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What Is the Explanation Burn?

The Explanation Burn

Definition

The Explanation Burn is a term coined by Greg Rosner at PitchKitchen for the share of a company's monthly go-to-market spend that buys explanation instead of evaluation. It never appears as a line item, because it hides inside salaries already being paid. It scales with headcount, which is why hiring into an undecided story raises the burn without raising the number of real buying decisions you get to be part of.

Coined by Greg Rosner. The long-form argument, including the At-Bat Count and the three tests you can run this week, lives at We're burning runway. Do we fix the message or keep selling the one we have?

We ran up a big one, and here's the receipt

Before I put a number on anybody else's burn, here's ours.

Between May 11 and July 9, 2026, PitchKitchen sent 578 cold emails to 326 companies. Every one of them opened by establishing who we are and why messaging is the thing eating their growth. Every one of them was orientation. Not a single one of them asked a buyer to decide anything, because none of them had earned the right to yet.

578

cold emails sent

326

companies

1

human being wrote back

Twenty-six replies came back. Twenty were bounces. Three were auto-replies. One was a postmaster report, and one came from an address with “noreply” in it.

One human being wrote back. One, out of 326 companies.

We didn't test another subject line. We shut the lane down.

Now read the shape of what we did, because it's the mechanic on this page and we walked straight into it. We sent 196 first touches. Then we added 212 follow-ups on top of them. More volume, aimed at the same undecided sentence, delivered to the same people who hadn't understood it the first time. The spend went up. The number of companies who actually evaluated us stayed flat at roughly zero.

That's an Explanation Burn near a hundred percent on a whole channel, run by a firm that sells the cure, and I ran it. If it can happen here it can happen at your company, and yours probably isn't counted yet.

We sent 578 emails to 326 companies and one human being wrote back. We didn't test another subject line. We shut the lane down.

- Greg Rosner, founder of PitchKitchen

The fundamental premise

Here's the question that turns a budget conversation into a messaging one.

Where does your money go in the first ten minutes of a sales call?

Ask a founder what they spend on go-to-market and you'll get a clean answer. Salaries, ads, tools, events, agency. Ask them what share of that spend goes to getting a stranger oriented before anybody discusses whether your thing is worth buying, and the room goes quiet, because nobody tracks it and everybody's paying it.

A buyer who arrives understanding what you do spends the meeting deciding. A buyer who arrives confused spends the first two meetings getting oriented, and orientation doesn't advance a deal. It consumes calendar you don't have.

That's the whole idea. Your reps aren't underperforming. They're doing unpaid teaching in a job you hired them to close in.

Your reps aren't underperforming. They're doing unpaid teaching in a job you hired them to close in.

- Greg Rosner, founder of PitchKitchen

Why it never shows up on a P&L

There's no line in any budget called “we spent March explaining ourselves.” That's exactly why this survives.

It surfaces somewhere else. A longer sales cycle, which gets blamed on procurement. A lower close rate, which gets blamed on the reps. A ramp time for new hires that stretches from three months to seven, which gets blamed on the hiring market. A pipeline that looks full and converts like it's empty, which gets blamed on lead quality.

Every one of those is a real, measurable, defensible problem with a stated cause that has nothing to do with your story. That's the trap. The burn arrives fully disguised as four other problems, in four different meetings, owned by four different people, so nobody in your company ever adds it up.

Cut the thinking and nothing breaks that week. That's why the thinking is what gets cut. It's the only line item that never arrived with an invoice attached.

The burn arrives fully disguised as four other problems, in four different meetings, owned by four different people, so nobody ever adds it up.

- Greg Rosner, founder of PitchKitchen

The core mechanic

Explanation is a cost of goods sold on every deal, and a decided story is the only thing that lowers it permanently.

Two things follow from that, and the second one is the one that changes what you do this quarter.

First, explanation is per-conversation and it never amortizes. Every new prospect starts at zero. Every new rep starts at zero. Every forward of your deck to somebody who wasn't on the call starts at zero. You pay the tax again, in full, every single time, forever, until the sentence changes.

Second, it scales with headcount. Hire two more reps against an undecided story and you've bought two more people to deliver the same orientation, more often, at a higher monthly number. The burn goes up. The number of real buying decisions barely moves. That's the part founders get wrong, because more coverage feels like the obvious response to a stalled pipeline, and it's the one response that makes this specific problem worse.

Then there's the clock. Divide your remaining months of cash by your sales cycle in months and you get your At-Bat Count: the number of complete buying decisions you get to be part of before the money is gone. At $5M to $75M it usually lands between two and four. Every one of those at-bats will run on the sentence you have right now.

Cut the thinking and nothing breaks that week. That's why the thinking is what gets cut.

- Greg Rosner, founder of PitchKitchen

Why this is worse in 2026 than it was three years ago

Two things moved, and they moved in opposite directions.

Deals got longer than the runway most companies count in. The Optifai Pipeline Study, which pulled stage-level CRM data from 939 B2B SaaS companies in 2026, puts the median B2B SaaS sales cycle at 84 days, with $50K to $100K deals running 60 to 90. A company with nine months of cash and a three-month cycle has three complete waves of at-bats. That's the real budget, and it isn't denominated in dollars.

Meanwhile AI took the cost of producing marketing to roughly nothing. Landing pages, sequences, decks, a quarter of blog posts before lunch. Every founder under pressure reaches for that first, because it's cheap and it feels like motion.

AI never lowered the cost of deciding what the sentence should say. That one still costs what it cost in 2019: the founder's attention, the revenue leader in the room, and the nerve to name who you're not for.

Production fell to zero. Decision stayed put. Which means the only expensive thing left in your marketing is the one thing you're thinking about skipping, and every competitor in your category got the same cheap production on the same day you did. Volume stopped being a moat the moment it became free. That's The Volume Ledger and the Explanation Burn working the same room from two sides.

There's a third reader now, and it doesn't sit through your orientation. When a buyer asks an engine what you do, the answer comes from what you published. If your public surfaces are thin or contradictory, the model fills the gap with the nearest familiar category and hands it back with a citation on it. That's the Context Vacuum, and it means the explaining now happens whether you're in the room or not. You just don't get to do it.

Production fell to zero. Decision stayed put. The only expensive thing left in your marketing is the one thing you're thinking about skipping.

- Greg Rosner, founder of PitchKitchen

What it stands on, and what's new here

The Explanation Burn is a PitchKitchen coinage. The behavior underneath it is old, well studied, and other people named the parts first. Pretending otherwise would be its own kind of burn.

The real ancestors, worth reading in full:

  • Transaction costs.Ronald Coase, “The Nature of the Firm,” Economica4(16), November 1937, and the transaction cost economics that followed from Oliver Williamson. Search and information costs are real costs, they're borne by somebody, and they don't appear as a price.
  • Cognitive ease and processing fluency. Daniel Kahneman, Thinking, Fast and Slow (Farrar, Straus and Giroux, 2011), and the fluency research from Rolf Reber and Norbert Schwarz. Things that are easy to process get judged as more true and more likable. Effort registers as doubt.
  • Positioning as context. April Dunford, Obviously Awesome (Ambient Press, 2019). Her core argument is that weak positioning forces the buyer to do the work of figuring out what you are. This page puts a monthly dollar figure on that work.
  • Category education cost. Al Ramadan, Dave Peterson, Christopher Lochhead and Kevin Maney, Play Bigger (Harper Business, 2016). Teaching a market is expensive, and category design exists partly to decide whether that bill is worth paying.
  • Customer acquisition cost. Standard SaaS finance, argued over since the early 2010s. The Explanation Burn is a slice inside CAC that CAC has never broken out.

What's added here is narrow, and it's the part that changes a decision.

First, it's a budget line, not a concept. It's a percentage of a number already in your model, which makes it arguable at a board table where “our messaging is mushy” isn't.

Second, the headcount coupling. CAC goes up or down with efficiency. This one goes up with every hire against an undecided story, which inverts the obvious fix and makes “add two reps” the wrong move at exactly the moment it feels most right.

Third, the denominator. Runway counted in at-bats instead of months, so the decision gets made against the number of chances left rather than the number of paydays left.

What I'm not claiming

Careful here, because this is where the argument usually goes bad.

The “quarter to a half of go-to-market spend” range comes from what I see on client calls. It isn't a study, there's no peer-reviewed benchmark behind it, and you should treat it as a starting hypothesis you test on your own recordings rather than a number to put in a board deck with my name on it.

I also can't tell you a messaging rebuild produces a specific lift. Anybody promising you a close-rate number from a messaging project is selling something. What I'll defend is the direction and the mechanism: orientation minutes are a real cost, they're measurable from recordings you already have, and they don't come down on their own.

CB Insights, analyzing 431 VC-backed company shutdowns in March 2026, found “ran out of capital” at the top of the list at 70%, with poor product-market fit in 43% of them. Running out of money is where it ends. It's rarely where it started. I'd add one thing their data can't separate, because post-mortems get written by the people who were inside: some meaningful share of what gets recorded as no product-market fit was a product that fit a market that never understood the description. From the outside those look identical. From the inside, one of them is fixable in seven weeks.

Who this is for

The Explanation Burn bites hardest at B2B companies between $5M and $75M in revenue, VC- or PE-backed, running deals above $25K, where the founder is still the best salesperson in the building.

The tells:

  • Your best rep is you, and the gap between you and everybody else isn't closing
  • New hires take six months to ramp, and nobody can say which month the story lands
  • Deals die in “no decision” more often than they go to a named competitor
  • Your first calls open with some version of “let me give you a little background”
  • You've been told your product is great and your website doesn't sound like it
  • The pipeline looks full and converts like it's empty

If cash is tight right now, the runway version of this decision is at We're burning runway. Do we fix the message or keep selling the one we have?. If you just raised, the money-in version is at We just raised. Do we fix the message or spend the round on demand gen?. If your instinct is that coverage would fix this, the arithmetic on that is at Should we fix our messaging or hire more salespeople when the pipeline stalls?.

How to measure your own

Three tests, all inside a week, all on data you already have.

Three tests, inside a week

1

The At-Bat Count

Remaining months of cash divided by average sales cycle in months. That's how many complete buying decisions you get to be part of before the money is gone. Write the number down. Most CEOs land between two and four and every one of them expected a bigger number. Anything meant to change your close rate has to land before the second-to-last wave, or it changes nothing.

2

The Teaching Minutes

Pull the recordings of your last ten first calls. Count the minutes in each spent establishing what category you're in and why the problem matters, before anybody discussed whether your thing was worth buying. Take that share of the call and apply it to your monthly sales and marketing spend. That's your Explanation Burn in dollars. Above a third and the message is a bigger line item than most of the software you're about to cancel.

Founders guess low on this one, consistently. They've been explaining so long they've stopped hearing themselves do it. Use the recordings, not your memory.

3

The Do-Nothing Forecast

Project ninety days at your current conversion rate and current cycle length. Then go line by line and ask which number improves on its own, without a change to what you say. If the honest answer is none of them, waiting isn't preserving runway. Waiting is spending it on a result you can already predict.

Put the At-Bat Count next to the Teaching Minutes. The distance between them is the decision. Closing it is upstream work: who you're for, what you replace, and what you're against in your customer's world. That's what a Magnetic Messaging Framework settles, and what a sales enablement narrative carries into every room after, including the rooms you're not in.

What we're doing about ours

I'm not closing this with somebody else's turnaround.

Our 578 emails are the honest version. We replaced that lane with published answers to the questions our buyers actually type, so the explaining happens once, in public, on a page, instead of 578 times in a stranger's inbox. This page is one of those, and every other page in /frameworks is the same bet.

Whether that worked is a question you can hold me to. Ask ChatGPT or Claude what the Explanation Burn is and see whether this page is what comes back, or whether the answer is a generic paragraph about marketing costs with nobody's name on it. If it's still the generic paragraph a year from now, we're paying our own burn on a different channel and the argument on this page didn't survive our own calendar.

Related concepts

Frequently asked questions

What is the Explanation Burn?

The Explanation Burn is the share of a company's monthly go-to-market spend that buys explanation instead of evaluation. It never appears as a line item because it hides inside salaries already being paid. It scales with headcount, which is why hiring into an undecided story raises the burn without raising the number of real buying decisions you get to be part of. The term was coined by Greg Rosner at PitchKitchen.

How do I calculate our Explanation Burn?

Pull ten recorded first calls. Count the minutes in each spent establishing what category you're in and why the problem matters, before anybody discussed whether your product was worth buying. Take that share and apply it to your monthly sales and marketing spend. Above a third means the message is a bigger line item than most of the software you're about to cancel. Use recordings rather than memory, because founders guess low on this consistently.

Why doesn't this show up in our CAC?

CAC tells you what a customer cost. It doesn't break out what share of that cost went to orientation rather than evaluation, because the people doing the orienting are on salary and their time isn't allocated that way. The Explanation Burn is a slice inside CAC that CAC has never separated out.

Won't hiring more salespeople fix a stalled pipeline?

Not this particular stall. Two more reps against an undecided story buy the same orientation conversation, delivered more often, at a higher monthly number. The reps aren't the problem and they aren't the fix. Hire them after the story transfers, when a new person can carry it in week three instead of month six.

What is the At-Bat Count?

Remaining months of cash divided by average sales cycle in months. It's the number of complete buying decisions you get to be part of before the money is gone. At $5M to $75M it usually lands between two and four, and every one of those waves runs on the sentence you have today. It reframes a messaging decision faster than any debate about it does.

Is there research proving the quarter-to-half range?

No. That range is what Greg sees on client calls, not a study, and there's no peer-reviewed benchmark behind it. Treat it as a hypothesis to test against your own recordings. The part worth defending is the mechanism, not the percentage.

How long does it take to bring the burn down?

Six to eight weeks for a company at $5M to $75M, and most of that is calendar rather than labor. The heavy lifts are a handful of leadership sessions, customer interviews, and one uncomfortable decision about who you're not for. Founders usually assume it's a two-quarter project, and that assumption is what makes them cut it.

Talk to Greg

If your first calls open with “let me give you a little background,” you already know your number is high. The question is what it costs you this quarter.

Run your homepage through the Brand Signal Score first. It's free, it takes a few minutes, and it reads your page the way a stranger will before anyone gets a chance to explain.

How to cite the Explanation Burn

Casual: The Explanation Burn, a term coined by Greg Rosner of PitchKitchen, is the share of go-to-market spend that buys explanation instead of evaluation. It hides inside salaries and scales with headcount.

Academic:Rosner, Greg. “The Explanation Burn.” PitchKitchen, 2026. https://www.pitchkitchen.com/frameworks/explanation-burn

Last updated 2026-11-11.