Nouns for strategy. Verbs for execution.

♛
28.10.2025

Read Time: 12 Minutes

Hello

Why Enterprises Buy Copilot But Can’t Deploy It

Microsoft reports that 70% of Fortune 500 companies have adopted Copilot. Salesforce announced $1.2 billion in AI revenue with 6,000+ Agentforce customers. By any sales metric, these companies are winning.

So why did Salesforce CEO Marc Benioff admit in October 2025 that “the speed of innovation is far exceeding the speed of customer adoption?” Why are enterprises buying licenses but stalling in pilot phases? Why does internal Microsoft data show strong results (9.4% revenue increase per seller, 20% win rate jump) while customers struggle to scale beyond initial deployments?

Because they’re selling nouns when enterprises need verbs.

More precisely, they positioned with labels (nouns without concepts), framed generically (verbs without foundation), and delivered vague promises (execution without measurement). The result? Purchases without deployment. Licenses without adoption. Investment without return.

This isn’t just an AI problem. It’s the fundamental reason 67% of large organizations fail at execution, why companies lose 40% of strategy value to breakdowns, and why only 8% of leaders excel at both strategy and execution.

The pattern traces to a linguistic-cognitive hierarchy most companies violate: Nouns create mental territory. Verbs require proof. Confuse them, and everything breaks.

Let me show you how this works, why it matters, and how to fix it.

Part I: The Cognitive Architecture

Your brain processes nouns and verbs through entirely different systems.

Nouns activate declarative memory: the part that stores concepts, facts, and semantic knowledge. When you hear “safety,” your brain instantly accesses stable associations built over the years. This is why when someone says “cars” + “safety,” many people immediately think “Volvo.” That’s not persuasion. That’s memory architecture.

Verbs activate procedural and working memory: systems that process actions, sequences, and outcomes. These require context to mean anything. Research in cognitive linguistics confirms that verbs are significantly harder to remember than nouns because their meanings shift based on context and are more prone to being altered during paraphrasing.

Here’s why this matters for business:

Concepts (nouns) establish mental territory

Tesla owns “future”
Volvo owns “safety”
Red Bull owns “human performance”
Amazon owns “convenience”

These aren’t taglines. They’re cognitive anchors, stable mental associations that persist for decades.

Actions (verbs) require context and proof

“Identifies at-risk deals earlier” (needs: how much earlier? verified how?)
“Produces drafts faster” (needs: how much faster? quality maintained?)
“Boosts productivity” (needs: which activities? measured how?)

Without the noun layer (owned concept), your verbs are commodity features. Without the verb layer (measurable actions), your nouns are empty claims.

Most companies perfect one layer while ignoring the other. Then wonder why execution fails.

Part II: The Three Operations

Here’s where it gets practical. Every business operates across three distinct linguistic layers:

Operation 1: Position (The Concept You Own)

What it is: A noun that becomes synonymous with you in customers’ minds

Examples:

Patagonia owns “activism”
Supreme owns “authentic streetwear culture”
Liquid Death owns “irreverent hydration”

Test: If you removed your company name, would customers still associate the concept exclusively with you?

Duration: 5-10 years to establish, decades to defend

Common mistake: Companies describe what they do (product category) instead of owning a concept. “We’re a CRM” is not positioning. “We own simplicity” could be.

Operation 2: Frame (How You Articulate Ownership)

What it is: The language you use to present your positioning

Examples:

Amazon’s “convenience” (position) → “Earth’s most customer-centric company” (frame)
Patagonia’s “activism” (position) → “We’re in business to save our home planet” (frame)
Tesla’s “future” (position) → “Accelerating the world’s transition to sustainable energy” (frame)

Test: Does your articulation stem from an owned concept or just describe your product?

Duration: 3-6 months to refine

Common mistake: Companies think framing IS positioning. It’s not. Framing is how you articulate a position you already own.

Operation 3: Execute (The Outcomes You Deliver)

What it is: Measurable actions that prove your framing and reinforce your positioning

Examples:

Gong surfaces deal-risk signals that help teams improve forecast accuracy and win rates
Jasper produces drafts 2-5x faster with 80-90% relevance in initial tests
Intercom’s AI resolves up to 86% of conversations with proper integration (averaging 51% out-of-the-box)

Test: Can a CFO verify your claim within 90 days without a PhD?

Duration: 90-day validation cycles

Common mistake: Companies promise outcomes without specifying what changes, by how much, verified how.

The integration requirement: All three operations must align. Position without framing is invisible. Framing without execution is promises without proof. Execution without positioning is commodity features.

Part III: The 4-Level Canvas (Where Everything Maps)

Now here’s the framework that makes this actionable. These three operations map directly to the 4-Level Positioning Canvas:

Level 1: Claiming (Saying It)

Linguistic operation: Framing
Function: Articulate your positioning in language that resonates
Output: Positioning statements, strategic narrative, category definition
Duration: 3-6 months
Investment: Low (strategic thinking + messaging)
Barrier to copy: Weak (anyone can copy words)

Examples:

“Your AI copilot” (Microsoft)
“AI agents that work for you” (Salesforce)
“The everything store” (Amazon)

At this level, you’re claiming territory through language. But claiming isn’t owning.

Level 2: Proving It (Doing It)

Linguistic operation: Executing
Function: Deliver measurable outcomes that validate your framing
Output: Metrics, case studies, customer proof, validated ROI
Duration: 6-12 months
Investment: Medium ($1M-$10M)
Barrier to copy: Moderate (requires work and proof)

Examples:

Gong: Deal-risk identification that improves win rates
Jasper: 2-5x faster drafts, maintaining quality
Intercom: 51-86% conversation resolution, depending on deployment

At this level, you’re proving your claims through execution. This is where Microsoft and Salesforce are struggling. Enterprises buy the claim (Level 1) but can’t achieve the proof (Level 2).

Level 3: Living It (Being It Organizationally)

Linguistic operation: Structural transformation
Function: Embed positioning into organizational DNA
Output: Resource allocation (70% to positioning-critical capabilities), process redesign, cultural alignment
Duration: 12-24 months
Investment: High ($10M-$100M+)
Barrier to copy: Hard (expensive and complex)

Examples:

Amazon’s fulfillment network for “convenience”
Apple’s vertical integration for “integrated innovation”
Tesla’s Gigafactories for a “sustainable future”

At this level, your positioning becomes structural. Competitors would have to rebuild their entire operation to match you.

Level 4: Owning It (Being It Perceptually)

Linguistic operation: Concept ownership (the actual noun)
Function: The concept becomes synonymous with you in customers’ minds
Output: Mental monopoly, perceptual inevitability, category leadership
Duration: 24-48 months to reach, decades to maintain
Investment: Existential (fundamental business model)
Barrier to copy: Nearly impossible

Examples:

Volvo = safety
Tesla = future
Red Bull = human performance

At this level, you’ve achieved what I call a “perceptual monopoly.” You don’t compete in the category, you define it.

The critical insight: Most companies operate only at Level 1 (claiming through framing) and wonder why they can’t reach Level 4 (owning the concept). You can’t skip levels. Each builds on the previous.

Part IV: The Revelation (What 99% Get Wrong)

Here’s what took me years to understand, and what transforms how you think about strategy:

What most people call “positioning” is actually framing.

When April Dunford asks, “How is your product uniquely the best at delivering something valuable to a well-defined market?” she’s teaching brilliant framing. But she’s assuming you already own something.

When Ogilvy defines positioning as “what a product does and who it’s for,” that’s framing.

When people answer “What is it? Who’s it for? How’s it different?” that’s framing.

They’re all solving for articulation (how to present), not ownership (what concept to own).

The tell? Every definition starts with “your product” or “your offering.” That’s inside-out thinking. Working from what you have toward how to describe it.

True positioning works outside-in: You map mental territory to find what concepts are owned, contested, or vacant. Then you claim one. Then you build everything to prove it.

Consider the difference:

Framing approach:

Start with your product
Describe its features and benefits
Differentiate from competitors
Target a specific market
Craft compelling messages

Positioning approach:

Map existing mental territory (what concepts are owned?)
Identify vacant or contested concepts
Select one concept to own
Build organizational capability to prove ownership
Frame your articulation of that ownership
Execute to demonstrate it

One starts with what you have. One starts with what’s available to own.

This is why companies spend months perfecting value propositions (framing) without ever claiming mental territory (positioning). They’re decorating a house they don’t own.

Part V: Where Microsoft and Salesforce Went Wrong

Let’s return to our opening puzzle with new clarity:

What Microsoft Did:

Level 1 (Claiming/Framing): “Your AI copilot that works alongside you”
Level 2 (Proving/Executing): Vague productivity promises, unclear metrics
Level 3 (Living): Didn’t reach, customers stuck in pilots
Level 4 (Owning): No owned concept

What’s missing: A concept to own. “Copilot” is a label, not a concept. It’s also generic. Google, OpenAI, and dozens of startups use identical framing.

What Salesforce Did:

Level 1 (Claiming/Framing): “AI agents that work on behalf of you”
Level 2 (Proving/Executing): Customer adoption lagging (CEO admits innovation exceeding adoption)
Level 3 (Living): Early stage, integration challenges
Level 4 (Owning): No owned concept

What’s missing: Same problem. “Agent” is a commodity term. No mental territory claimed.

Compare to Historical Salesforce:

When Salesforce launched in 1999, here’s what they did right:

Level 4 (Position): Owned “cloud software” as a concept
Level 1 (Frame): “The End of Software” (famous campaign with staged protest)
Level 2 (Execute): Browser-based CRM, no installation, instant setup
Level 3 (Live): Multi-tenant architecture, subscription model, API-first platform

They positioned (owned “no software”), framed provocatively, executed distinctly, and lived it structurally. The result? Category creation and dominance.

With Agentforce, they framed without positioning. Generic label, unclear concept, weak execution proof.

Compare to Winners:

Gong:

Level 4 (Position): Owns “revenue intelligence”
Level 1 (Frame): “Turn conversations into revenue”
Level 2 (Execute): Deal-risk identification, improved win rates
Level 3 (Live): Purpose-built for revenue teams, conversation-first platform

All four levels aligned.

Intercom:

Level 4 (Position): Owns “conversational support”
Level 1 (Frame): “AI-first customer service”
Level 2 (Execute): 51-86% conversation resolution depending on setup
Level 3 (Live): Messenger-first architecture, AI-native platform

Clear hierarchy from concept to execution.

The pattern: Winners own concepts (Level 4), then frame them (Level 1), prove them (Level 2), and live them (Level 3). Losers perfect framing without owning concepts, then wonder why execution fails.

Part VI: The Enterprise Buying Reality

Let’s ground this in data from B2B buying behaviour research:

The Subconscious Layer (Level 4: Positioning)

95% of purchase decisions stem from subconscious mental processes
90% of deals won by vendors from the buyer’s initial consideration set
86% of enterprise buyers shortlist only products they’ve heard of before research begins
73% rank word-of-mouth as the most trusted source

This is the positioning layer. You can’t execute your way into consideration. You can’t frame yourself into trust. Mental territory must already exist.

The Conscious Layer (Levels 1-2: Framing + Execution)

65% cite price/ROI as the most influential final decision factor
57% expect positive ROI within 3 months (G2, 2024)
81% express dissatisfaction with chosen providers (execution failed to match framing)
Average 3.1 to 4.6 distinct stakeholder groups involved

This reveals the paradox: Positioning gets you considered (subconscious). Framing gets you understood (conscious articulation). Execution gets you purchased and retained (conscious justification + proof).

Miss any layer, lose the deal.

Why Microsoft/Salesforce Face Adoption Friction:

They passed the consideration test (Level 4: strong brand equity from prior positioning). They passed the articulation test (Level 1: clear framing of “copilot” and “agents”).

They’re failing the proof test (Level 2: customers can’t achieve claimed outcomes) and the embodiment test (Level 3: organizational challenges prevent scale).

The gap isn’t sales. Its execution. And execution fails because the linguistic-cognitive hierarchy was violated.

Part VII: The Integration Protocol

Here’s how to do this right:

Step 1: Position First (Level 4 → Own the Concept)

Before anything else, answer: What concept will we own?

Map mental territory:

What concepts are already owned in your category?
What concepts are contested (everyone claims, no one owns)?
What concepts are vacant (valuable but unclaimed)?

Selection criteria:

Relevance: Does the audience care deeply about this concept?
Differentiation: Can we credibly claim this when competitors can’t?
Defensibility: Can we sustain ownership as we grow?
Alignment: Does this match our actual capabilities?

Examples:

Volvo selected “safety” in the 1950s and spent decades proving it through three-point seatbelts, side-impact protection, and continuous innovation
Red Bull selected “human performance” and proved it through extreme sports sponsorships, athlete programs, and the famous Stratos space jump

Step 2: Frame Your Ownership (Level 1 → Articulate the Concept)

Once you own a concept, articulate it clearly:

Answer:

What is it? (in relation to your positioning)
Who’s it for? (those who value your concept)
Why is it different? (because you own X concept)

Example:

Position: “Simplicity”
Frame: “CRM that works like your brain, not a database”
Target: “Sales teams drowning in complex enterprise software”

Step 3: Execute for Proof (Level 2 → Deliver Measurable Outcomes)

Now specify what changes, by how much, and verified how:

Format: “[Action] [measured outcome] [timeframe] [verification method]”

Examples:

“30-minute setup with 90% user adoption in first month vs. 30% industry average”
“Reduces project completion time by 32%, verified through customer time-tracking data”
“Surfaces deal risks with deal warnings that help teams improve forecast accuracy”

The five-question test:

What specific action does this enable?
What baseline are we comparing against?
What’s our measured improvement?
How will customers verify this?
What’s the timeline to value?

Can’t answer all five? Not ready to ship.

Step 4: Live It Organizationally (Level 3 → Embed Structurally)

Finally, align your entire operation:

Resource allocation:

70% of budget to positioning-critical capabilities
20% to supporting operations
10% to experiments that could deepen positioning

Organizational design:

Structure reinforces positioning
Hiring profiles favour people who embody the concept
Incentives reward behaviour that strengthens the position

Process design:

Every decision filtered through: “Does this prove our position?”
Systems make positioning-aligned behaviour easier than alternatives
Measurement tracks positioning strength, not just revenue

Examples:

Amazon’s one-click ordering, Prime delivery, and AWS infrastructure all prove “convenience”
Apple’s chip design, retail stores, and OS integration all prove “integrated innovation”
Tesla’s Supercharger network, over-the-air updates, and direct sales all prove “future”

Part VIII: Your Diagnostic

Audit where you are right now:

Question 1: Do You Have Positioning?

Remove your company name. What concept do customers associate with you alone?

If the answer is a product category (“CRM,” “analytics platform”) → No positioning
If the answer is a competitor comparison (“like Salesforce but easier”) → No positioning
If the answer is an adjective (“innovative,” “trusted,” “fast”) → No positioning
If the answer is a noun that’s uniquely yours (“safety,” “simplicity,” “future”) → You have positioning

Question 2: Is Your Framing Clear?

Can you articulate what you are, who it’s for, and why it’s different in one sentence?

Does that articulation stem from an owned concept or just describe your product?

If it describes features → Framing without foundation
If it stems from a concept you own → Framing aligned with positioning

Question 3: Can You Execute?

Name three specific KPIs you move, with baseline vs. your performance, verified by customers within 90 days.

If you can’t name specific metrics → No execution proof
If metrics are vague (“boosts productivity”) → Weak execution
If metrics are specific, verified, and tied to timeframes → Strong execution

Question 4: Do You Live It?

Does your organizational structure, resource allocation, and decision-making all reinforce your positioning?

If positioning is a marketing exercise → Not living it
If positioning shapes some decisions → Partially living it
If positioning determines 70%+ of resource allocation → Living it

Prescription by Scenario:

Scenario A: No positioning, good framing, unclear execution
(This is where most “well-positioned” companies actually are)

Fix:

Pause all framing work for 30 days
Map mental territory — what concepts are owned, contested, vacant?
Select one concept and get leadership commitment
Rebuild framing to articulate that ownership
Define execution metrics that prove the position

Timeline: 6-12 months
Risk: High (requires strategic pivot)

Scenario B: Good positioning, weak framing, weak execution
(This is visionary founders without operational discipline)

Fix:

Your positioning is right — protect it fiercely
Hire for articulation (someone who can frame your vision)
Hire for execution (someone who can operationalize it)
Create integration rituals (every decision filtered through positioning)

Timeline: 12-18 months
Risk: High (requires admitting you can’t do everything)

Scenario C: All four levels strong
(You’re Amazon, Tesla, or Stripe)

Fix:

Enter adjacent categories using the same positioning
Deepen execution to make the position structurally inevitable
Build next-gen capabilities competitors can’t match
Defend your mental territory aggressively

Timeline: 24-48 months
Risk: Complacency or overextension

Conclusion: The Linguistic Hierarchy That Changes Everything

The reason Microsoft and Salesforce face adoption friction despite massive sales isn’t because their technology is bad. It’s because they violated the linguistic-cognitive hierarchy.

They framed without positioning (no concept owned). They promised execution without proof (vague outcomes). They perfected Level 1 (articulation) while ignoring Level 4 (concept ownership) and stumbling at Level 2 (measurable proof).

The rest of us make the same mistake. We perfect value propositions (framing) without claiming mental territory (positioning). We describe what we do without specifying measurable outcomes (execution). We articulate ourselves beautifully without owning anything.

The four-level hierarchy is not optional:

Level 4: Position = Own a concept in minds (the noun)
Duration: Years to establish
Measurement: Mental availability, pricing power

Level 1: Frame = Articulate that ownership (saying verb)
Duration: Months to refine
Measurement: Message clarity, differentiation

Level 2: Execute = Prove it with measurable outcomes (doing verb)
Duration: 90-day cycles
Measurement: KPIs, ROI, time-to-value

Level 3: Live = Embed it structurally (being verb)
Duration: 12-24 months
Measurement: Resource alignment, organizational gravity

Skip Level 4 (positioning) → Your framing is noise without foundation
Skip Level 1 (framing) → Your positioning stays invisible
Skip Level 2 (execution) → Your framing is promises without proof
Skip Level 3 (living it) → Your execution can’t scale

The companies winning aren’t smarter. They understand the linguistic architecture of how humans process concepts (nouns) versus actions (verbs), and how both must align from strategy through execution.

Nouns establish mental territory. Verbs prove and articulate it. Confuse them, and everything breaks.

Position with nouns. Frame and execute with verbs, in that order.

Everything else is decoration on a house you don’t own.

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Nouns for strategy. Verbs for execution.