and what most marketing teams get wrong when they try to build revenue goals without it.

Revenue Is Not One Number. It Is a Machine with Four Moving Parts.

The first correction most teams need to make is to stop treating revenue as a single metric and start treating it as a formula.

The Marketing Canvas Method decomposes revenue into one equation:

Revenue = AOP × NT × ATV × 12

Here is what each variable means:

AOP is the Average of Period — the average number of active customers during the year, calculated as (BOP + EOP) ÷ 2. BOP is Beginning of Period: your customer count on January 1. EOP is End of Period: your count on December 31. EOP is itself a calculation: EOP = BOP + GA − CHURN. GA is Gross Adds — new customers acquired during the year. CHURN is customers lost.

NT is the Number of Transactions per customer per month — how often a single customer buys from you in a given month.

ATV is the Average Transaction Value — how much a customer spends each time they transact.

12 annualises the equation.

Why does this matter? Because it forces precision. "Grow revenue by 30%" is a wish. "Grow revenue from €1M to €1.3M by acquiring 150 new customers (GA), reducing churn from 20% to 15%, and holding ATV steady" is a goal — one you can score, track, and act on.

The most common mistake: combining all three variables simultaneously. "We'll grow customers by 15% AND increase transaction frequency by 10% AND raise prices by 8%." That is not a strategy. It is three strategies competing for the same budget, the same team, and the same quarter.

You should build your revenue equation for the current year first. Fill in: BOP, your best estimate of GA and CHURN, NT and ATV. Calculate EOP, AOP, and Revenue. Check: does the number match your actual revenue? If not, one of your variables is wrong. Fix it before setting targets.

Choose One Primary Lever. Not Three.

The revenue equation has exactly three ways to grow. The Marketing Canvas Method calls them revenue options — and the discipline of Step 2 is choosing ONE.

Acquisition (GET) moves revenue by growing AOP upward — specifically by increasing GA. New customers enter. The primary metric is Gross Adds. This is the right lever when your Lead Segment contains Underserved Switchers or Early Believers, when your market is in Introduction or Growth stage, and when your SAM has genuine headroom. It is the wrong lever when your churn rate is high — you will be pouring water into a leaking bucket.

Retention (KEEP) moves revenue by growing AOP differently — by reducing CHURN. The primary metric is churn rate. The arithmetic is powerful and underappreciated: reducing annual churn from 20% to 15% can increase customer lifetime value by 25% without acquiring a single new customer. This is the right lever when your Lead Segment contains Legacy Anchors at risk of quiet departure, when your market is in Maturity, and when churn is the most consequential variable in the equation. It is the wrong lever in an Introduction market — you cannot retain a customer base that does not yet exist.

Stimulation (GROW) moves revenue by increasing NT (transaction frequency) or ATV (average transaction value) — what each existing customer spends. The primary metrics are NT and ATV. This is the right lever when your Lead Segment contains Under-Optimised Power Users spending far below their potential. It is the wrong lever when your customer base is shrinking — you cannot increase spend from customers who have already left.

The connection to your Lead Segment from Step 0 is direct. The Customer Type you identified in Step 0 pre-selects your lever:

The temptation is to hedge — "we'll do a bit of all three." Resist it. A strategy that tries to acquire, retain, and stimulate simultaneously is a strategy that does none of them well. The MCM forces one primary lever per cycle. The other two operate at maintenance level in the background. Choosing means something will not be fully optimised. That is the point.

You should identify your primary lever this week. Look at your current BOP, GA, CHURN, NT, and ATV. Which variable, if improved by 10%, would have the largest impact on revenue? That is almost certainly your primary lever — and it almost certainly matches the Customer Type you defined in Step 0.

Customer Type	Revenue Option	Primary Metric
Underserved Switcher	Acquisition (GET)	GA — Gross Adds
Early Believer	Acquisition (GET)	GA — Gross Adds
Legacy Anchor	Retention (KEEP)	CHURN
Under-Optimised Power User	Stimulation (GROW)	NT / ATV

Avoid Suicidal Combinations.

Not every lever works in every market context. Some combinations are not just suboptimal — they are capital-destructive. The Marketing Canvas Method flags these explicitly.

Acquisition in a Declining market is the clearest example. Investing in new customer acquisition when the category is shrinking means spending to replace customers who are leaving faster than you can recruit them. The revenue equation confirms this: if CHURN is accelerating, growing GA is a losing race.

Stimulation in an Introduction market makes no strategic sense either. You cannot extract more value from customers who don't yet exist in volume.

Before finalising your lever choice, check it against your M3 (Growth Curve) from Step 1. A lever that contradicts market reality is not an ambitious goal. It is a strategic error — one that the revenue equation will expose within two quarters.

Turn Your Lever into a SMART Goal.

A revenue option without a number is a direction without a destination. The SMART goal calibration is what turns "we will focus on acquisition" into something you can score your strategy against in Step 3.

Start with your current baseline. Use the revenue equation to calculate what you have now:

• BOP: current customer count

• Expected GA and CHURN: based on last year's actuals

• NT and ATV: current averages

• Calculate EOP, AOP, Revenue

Then project your targets. Your revenue option choice tells you which variable to move. Acquisition: set a GA target. Retention: set a CHURN rate target. Stimulation: set an NT or ATV target. Hold the other variables at current levels unless you have strong evidence they will change.

A SMART goal looks like this: "Acquire 180 new customers by 31 December, growing end-of-period customers from 208 to 550 and increasing annual revenue from €480K to €1.2M." Specific (180 customers, named segment). Measurable (you will know on 31 December). Achievable (validated against SAM). Relevant (connected to the primary lever). Time-bound (31 December).

Before finalising, run three validation tests:

SAM test: Is your GA target realistic given the size of your addressable market from M5? Projecting 60% market capture in one cycle is not ambitious — it is fantasy. A capture rate below 5% of SAM is a reasonable benchmark for a single cycle.

CHURN test: Does your revenue model include realistic attrition, even if Retention is not your primary lever? Every business loses customers. A model that ignores churn systematically overstates growth.

Capability test: Can your operations actually deliver at the projected volume? A goal that breaks your delivery system is not a SMART goal. It is an expensive lesson.

You should write your SMART goal in one sentence. If it takes more than one sentence, it is not specific enough. Pin it on the wall. It stays there for the rest of the strategic cycle.

The Most Important Output of Step 2: The Archetype Unlock.

Here is what most marketing teams miss entirely about Step 2. The revenue goal is not the end of the step. It is the input to the most consequential decision in the entire method: the Archetype Unlock.

The Marketing Canvas Method uses three inputs — your M3 (Growth Curve) from Step 1, your M4 (Economic Value) from Step 1, and your Revenue Option from Step 2 — to deterministically route you to one of nine Strategic Archetypes. Not a personality quiz. A rule-based selection matrix.

M3 Growth Curve	M4 Economic Value	Revenue Option	Archetype
Growth	Services	Acquisition	A9 — Category Creator
Maturity	Experience	Retention	A3 — Brand Evangelist
Growth	Experience	Retention	A7 — Scale-Up Guardian
Maturity	Commodity	Acquisition	A2 — Efficiency Machine
Decline	Any	Retention	A5 — Pivot Pioneer

Each Archetype is a pre-built strategic operating system. It tells you which eight dimensions are most critical for your specific context (the Vital 8), which two are Fatal Brakes (the ones that will kill your strategy if neglected), and which two are Growth Drivers (the parallel revenue engine). Without the Archetype, Step 3 — the Vital Audit — has no filtering logic. You would be scoring all 24 dimensions equally. The Archetype is what reduces 24 to 8, and makes the method operational rather than comprehensive.

This cascade matters enormously:

Step 2 Revenue Goal
        ↓
Archetype (M3 + M4 + Revenue Option)
        ↓
Vital 8 — the 8 dimensions scored in Step 3
        ↓
15 initiatives in Step 4
        ↓
3-cycle roadmap in Step 5

Everything downstream of Step 2 is determined by these three inputs. If Step 2 is vague — if the revenue option is hedged and the goal is a range — the entire cascade loses precision. The method cannot tell you where to focus, which gaps are fatal, or which initiatives should execute first.

You should check your Archetype against the selection matrix before moving to Step 3. If your combination produces a "Suicidal" flag in the matrix, revisit your revenue option or reassess your M3 and M4. The matrix is not telling you that your ambition is wrong — it is telling you that your goal and your market context are in conflict, and that conflict needs to be resolved before you invest in execution.

Putting It Together: The Green Clean Example

Green Clean starts Step 2 with a clear Step 1 foundation: M3 = Growth, M4 = Services, SAM = 7,500 eco-conscious households. Their Lead Segment is Early Believers. Their Customer Type pre-selects Acquisition.

Revenue equation (2021 baseline):

• BOP: 160 customers

• GA: 80 new customers

• CHURN: 32 customers (20% churn rate)

• EOP: 208 customers

• AOP: 184 customers

• NT: 1.0 (monthly service), ATV: €200

• Revenue: 184 × 1.0 × €200 × 12 = ~€441,600

SMART goal (target year): Acquire 180 new customers by 31 December, growing EOP from 208 to 550 and annual revenue from ~€480K to ~€1.2M — proving the commercial viability of health-first home care before larger players enter.

SAM test: 180 new customers / 7,500 addressable households = 2.4% capture rate. Passes.

Archetype Unlock: M3 (Growth) + M4 (Services) + Acquisition = A9 Category Creator.

The A9's Fatal Brakes are JTBD (110) and Features (310). In Step 3, every dimension will be scored against the question: "Is our JTBD clear enough to acquire new customers?" and "Are our Features strong enough to prove the category is real?" The Vital 8 has already been set. The initiatives in Step 4 will follow from the gaps the audit reveals.

One Test You Can Run This Week

Take your current marketing goal — whatever your team agreed to in the last planning cycle. For each component of the goal, answer two questions:

Question 1: Which variable in the revenue equation does this component move — GA, CHURN, NT, or ATV? If the answer is "all of them," you have not yet chosen a primary lever.

Question 2: Is this target based on the revenue equation, with current BOP, current GA, current CHURN, current NT, and current ATV as your starting point — or is it based on a percentage uplift applied to last year's revenue number?

If you cannot answer both questions with specific numbers, your Step 2 is incomplete. The strategy that follows will be structurally vague, the Step 3 audit will be impossible to score against, and the initiatives in Step 4 will be disconnected from the goal.

The revenue equation is not a reporting tool. It is the operating system that connects your ambition to your strategy, your strategy to your audit, and your audit to your actions. Start there.

Laurent Bouty is a marketing strategist and the creator of the Marketing Canvas Method, a 6-step strategic marketing framework for entrepreneurs and marketing leaders who need to turn strategy into action. Learn more at laurentbouty.com.

Beyond the 4Ps: The Marketing Canvas Approach and the Power of Understanding Customer Aspirations

E. Jerome McCarthy's 4Ps — Product, Price, Place, Promotion — gave marketing its first operational language in 1960. That was not a small thing. Before the 4Ps, marketing was an imprecise collection of instincts and habits. The 4Ps turned it into a manageable, teachable framework that structured decisions and gave practitioners a common vocabulary.

For decades, that was enough.

It isn't anymore. Not because the 4Ps were wrong — they were right about everything they covered. But what they covered was always a partial picture. They described the offer. They never described the customer. They defined the tools. They never defined the purpose behind the tools. And they produced strategies that were disciplined, internally consistent, and frequently irrelevant to the people they were supposed to serve.

The Marketing Canvas Method was built to complete the picture. What follows is a precise account of what the 4Ps left out — and what the method adds in its place.

The 4Ps Start With Product. Strategy Should Start With Who.

The first P is Product. The entire 4Ps framework assumes you already know what you are selling, to whom, and why. None of those assumptions are examined. They are given.

The Marketing Canvas Method begins differently. Before any other question is asked, it forces a choice that the 4Ps never required: who, specifically, are you building this strategy for?

Not "our customers." One company. One market category. One geography. One customer segment — the Lead Segment, the group whose decisions matter most to your current revenue goal. The method calls this Step 0: The Lead Segment Junction. It is not a preliminary. It is the foundational decision that every subsequent choice rests on.

Within the Lead Segment, the method then asks four questions the 4Ps never posed:

What job is the customer hiring you to do? Not a feature description — the functional, emotional, and social progress they seek. This is Dimension 110 (JTBD). Theodore Levitt's drill-and-hole metaphor is the starting point: people don't want a quarter-inch drill, they want a quarter-inch hole. But the method goes further: they want to hang a picture to feel proud of their home, to be seen as someone with good taste. Jobs change slowly. Solutions change constantly. Define the job in product terms and you will always miss the real competition.

Who does the customer want to become? Not what they want to buy — who they want to be twelve months from now. This is Dimension 120 (Aspirations). The brands that earn loyalty that feature parity cannot touch are the ones that connect to this identity layer. Green Clean customers don't just want a clean house. They want to be the kind of person who lives sustainably. That aspiration outlasts any single service transaction.

What frustrates them and what delights them? Pains and gains mapped to specific moments in the journey — not listed as abstract attributes. Dimension 130 (Pains & Gains).

How deeply connected are they to your brand? Satisfaction is not engagement. A customer can be satisfied and completely disengaged — renewing out of inertia, leaving the moment a competitor makes switching easy. Dimension 140 (Engagement) scores the gap between the two.

You should audit your current strategy against this test: take your positioning statement and ask whether it describes who your customer wants to become, or only what you sell. If the answer is the latter, you are operating a 4Ps strategy with customer language on top. The two are not the same.

The 4Ps Include "Promotion." The Marketing Canvas Method Starts With Listening.

The fourth P — Promotion — describes the act of broadcasting. It assumes you have a message and need to transmit it. What it does not ask is whether the message is correct, whether it reflects what customers actually say when they describe their experience with you, or whether the market has already moved in a direction your messaging has not yet acknowledged.

The Marketing Canvas Method replaces Promotion with an entire meta-dimension: 500 Conversation. And critically, the first dimension in that meta-dimension is not Stories or Media or Influencers. It is Dimension 510 (Listening/VOC).

The logic is deliberate. You cannot tell a coherent story until you know what the market is saying. You cannot choose the right media until you know where your customers are having the conversations that matter. You cannot select influencers until you know whose voice already carries credibility in your category.

The method scores Listening on four properties: capture scope (do you hear everything?), data discipline (is the process evidence-driven rather than assumption-driven?), journey integration (does listening map to the customer lifecycle?), and methodological breadth (are multiple channels feeding a single structured process?). Score negative if your customer understanding rests on assumptions. Score positive when multiple listening channels visibly change decisions.

Only after Listening is strong do Dimension 520 (Stories), Dimension 530 (Media), and Dimension 540 (Influencers) matter. Broadcasting a story the market hasn't confirmed is advertising. Communicating a story the market helped you discover is strategy.

You should check your content calendar for the last quarter. What percentage of your published content was informed by something a customer said, wrote, or demonstrated? If the honest answer is less than half, your Listening (510) score is negative — and everything you publish is a bet, not an informed decision.

The 4Ps Include "Price." The Marketing Canvas Method Includes the Whole Value Architecture.

Price in the 4Ps is a tactical variable — set it high, set it low, match the competition, offer a discount. It describes what you charge without asking why customers pay what they pay, or what the price says about the kind of value you provide.

The Marketing Canvas Method begins the value question much earlier, at M4 (Economic Value) in Step 1. M4 classifies where your brand sits on a progression from Commodity (compete on cost) to Products (compete on features) to Services (compete on outcomes) to Experience (compete on transformation). This classification is not about what you think you offer. It is about what your Lead Segment perceives they are buying. Many companies believe they sell experiences when their customers perceive products. That gap is not a marketing problem. It is a strategic misalignment that no promotional campaign can fix.

M4 is a direct archetype-selection input — it determines which of the nine strategic archetypes is correct for your situation, and therefore which eight dimensions are most critical to your strategy. Dimension 330 (Pricing) then scores whether your pricing actively supports the strategic position M4 identifies, or whether it contradicts it.

You should classify your brand honestly on the M4 value spectrum. Not aspirationally — based on what customers say when they explain why they pay what they pay. Then ask: does your pricing signal the level of value M4 claims? A commoditised pricing model on a Services or Experience brand suppresses the margins that level of value should command.

The 4Ps Have No Brand. The Marketing Canvas Method Has Four Brand Dimensions.

The word "brand" does not appear in the original 4Ps framework. McCarthy's model addressed the product and how to sell it. The brand — the reason someone would choose you over a functionally identical alternative — was simply not part of the question.

The Marketing Canvas Method dedicates an entire meta-dimension to brand: 200 Brand, with four scored dimensions.

Purpose (210) is the company's reason for existing beyond making money — not a mission statement, but a genuine answer to the question: what would your customers lose if you ceased to exist tomorrow? Patagonia's purpose is not "make outdoor clothing." It is "save our home planet." That purpose constrains decisions: it made Patagonia run "Don't Buy This Jacket" — a campaign that would have been strategically impossible without an authentic purpose to anchor it.

Positioning (220) is the mental real estate your brand owns in the customer's mind. Not what you say about yourself — what customers say about you when you're not in the room. The most common positioning failure is not being wrong. It is being vague. "We provide innovative solutions for modern businesses" occupies no mental real estate because it describes everyone.

Values (230) are the principles that govern how the brand behaves. The test: if a value does not change at least one decision per quarter, it is aspirational, not operational.

Visual Identity (240) is the signal system that makes you recognisable before a word is read.

You should test your Purpose (210) against this standard: can you name one decision your company made in the last 12 months that was harder or less profitable because you stayed true to your stated purpose? If you cannot, your purpose is decoration. A +2 on Purpose requires that evidence.

The 4Ps Have No Metrics. The Marketing Canvas Method Closes the Loop.

The 4Ps describe inputs: what to sell, what to charge, where to distribute, how to promote. They do not describe how to know whether any of it is working, nor do they provide a framework for connecting marketing activity to financial outcomes.

The Marketing Canvas Method's sixth meta-dimension, 600 Metrics, closes this loop with four dimensions that translate marketing strategy directly into the language of the P&L.

Dimension 610 (Acquisition) scores whether your cost of acquiring new customers is sustainable — measured as the ratio of Customer Lifetime Value to Customer Acquisition Cost. A ratio below 3:1 means you are acquiring customers you cannot afford.

Dimension 620 (ARPU) scores whether you are maximising the revenue each customer relationship generates — through frequency, transaction value, and pricing optimisation.

Dimension 630 (User Lifetime) scores how long customers stay — expressed as 1/churn rate. A 10% annual churn rate means an average customer lifetime of 10 years. A 30% churn rate means 3.3 years. The revenue mathematics are significant: reducing churn by 5 percentage points can increase lifetime value by 25–95%, depending on the business model.

Dimension 640 (Budget/ROI) scores whether the marketing budget is allocated by strategic logic or by inertia — and whether the team can demonstrate a causal relationship between spend and outcomes.

You should calculate your Dimension 630 score this week. Take your annual churn rate. Calculate what a 5 percentage point improvement would mean for your total customer lifetime value. If that number is larger than your entire current marketing budget, you are underinvesting in retention and overinvesting in acquisition. That is not a 4Ps insight. It is a Marketing Canvas Method diagnosis.

The Principle That Ties It All Together

The 4Ps gave marketing a language. The Marketing Canvas Method gives it a complete operating system — 24 dimensions across six meta-categories, scored against evidence, connected into a sequenced process that tells you which eight dimensions matter most for your specific competitive context, and in what order to address them.

What the 4Ps left out was not one thing. It was the customer's identity, the brand's purpose, the strategic meaning of price, the primacy of listening over broadcasting, and the financial accountability that connects marketing activity to business outcomes.

The Marketing Canvas Method addresses each of these gaps with a scored dimension, a target, and a gap analysis that drives specific initiatives. A strategy built on the 4Ps alone will always be internally consistent and externally incomplete. A strategy built on the Marketing Canvas Method starts with who the customer wants to become — and works outward from there.

One Test You Can Run This Week

Take your current marketing plan — whatever document describes what your team is working on this quarter. For each initiative on the list, ask: which of the 24 dimensions does this initiative directly improve?

If fewer than 80% of your initiatives can be traced to a specific dimension, you are running a tactical plan without a strategic foundation. The initiatives may all be sensible. They are not connected to each other in a way that tells you which order matters, which gaps are most urgent, or whether the sum of the parts adds up to a coherent competitive position.

That connection — from customer understanding through brand to value proposition to experience to conversation to metrics — is what the Marketing Canvas Method provides. The 4Ps built the foundation. The method builds the house.

Laurent Bouty is a marketing strategist and the creator of the Marketing Canvas Method, a 6-step strategic marketing framework for entrepreneurs and marketing leaders who need to turn strategy into action. Learn more at laurentbouty.com.

How to Turn Sustainability Goals Into Real Marketing Strategy

For earlier-career marketers

There is a meeting that happens in almost every marketing team at some point. Someone from leadership walks in — or sends a message — and says: "We need to be more sustainable in our marketing."

Everyone nods. Someone takes a note. And then nothing changes.

Not because the team doesn't care. They do. But "be more sustainable" is a direction, not a goal. And you cannot execute a direction. You can only execute a goal with a number, a deadline, and a way to know if you got there.

This is the gap I want to help you close. Because if you're earlier in your marketing career, you're probably not the one who set that vague sustainability brief. But you might be the one who has to do something with it. And knowing how to transform that brief into something executable is one of the most useful skills you can build right now.

Why sustainability stays vague — and why it matters for your career

Research published in the Harvard Business Review tracked companies that have actually succeeded in making sustainability a business driver — not just a communications exercise. The finding is striking: the ones that made it work set concrete, measurable targets. They held the same rigour they apply to revenue goals. They didn't say "be more sustainable." They said "reduce packaging waste by 30% by 2027" or "reach 100% renewable energy in our media buying by 2025."

That specificity changes everything. A vague sustainability goal is easy to report on (anything counts as progress). A specific goal is harder to hide from. It forces decisions. It forces trade-offs. It forces real strategy.

This matters for your career because the marketers who learn to ask for that specificity early — who can look at a vague sustainability brief and turn it into a structured goal — become the people leadership relies on when strategy needs to get done.

This is one of the places where a structured approach to marketing strategy genuinely helps. The Marketing Canvas Method (MCM) is a 6-step framework that starts not with "what should we do?" but with "what are we trying to achieve, who are we trying to achieve it for, and what is currently getting in our way?" Step 2 of that method is specifically about goal-setting — and it can absorb Planet and People goals alongside Profit, provided you make them specific enough to act on.

Here are three habits that will help you do that.

Habit 1 — Ask for the number

Try this in your next sustainability meeting: When someone says "we should be more sustainable," ask: "What does success look like in 12 months, in a number?"

It feels like a simple question. It isn't. Most teams have never answered it. And the silence that follows it is exactly the gap you're trying to close.

The number doesn't have to be perfect. "Reduce the carbon footprint of our paid media by 20%" is a starting point, not a final commitment. What it does is give the team something to work backward from. It turns a value into a goal.

If the room struggles, offer some scaffolding: Is the goal about energy (how we run our campaigns)? Resources (how we produce our assets)? Waste (what we generate in events or packaging)? Employees (how our marketing culture supports the people doing the work)? Fair trade and supply chain (who we partner with)? Community impact (what our activity does in the places we operate)?

You don't need all of these. You need one — and a number.

What the MCM calls Step 2 (Revenue Ambition and Goal Setting) is the moment where you define what success looks like before you start diagnosing what's broken. The method works for commercial goals. It works equally well for sustainability goals. The discipline is the same: no goal, no strategy. A vague direction is not a goal.

Habit 2 — Run the same diagnostic you'd run for any commercial dimension

Once you have a number — say, reducing the carbon footprint of your paid media by 20% — the next question is: which parts of your current marketing are helping you get there, and which are getting in the way?

Try this in your next content review or channel planning session: For each major activity, ask: "Is this a brake or an accelerator on our sustainability goal?"

Your influencer partnership — is the way it's structured helping or hurting that CO2 target? Your event calendar — is the production approach getting you closer or further? Your paid media mix — does the platform choice matter to that goal?

This is not about guilt. It's about diagnosis. And it's the same logic you'd apply to any other strategic problem: figure out what's working, figure out what's getting in the way, and focus your energy on the things that move the gap.

What the MCM calls Step 3 (The Vital Audit) is exactly this — scoring each dimension of your marketing against the goals you've set. The sustainability version applies the same questions: Is our content approach an accelerator or a brake on what we said we want to achieve? Is our pricing strategy reinforcing our sustainability positioning or contradicting it?

Most sustainability conversations in marketing teams never reach this level of specificity. If you bring it there, you are adding something real.

Habit 3 — Name the one brake that matters most

Here is where most sustainability plans stall. The diagnostic produces a list of things that need to change. The team tries to fix all of them simultaneously. Nothing gets done well.

Try this after any sustainability diagnostic: Look at the list of brakes — the things currently working against your goal — and ask: "Which one, if we fixed it, would move us furthest toward the number?"

One. Not five. One.

This is harder than it sounds, because fixing everything feels more responsible than choosing. But choosing is the strategy. Spreading effort across too many initiatives is how good intentions produce no measurable change.

What the MCM calls the Vital 8 is the set of eight marketing dimensions that matter most for a company's particular strategic position. The same principle applies to sustainability: not everything is equally important. The brake that matters is the one closest to the goal you've set and the customers you serve.

What the best companies show

Patagonia shows that when Planet is a real goal with real metrics, it reshapes every other decision — product design, channel choices, pricing, how campaigns are built. The goal comes first. Everything else follows.

Interface shows that a concrete sustainability target, held over decades, creates marketing clarity rather than constraint. Their Mission Zero commitment — zero environmental impact by 2020, set in 1994 — turned into a 25-year stream of specific, executable initiatives. The specificity was the strategy.

Unilever shows what happens when sustainability goals stay broad. The Sustainable Living Plan was genuine in intent but wide in scope. The teams that made progress were the ones who translated broad commitments into specific, measurable targets for their particular category. The ones that didn't translate stayed in announcement mode.

The pattern across all three: the specificity of the goal determines the quality of the strategy that follows.

What this habit does for your career

There are two types of marketers in the room when a sustainability brief lands.

The first type writes it down and waits to be told what to do with it.

The second type asks: "What does success look like in a number? What in our current marketing is getting in the way? And which one thing should we fix first?"

That second marketer is not the most senior person in the room. They're just the one who has learned to ask the question that moves a direction into a strategy.

That is the transition from executor to trusted advisor. It doesn't happen in one meeting. But it starts with a habit. And this one is worth building early.

What to do next

If you want to map your company's current marketing position — including where sustainability fits — the Quick Assessment at laurentbouty.com/quick-assessment takes 10 minutes and gives you a structured starting point. Free.

If you want the full framework — all 6 steps, 24 dimensions, and 9 strategic archetypes with worked examples — the book is at laurentbouty.com/book.

For a deeper analytical take on sustainability and the MCM scoring system, read laurentbouty.com/blog/hbr-sustainability-marketing-strategy-mcm-compass

The Marketing Canvas Method (MCM) is a 6-step strategic framework for diagnosing, prioritising, and strengthening marketing strategy. It uses 24 dimensions, 9 strategic archetypes, and a shared scoring system to connect diagnosis to decision to action. Learn more at marketingcanvas.net.

Sustainability framework references: Visnjic, Monteiro & Tushman (HBR, 2025); Giola, L. (2023), Solvay Brussels School / ULB.

Everyone in Your Marketing Meeting Thinks Their Project Is a Must-Have. Here's How to Prove What Actually Is.

You have probably been in that meeting.

Someone presents a list of twelve marketing initiatives. All of them are "priorities." The discussion goes in circles. Everybody defends their project. Nobody wants to cut anything. You leave with a longer list than you arrived with, a vague sense that everything is equally urgent, and zero clarity on what to actually do next Monday.

This is not a people problem. It is a prioritisation problem. And most marketing teams do not have a system that resolves it — so they default to the highest-paid opinion in the room, the most recently launched competitor campaign, or whichever initiative is backed by the most persistent advocate.

There is a better way. Two of them, actually. One has been around since the 1990s. The other makes it evidence-based.

A Tool Most Marketers Know but Few Use Properly

The MoSCoW method is a prioritisation framework originally developed for software project management, adapted by Bill Hartman for creative and marketing contexts. The name is an acronym for four categories:

• M — Must Have

• S — Should Have

• C — Could Have

• W — Won't Have (this time)

The point of using MoSCoW over a simple "high / medium / low" rating is that each category has a specific definition — it describes the consequence of not delivering that initiative, not just how much you want it.

Here is what each category actually means in practice.

Must Have is anything without which the plan fails. Not "it would be better with this." Not "this is important." If this initiative is not delivered, you cannot achieve your goal. The question to test it: "What happens if we skip this entirely?" If the answer is "we cancel the project," it is a Must Have. If there is a workaround — even a painful one — it probably is not.

Should Have is important but not critical. The plan works without it, but it works worse. There may be extra effort, manual workarounds, or reduced effectiveness. A useful test: "How much pain does leaving this out cause, and to how many people?" The more pain, the closer to Must Have.

Could Have is wanted but lower-impact. Nice to do if time and budget allow. If it gets cut, the plan still delivers well. These are the initiatives that get sacrificed first when reality hits.

Won't Have this time is not a rejection — it is a documented decision. Writing something down as Won't Have protects it from being reintroduced through the back door three months later. It manages expectations while keeping the idea alive for a future cycle.

The reason MoSCoW works better than a simple priority ranking is that it forces you to think about consequences, not just preferences. "High priority" means nothing without a definition. "Must Have or the project fails" means something specific.

The Problem MoSCoW Still Has

MoSCoW is a significant improvement over ad hoc prioritisation. But it has one structural weakness that shows up every time you try to use it in a real marketing team.

The Must Have category inflates.

Everyone thinks their project is a Must Have. Marketing thinks the brand campaign is non-negotiable. Product thinks the feature launch is critical. Sales thinks the lead generation programme cannot wait. Digital thinks the website redesign has been delayed long enough. By the time you have gone around the room, half the list is Must Have and nothing has been cut.

This happens because MoSCoW is intuition-based. The categories are defined clearly, but the assignments are still made by opinion. And when opinions conflict, the discussion becomes political rather than analytical.

The Marketing Canvas Method — a 6-step strategic framework built around 24 strategic dimensions — solves this by replacing opinion with evidence.

How MCM Makes Prioritisation Evidence-Based

In the MCM framework, Step 4 (the Strategic Action Engine) is where initiatives are selected and prioritised. But before Step 4 starts, Step 3 has already done something that most teams skip entirely: it has scored the company's strategic dimensions against evidence.

The scoring scale runs from −3 to +3, with no zero permitted. You cannot choose the safe middle. You have to take a position based on actual evidence — customer data, NPS scores, churn rates, competitive analysis, sales conversion rates, whatever is available. The score reflects reality, not aspiration.

Each dimension gets a role in the framework depending on which archetype — which specific strategic position — your company is in. The eight most critical dimensions for your archetype form what the MCM calls the Vital 8. Within those eight, the roles are:

• Fatal Brakes — if these score below target, your strategy cannot work. Fix them first, before anything else.

• Primary Accelerators — once Fatal Brakes are resolved, these drive the majority of your growth.

• Secondary Brakes — friction points that slow progress. Important but not critical.

• Secondary Accelerators — amplifiers that can boost results once the foundations are solid.

Now notice what this produces for prioritisation.

Fatal Brakes scoring below target = Must Have. Not because someone in the room decided it was important — because the evidence says that without fixing this dimension, the strategy cannot achieve its goal. The score makes the decision. The discussion is over.

Primary Accelerators below target = Should Have. Important, strategic, and sequenced — but only after Fatal Brakes are resolved. You do not accelerate on a broken foundation.

Secondary Accelerators below target = Could Have. Valuable when resources permit. Not urgent. Not blocking.

Everything outside the Vital 8 for this cycle = Won't Have this time. Not because it is unimportant — because the MCM's design deliberately limits the scope of each cycle. You score 24 dimensions but act on the 8 that matter most for your current archetype and goal. The other 16 are documented and deferred.

What This Looks Like in the Meeting That Actually Matters

Imagine you are in that planning meeting. Instead of asking the room "what are our priorities?", you start by sharing three scores from a recent Step 3 audit:

• Dimension 420 (Experience) — the quality of what customers feel at every touchpoint — scored −1. It is a Fatal Brake for your archetype. Below target.

• Dimension 110 (Segments/JTBD) — how clearly you understand what your customers are actually trying to achieve — scored +1. Below the +2 target. A Primary Accelerator.

• Dimension 520 (Stories) — your content strategy — scored +2. At target. Protected, not a priority this cycle.

The meeting now has a different structure. Instead of debating which project is most important, you are asking: "Which of our proposed initiatives addresses the −1 on Experience?" That question has a clear, evaluable answer. The projects that address it are Must Have. The projects that do not are in a different category — even if someone in the room is very enthusiastic about them.

The Frankenstein problem — a mix of everything, most probably ugly and not answering to the core needs of the customer — is exactly what happens when every initiative is treated as equal. The MCM prevents this not by asking people to be more disciplined (they will not be), but by giving them a system that makes the right priority obvious from the evidence.

Three Habits to Start This Week

You do not need to run a full MCM process to start applying this thinking.

1. In your next prioritisation discussion, ask for the consequence test. For every initiative presented as "must have" or "high priority," ask: "What happens if we skip this entirely?" If the answer is "we find a workaround," it is not a Must Have. This single question, applied consistently, will cut your priority list in half.

2. Separate what you want from what the data shows. The next time your team debates a priority, try asking: "What evidence do we have that this is the most urgent thing?" Not intuition, not competitor benchmarking, not the boss's preference. What does the NPS data say? What do the churn patterns show? What did the last customer research reveal? The answer — or the absence of one — tells you whether this is a real priority or a preferred project.

3. Start using "Won't Have this time" as a legitimate category. Most teams either cut initiatives entirely or leave them on the list as vague aspirations. Write a Won't Have list. Give it the same documentation as the Must Have list. This protects the discarded ideas from reappearing two months later and makes it easier to say no in the moment without closing the door permanently.

The Upgrade in One Sentence

MoSCoW gives you better language for priorities. The Marketing Canvas Method gives you evidence to back them up.

If you want to see how your company's initiatives map to a scored priority framework — and which of your dimensions are below target — the Quick Assessment at laurentbouty.com/quick-assessment runs the logic in ten minutes. It will not tell you what to prioritise. It will give you the evidence to decide.

The Marketing Canvas Method is a 6-step strategic marketing framework built for entrepreneurs and marketing leaders who need to turn strategy into action. Learn more at laurentbouty.com.

Your Company Is Measuring Customer Experience at the Wrong Moment

Think about the last time you had a genuinely good experience with a brand.

Not a smooth checkout. Not a fast delivery. Not a discount code that arrived at the right time. A good experience — the kind where you thought "this company actually gets me."

Now think about what made it feel that way. Chances are it was not a single touchpoint. It was something more diffuse: the sense that across multiple moments — before you bought, during the purchase, after it — the brand understood something real about you. Not just what you wanted to buy. Something about your life.

That is the experience most marketing teams are not building. And understanding why — and what to do about it — is one of the most useful career moves you can make as an earlier-career marketer.

The Problem With "Customer" Experience

Here is a structural problem that most marketing conversations skip over.

When your company talks about customer experience, it is almost certainly measuring the customer part of that phrase — the moments when someone is actively in a buying relationship with your brand. The checkout flow. The onboarding. The support ticket. The renewal email.

These things matter. But they are a small fraction of the time your customer actually spends thinking about the category your brand operates in. Most of that time, they are not a customer. They are a person with a life — a life your brand may or may not fit into meaningfully.

The reason this distinction matters for your career: the campaigns you run, the content you create, the journeys you design — all of them are aimed at moments when someone is in the purchase process. But the customer's relationship with your brand exists continuously, in the background of their life. What you build in those active moments either fits that background or it does not.

When it does not fit — when the experience is relentlessly about selling, when the messaging assumes the customer has no life outside the purchase — people install adblockers. They disengage. They tell others about the disappointment. Not because your campaign was badly executed, but because it was aimed at the wrong version of the person.

What the Job-to-be-Done Actually Is

The Marketing Canvas Method starts every strategic analysis at Step 0 by asking one question about the customer segment you are building for: what is their Job-to-be-Done — what MCM calls Dimension 110 (JTBD)?

The JTBD is not "buy your product." Nobody's job is to buy a product. The job is whatever the customer is trying to accomplish in their life — and the product is one potential means to that end.

A customer buying running shoes is not trying to buy shoes. They might be trying to feel physically capable again after a difficult period. Or trying to build a morning routine that makes the rest of the day manageable. Or trying to belong to the kind of person who runs. The product is the same in each case. The job is completely different. And the experience that serves one job will fail another.

A bad Dimension 110 score — which shows up when a team cannot describe the customer's job in the customer's own language — almost always produces the same downstream problem: an experience that is well-executed at the transactional level and completely disconnected from what the customer actually cares about.

In your next meeting, try asking: "What is the customer trying to accomplish when they come to us — not just at the moment of purchase, but in their life more broadly?" The answer is often different from what the marketing team assumes. And that gap is where experience problems begin.

Why Experience Breaks at the Seams

Dimension 420 (Experience) is one of the MCM's most frequently critical dimensions. It measures the quality and consistency of what a customer encounters across every touchpoint — not just the purchase moment, but before and after it.

It is a Fatal Brake — the highest-urgency scoring category — for three different strategic archetypes. That means: if your company's experience is below target, your strategy cannot work, regardless of how good your product is or how well your campaigns are performing.

The word that matters most in the Experience dimension is consistent. Not brilliant. Consistent.

A single brilliant experience surrounded by mediocre ones creates more frustration than consistent adequacy. The customer remembers the gap between the peak and the norm. Experience design is less about creating memorable highs than eliminating unexpected lows.

This is why experience so often breaks at the seams between departments. Marketing owns the campaign. Product owns the onboarding. Customer service owns the complaint. Finance owns the invoice. Nobody owns the moment when all four of those intersect in a single customer's week. That unowned gap is where the "whole person" falls through.

The practical question for you: can you name one moment in your customer's journey that your team does not own, does not design, and does not measure? That moment is almost certainly where the experience score drops. And it is almost certainly a moment the customer remembers.

The Three Dimensions Behind "Human" Experience

The shift from "customer experience" to what the original framing called "human experience" — understanding the whole person, not just the buyer — maps directly to three MCM dimensions that most marketing teams underinvest in.

Dimension 120 (Aspirations) asks: what does the customer want to become? Not what they want to buy — who they want to be. A fitness brand that understands its customer wants to feel capable and in control will create different experiences than one that understands only that the customer wants to lose weight. Same product. Completely different strategic logic.

Dimension 140 (Engagement) measures the depth and quality of the relationship between the customer and the brand — not satisfaction, which can be high while engagement is near zero, but genuine connection. A customer who is satisfied and disengaged is a churn risk. A customer who is engaged is an advocate. The difference lives in whether the brand connects with something real in the customer's life or only with their purchase intent.

Dimension 320 (Emotions) asks: how does what you deliver make the customer feel? Not what features does it have — how does it feel to use it, to be associated with it, to experience it? Most B2B teams skip this dimension assuming that rational decision-making governs everything. It does not. Every B2B buyer is a person who feels relief when a vendor delivers early and frustration when an SLA is missed. The emotional dimension is always present, whether you design it or not. Undesigned emotion is where experience fails.

These three dimensions — Aspirations, Engagement, Emotions — are not soft additions to a strategy. They are the structural layer that determines whether your experience feels transactional or genuinely human. And they connect directly back to the JTBD: the job is the desire, these dimensions are how the brand delivers on it.

What to Do With This in Your Next Role

You do not need to run a full MCM assessment to start thinking differently about customer experience. Three questions are enough to begin.

1. Ask what your customer is trying to become, not just trying to buy. In your next campaign brief, customer research session, or planning meeting, ask: "What does this customer want to be true about themselves after using our product?" If your team can answer that in the customer's own language, your experience design is probably connected to something real. If you get a product feature description instead of a life aspiration, that is the gap to close.

2. Find the unowned moment. Map your customer journey from the moment they first become aware of your brand to six months after their most recent purchase. Identify one moment — just one — that no team in your organisation owns. That is where the experience score is lowest. That is where the "human" disappears from the customer experience. That is the most useful insight you can bring to a strategy conversation.

3. Score the emotional experience honestly. Pick one touchpoint — a key email, a landing page, an onboarding flow. Ask: how does this make the customer feel? Not what information does it convey — what emotion does it produce? Now ask: is that the emotion we intended? If you cannot answer the second question, the emotional dimension of your experience is undesigned. That is worth surfacing.

The shift from measuring customer experience at the moment of sale to understanding the full human context is not a philosophy change. It is a dimension change. When teams start scoring JTBD, Aspirations, Engagement, and Emotions alongside the traditional funnel metrics, the gaps become visible. And visible gaps can be fixed.

MCM Framework Reference — Customer Experience

What the Marketing Canvas Method means by customer experience

The MCM measures customer experience through four connected dimensions. A below-target score on Experience (420) is a Fatal Brake — it blocks strategic progress regardless of other performance.

Dimension	Core question	What it measures
110 — JTBD Job-to-be-Done	What is the customer trying to accomplish?	The real job the customer hires your product to do — in their life, not just at the moment of purchase.
120 — Aspirations Who they want to become	Who does the customer want to be?	The identity the customer is building — not what they want to buy, but who they want to be.
420 — Experience Fatal Brake	What is it actually like to be your customer?	The consistency of what a customer encounters at every touchpoint — before, during, and after the purchase.
140 — Engagement Depth of relationship	How deeply connected is the customer to your brand?	Not satisfaction — which can be high while engagement is zero — but the quality and depth of the ongoing relationship.
320 — Emotions How it feels	How does your product make customers feel?	The emotional experience of using your product — designed or undesigned. Undesigned emotion is where experience fails.

Fatal Brake — Experience (420)

A below-target Experience score blocks strategic progress regardless of other performance. It is a Fatal Brake for three archetypes: A4 (Stagnant Leader), A6 (Value Harvester), and A7 (Scale-Up Guardian). In all three, experience failure is the proximate cause of churn.

Source: Marketing Canvas Method — 24 strategic dimensions across 6 meta-categories. Full dimension definitions in Marketing Strategy, Programmed (Laurent Bouty, 2026).

Score Your CX →

This article draws on the original insight from Sid McGrath, Chief Strategy Officer at Karmarama, published by Spencer Stuart.