Read the job description closely and you can call the outcome before the role is even filled.

It asks for someone to build scalable growth infrastructure in HubSpot: automation, lead scoring, routing, reporting. Two sentences later it asks that same person to launch campaigns, generate qualified pipeline, and own a number. Build the engine and drive the car, at the same time, as the company’s first dedicated growth hire, with nothing waiting on day one but a login and a quota.

I have watched this play out enough times to know the shape of month three. The hire is still inside HubSpot, wiring lifecycle stages and arguing with Sales about what counts as a qualified lead. There is no pipeline yet, because there is no system yet. Leadership starts to wonder, quietly, whether they hired the wrong person.

They didn’t. They sequenced wrong. And that mistake has a name: time to pipeline.

Subscribe now

The real cost is time to pipeline

When one person has to build the system and produce pipeline from it, those two jobs don’t run in parallel. They run in sequence. A demand gen hire takes three to six months to reach full productivity even on a clean runway. Hand them an empty one and the clock starts later still, because before they can run anything they have to build the thing that makes running possible: an ICP that Sales and marketing actually share, a CRM with working lifecycle stages and routing that fires, an agreed definition of a qualified lead, and enough attribution to tell which channels work.

None of that is optional and none of it is fast. So your real time to first meaningful pipeline is not the ninety days the board is picturing. It is two quarters, sometimes three, with a full senior salary running the whole time. That is the problem. Not the person, not the JD. The calendar.

And to be fair to the JD: a great first hire should be a builder. Anyone who hires a pure runner expecting a finished machine deserves the result. The mistake isn’t asking someone to build. It’s asking them to build the foundation and hit a pipeline number on the same clock, then starting that clock the day they walk in to bare ground.

How the BOT model fixes it

The fix is both cheaper and faster than the path almost everyone defaults to: build the system in the background, in parallel with the search, before the hire ever signs.

That is what build, operate, transfer does. The foundation gets stood up while you recruit, on a parallel track, so the two clocks run at once instead of back to back. The system is operated until it is genuinely producing, not until a deck says it should be. Real campaigns, real routing, real pipeline, proven against your numbers. By the time your hire signs, the growth machine is already running.

That collapses time to pipeline from two or three quarters down to roughly day one. And it costs less, because you are not paying a senior full-time salary to do months of setup, and you are not financing a ramp before anything produces.

The leverage is in the overlap. A transfer is not a template dropped on your doorstep. The build runs alongside your new hire at handoff, tuned to your business: your ICP, your sales motion, the way your buyers actually move. They do not inherit a generic engine to reverse-engineer. They inherit a working system already optimized for you, with the reasoning behind every decision handed over alongside the system itself. The artifact transfers, and so does the thinking.

Then it transfers out, on a fixed date agreed up front, and that is the part that protects the leader buying it. A function builder who stays indefinitely is structurally motivated to keep you dependent, because the longer the engagement runs the more it bills. A transfer date inverts that incentive completely. When the deal is build it, prove it, and hand it over on a date, the build only succeeds if the team can run it without help. The exit is not the catch. The exit is the proof.

That is the model end to end, and it is the bridge between bare-bones, founder-led marketing and an actual growth machine: built while you hire the people who will own it, optimized for your business at the handoff, and transferred the moment it works.

The tell, one more time

The companies that win at demand gen did not hire better people. They started their hire on running ground instead of bare ground.

So before you approve that growth marketing req, read it the way your candidate will read it in month three. If it says build and run, you are asking someone to architect a house while they sell it. People survive that. It just costs you two quarters, and often the person.

One question to sit with. If your demand gen hire started Monday, would they spend their first two weeks building the system or running it? If the honest answer is building, there is a faster way to the same place, and it starts before the offer ever goes out.

Subscribe now

The incentive structure of fractional work creates real short-term pressure. A fractional CMO is paid monthly. They are hired to solve a specific problem. They are measured by visible deliverables, not by whether the strategy compounds over three years. When the engagement ends, they leave before the marketing flywheel has time to prove anything.

That mechanism is real. It does produce behavior optimized for quick wins. Jon Miller — co-founder of Marketo, one of the architects of modern B2B demand gen — is right about the mechanism.

The problem he is describing is not a fractional CMO problem. It is a thinking problem. And the thinking problem is just as common in the full-time version.

The average full-time CMO tenure at Fortune 500 companies is 4.3 years, per Spencer Stuart. The average time to meaningful brand compound is longer than that. The full-time CMO who runs borrowed playbooks for four years and then moves on has produced the same short-termism, just with a different org chart.

Short-termism does not come from the staffing model. It comes from what happens inside the model. From treating last quarter’s campaign as this quarter’s strategy. From running the same lead scoring approach because everyone else runs it. From optimizing the funnel for the buyer your analytics described instead of the buyer who actually exists.

Jon Miller built Marketo on a real insight: that B2B buyers do not make decisions the way the industry assumed. That was first principles thinking. The problem is not that he was wrong. The problem is that when Marketo became a best practice, ten thousand marketers copied the form of what he built without copying the thinking underneath it. The form has a shelf life. The thinking compounds.

That is where short-termism actually comes from. Not from the org chart.

If you pulled out your current marketing strategy and asked “how much of this did we reason from first principles, and how much did we adopt because someone credible was doing it” — what would the ratio look like?

Most honest answers land somewhere between 20/80 and 40/60 in favor of borrowed.

Best practices fill that vacuum because they are already packaged, already credible, already ready to present. When a quarter needs defending, the first thing that gets cut is the time to ask whether the underlying assumptions are still true.

The fractional CMO is an easy target because the model is visible and the tenure is short. But the full-time leader who runs borrowed playbooks for four years before moving on has produced the same outcome at greater expense.

The issue was never fractional vs. full-time. The issue is whether whoever is running marketing is reasoning from first principles or running the play they got from a conference in 2022.

Those are different problems. Only one of them gets fixed by changing the staffing model.

The Cold Take is a newsletter about what is actually underneath the assumptions that run B2B marketing. Not best practices. The first principles the tactics are supposed to be built on.

Forward this to whoever just hired a fractional CMO to fix their pipeline

.

We came from completely different worlds. I grew up in Clifton Heights, Pennsylvania, a blue collar town outside Philadelphia where people worked with their hands and didn’t spend a lot of time in the kinds of rooms Mr. Berman moved through. He was the founder of Palisade Capital. We met by chance, which is either the whole story or no part of it, depending on how you think about luck.

He took a liking to me. I couldn’t tell you exactly why. At some point he handed me the keys to his Ferrari and let me drive it.

I always called him Mr. Berman. He called me Billy, the only person outside my family who ever did. I never asked him to stop.

He had a thing he’d say: “Luck is at the intersection of opportunity and preparedness.”

He didn’t say it as inspiration. He said it the way you say something you’ve simply worked out, matter-of-fact, a little impatient with anyone who hadn’t gotten there yet. That’s how most of what he said landed.

I kept that relationship private for most of my career. I was never a name-dropper and I’m not starting now. I’m writing this because he’s gone, and because the thing he told me about luck is one of the most useful frameworks I’ve carried, and it belongs to him.

The standard model of luck treats it as a fixed variable. You have it or you don’t. You were born into the right situation or you weren’t. When someone succeeds, the easy explanation is that they got lucky, which is another way of saying you’ve stopped thinking about it.

Mr. Berman’s formulation does something different. Break luck into its actual parts and you find two things: opportunity and preparedness.

Opportunity isn’t entirely yours to control, but you’re not passive either. You choose which rooms you walk into. You decide where your attention goes. You can move closer to where things are happening or further away; that part is yours.

Preparedness is entirely yours. Nobody builds that for you. Nobody takes it from you.

What most people call luck is what happens when those two things arrive at the same time. Stop treating it as something that visits you. Build the half you own, and stay close to where the other half moves.

The Ferrari story matters for what it actually was. Two people from completely different places, meeting by accident, one of them choosing to extend genuine trust to the other for no obvious reason. There was nothing in it for him.

That’s what I come back to most. Not the car. The fact that he saw something and acted on it without needing a reason to.

Mr. Berman, I think about that intersection more than you know. You were already at it. You helped me find my way there.

Nobody calls me Billy anymore.

Thanks for reading. If this one resonated, pass it along.

“Directional progress.” “Leading indicators.” “Great learnings.” “Strong signal.” “Right trajectory.”

When sales says they missed the number but blames pipeline volatility, the CFO asks what closed. When marketing says it generated significant top-of-funnel signal, the room nods and moves on.

That’s the asymmetry. Marketing’s soft language survives scrutiny in a way other functions’ don’t.

I’ve spent more than 20 years watching this play out across retail, business technology, and financial services. It’s not new. It’s not anyone’s specific fault. And once you start hearing the pattern, you can’t unhear it. Let me try to explain why we got here.

Marketing metrics really are harder to nail down than sales quotas or engineering ship dates. Lead quality is subjective. Attribution is contested. Brand impact takes years to register. When the underlying measurement is this slippery, soft language is what naturally emerges. Over time, the language becomes habit. The habit becomes culture.

That’s the first piece. The second is cohort.

Most marketers shaping today’s vocabulary came up professionally in an era when “optimize the funnel” was a real discipline and “crush Q4” was a real ask. The tactics worked. Then somewhere in the 2010s, the tactics got copied widely enough that the edge faded. The playbooks that worked for the early HubSpot or Marketo era stopped paying off when everyone was running them.

Marketers in that gap had a few paths. Reinvent. Abandon. Hybridize. Or quietly develop a vocabulary that let the old playbook keep running while sounding like it was producing results. The system rewarded that last path more than the others.

Which brings me to the third piece. From what I’ve watched, marketing leaders who insisted on hard metrics got fired faster than the ones who used soft ones. The average CMO tenure is 4.1 years now, the shortest in the C-suite. There’s a survival logic to soft vocabulary. Smart people in any system optimize for the system, and this one rewarded the soft talk.

None of this is anyone’s fault. All of it is everyone’s problem.

You can see the asymmetry most clearly in the QBR itself.

Picture the same meeting with sales and marketing both presenting.

Sales VP: “We hit 87% of plan. The miss was new logos in mid-market. We need to fix outbound or accept a smaller forecast.”

That’s a person taking accountability, even with the macro caveats sales always includes.

Marketing VP, immediately after: “We had a strong quarter on top-of-funnel. MQLs are up 22%, but conversion is a leading indicator we’re still optimizing against. Significant directional progress.”

That’s the same underlying business reality, described in a way that doesn’t commit to anything.

The point isn’t that marketers are dishonest. They aren’t. They’re talking the way the system trained them to talk.

There’s another way to do this. It doesn’t start with a new playbook.

It starts with marketing using the same vocabulary as the rest of the business.

The teams I’ve watched compound over years had this in common, though I’d be cautious about turning observation into rule. When they missed, they said they missed. When they hit, they explained why with specificity. When something was working, they could trace it to revenue. When something wasn’t, they killed it.

Sounds simple. It isn’t. Most marketing departments have spent 20 years building measurement systems that make accountability optional. Changing the vocabulary is the easy part. Changing what you measure, and how, is the actual work.

There’s a framework that cuts through this. Five principles, briefly:

1. Understand how customers actually decide. Not how you assume they do.

2. See your market as a system. Feedback loops shape outcomes more than competitor lists do.

3. Connect marketing to value. If it doesn’t tie to cash flow, it isn’t yet creating value.

4. Strategy is what you choose not to do. Focus beats breadth every time.

5. Ask better questions. The quality of marketing starts with the quality of thinking.

None of these are radical. What’s interesting is how rarely they show up in a quarterly review.

A QBR that used first-principles language would sound like this:

“We invested X last quarter. Roughly 60% we can trace to revenue we expect to close in the next two quarters. The other 40% we can’t yet trace, and three specific tests are running to figure out whether it’s working. Here’s what we’re going to do about the untraced 40%.”

That’s a different conversation than “we generated significant signal across the funnel.” The first is a finance discussion. The second is a vocabulary problem.

One thing to try this week.

Open your most recent results discussion. Could be a formal QBR, a Friday team update, a board deck, an internal Slack thread. Find what summarized how marketing performed.

Read each bullet point and ask: would a salesperson, an engineer, or a CFO use this language to describe their own performance?

If the language sounds plausible coming from those mouths, your measurement culture is healthier than most. If it doesn’t, if it’s full of “signals” and “directionals” and “learnings,” that’s worth knowing. The people writing the deck aren’t doing anything wrong. The system has trained them to write it that way.

What you do about that is a longer conversation. Noticing is half the work. The other half starts with one question you should be able to answer in under ten seconds: what is the one number marketing owns this quarter that the CFO is tracking? If it takes longer than that, the vocabulary problem is the least of it.

That’s the first cold take.

The pattern, for future issues: take one widely-held assumption about marketing and look at what’s actually underneath it.

This first one’s assumption was that marketing has a unique relationship with results, and that’s just the way things are. What’s underneath: a system that trained marketers to talk softly about results, because it’s what the system rewards. The vocabulary is the visible artifact of that system. But that makes it the easiest thing to start noticing.

If you want a more concrete diagnostic of where your marketing actually stands across these five principles and a few others, there’s a free workbook at marketingsystemsguild.com.

Get the free workbook →

See you in two weeks.

— Bill

Here’s what to expect:

Every other week, one long-form essay. Each one takes a widely-held assumption about B2B marketing and looks at what’s actually underneath it. Not contrarian for sport. Considered.

What you won’t get: listicles, sponsored content, “in case you missed it” recap emails, or anyone trying to sell you anything in your inbox.

What you will get: an hour-long read, written by an operator who’s spent 20+ years inside marketing organizations watching what works and what doesn’t.

First issue is on marketing’s strange relationship with underperformance.. It’s worth thinking about why.

See you soon.

— Bill

Founder, Marketing Systems Guild

Subscribe now