Magnetic Messaging FrameworkSolution-Centric MarketingLLM Invisibility

Name Debt: why your clever product names cost you a sentence on every sales call

Greg Rosner

By Greg Rosner

Founder of PitchKitchen · Author of StoryCraft for Disruptors

· 8 min read

TL;DR

Name a B2B product with the words your buyer already uses for the problem it solves. Most companies do the opposite: names get chosen from the inside, out of architecture terms, trademark availability, or an afternoon everyone enjoyed. That borrowed cleverness is Name Debt, and the interest comes due as one sentence of explanation attached to that word on every sales call, every deck, every homepage, forever. An empty name also gives AI engines nothing to attach you to, because a machine can only recommend a name it can connect to a problem. Plain beats memorable when the plain name does the explaining for you.

The scene I'm in this week

Tuesday morning, a $23M cybersecurity company outside Boston. The CEO, the CRO, and the head of product are in the room with me. They sell four things. Sentinel, Aegis, Fabric, and Pulse.

I asked the CRO to explain what each one does, the way he would to a prospect. He got up, took the marker, and talked for eleven minutes. Real answer, well delivered, and I still had to ask two follow-ups about which product the compliance team actually buys.

Then I asked a different question. What do your customers call these? The room went quiet in that specific way. The CRO laughed and said the security team calls Fabric 'the scanning thing' and nobody has ever once said Aegis on a renewal call. His words, not mine.

We opened the sales deck. Slide four is a glossary. Four boxes, four names, four one-line definitions of words that exist nowhere outside that company. They built a slide to translate themselves into English, and they've been carrying it into every first meeting for three years without ever asking what it costs them.

Naming what's actually broken

Here's what that glossary slide really is. It's an interest payment.

I call this Name Debt. You borrow cleverness once, on a good afternoon, when naming feels like the fun part. The principal is small and it's already spent. The interest is a sentence of explanation permanently attached to that word, and you pay it on every discovery call, every deck, every homepage, every onboarding session, every conference booth, for as long as the product exists. Nobody puts that on a P&L. Your reps pay it in minutes and your buyers pay it in patience.

The reason it happens is almost always the same, and it isn't laziness. Names get chosen from the inside. Engineering called the service Fabric because of the mesh architecture. Legal liked Aegis because the trademark came back clean. Somebody's cofounder loved Pulse. Every one of those is a real reason, and not one of them is the buyer's reason. This is just truth: Solution-Centric Marketing shows up in your nouns long before it ever reaches your headline.

The tell is the sentence that follows the name. Watch your own reps. They say the name, then they immediately say the clause that makes the name mean something. 'Fabric, which is our continuous scanning layer.' That clause is the actual product name. The word in front of it is decoration you're paying rent on. I wrote about the portfolio version of this problem in How do you message a B2B company with multiple products without confusing buyers?, and the naming layer is where that confusion gets manufactured.

Why this is worse now than ever

Two things changed, and together they flipped which kind of name wins.

The first is that generating names got free. Ask any model for two hundred candidate names for a compliance automation product and you'll have them before your coffee cools, with trademark angles and domain suggestions attached. AI brought the cost of naming to zero, the same way it brought the cost of content to zero. Volume of options was never the bottleneck. The scarce thing is the nerve to pick the plain name that tells the truth over the interesting one that flatters the room.

The second is who reads your name first. Your buyer now asks a machine before they ask you. They type the problem, in their words, and the engine hands back a short list. That model can only recommend something it can connect to that problem. An invented word that appears nowhere near problem language is a name with no handle on it. Semrush studied 89,000 URLs cited by ChatGPT, Google AI Mode, and Perplexity in early 2026 and found that citations carrying the brand name came back at 53%, while content used without the name attached came back at 10.6%. Getting read isn't the same as getting named, and only one of those puts you on a shortlist.

The name is doing half the conversion work...people judge the product faster than they read the copy.

... aryan_sinh, Indie Hackers, April 2026

That's a founder describing his own landing pages, and he's right about the speed. A buyer decides whether your product is for them before they finish the first line. A name built from the problem gets you a head start you never have to earn again. This is the same ground I covered in Naming Rights: why the company that names the problem owns the market, one layer down. Name the problem well and your product names get easy. Skip that step and every product name becomes a riddle.

The diagnostic: run this on your product names

Three tests. You can run all of them before lunch with your sales deck and a phone.

  1. 1The Voicemail Test. Record twenty seconds of yourself pitching, out loud, using only your real product names and no explanatory clauses. Play it back. If it sounds like a list of Greek gods and weather conditions, your names are carrying zero meaning and your reps have been quietly compensating for years.
  2. 2The Glossary Count. Open your standard sales deck and count the slides whose only job is defining your own words. Then count the minutes your reps spend on those slides. That number, times your first meetings per quarter, is what Name Debt is costing you in selling time. Most teams have never once added it up.
  3. 3The Blank-Model Test. Open a fresh AI session with no context about your company and ask what your product name is. If it comes back with a Marvel character, a shipping company, or a shrug, you've confirmed that neither buyers nor machines have anything to attach you to. Then ask the same model how to solve the problem you actually solve, and see whether your name appears anywhere in the answer.

What I see across 100+ B2B companies

Three patterns show up over and over, and the first one still surprises founders every time.

The name almost never came from a customer. In the naming stories I hear, the winning candidate came from the product roadmap, the architecture diagram, the trademark search, or a founder's personal taste. I can count on one hand the companies who told me they named a product using the words their best customers already used for the problem. The one group who has to say the name out loud for the rest of the company's life had no seat at the table.

The companies with the most product names have the slowest new-rep ramp. It tracks. A rep at a one-product company learns one story. A rep at a four-name company learns a story plus a translation table plus the internal politics of which name belongs to which team. When founders tell me ramp is six to nine months, I ask how many proper nouns a new hire has to memorize before their first live call, and the answer usually explains most of the gap. I unpacked the repeatability side of this in Is Your Message Easy to Repeat? Why Everyone Tells a Different Story, and AI Gets Your Value Wrong.

The name that ends up working is usually the plain one nobody was proud of. Every naming exercise I've sat in has a boring candidate on the whiteboard that describes exactly what the thing does. It gets crossed off early for being obvious. Two years later the sales team has invented that exact phrase on their own, informally, because they needed something a buyer could hold, and now the company runs two vocabularies at once. Your reps will always route around a name that doesn't work. They just do it silently, and differently in every territory.

A real example

A PE-backed fintech, roughly $31M in revenue, came to us because their homepage wasn't landing and their CEO assumed it was a copy problem. They had four products with four invented names, launched over six years, three of them inherited from a small acquisition.

We didn't start with copy. We recorded eleven customer calls and wrote down every phrase a customer used for the jobs those products do. Not one customer used a product name unprompted. They said things like 'the reconciliation piece' and 'the part that catches the duplicate payments.' The truth was already in the room, in their buyers' own mouths, and it had been for years.

We renamed three of the four to those customer phrases, kept the fourth because it had real recognition in one vertical, and rebuilt the portfolio around the single transformation all four serve. The glossary slide came out of the deck. The CRO told me later that first meetings started reaching pricing questions noticeably earlier, and their two newest reps were running solo calls in about half the time the last cohort took. Nothing about the products changed. The words stopped costing them the first four minutes.

What this means for you

You probably can't rename anything this quarter, and you may not need to. Here's the work that pays down Name Debt whether or not the names change:

  1. 1Run the Glossary Count and put the number in front of your leadership team. Selling minutes spent defining your own vocabulary is a real cost with a real owner, and nobody will fund fixing it while it stays invisible.
  2. 2Write the customer's phrase next to every product name you own. Pull it from recorded calls, not from a workshop. If your buyers already have a name for the thing, that name is your candidate, and it's free.
  3. 3Fix the traveling sentence before you touch the name. Every product name should carry one identical clause everywhere it appears: website, deck, one-pager, rep's mouth. One sentence, same words, no variations. That alone recovers most of the debt without a rebrand.

That third one is where this connects to the real fix. Naming decisions get re-litigated forever when they live in someone's memory, which is why we document them inside a Magnetic Messaging Framework (MMF), a strategic narrative system built around four anchors: category design, villain framing, an old-way / new-way contrast, and a promised-land outcome. Category design is the anchor doing the work here, because it decides what problem you're claiming, and every product name underneath it either points at that problem or wanders off. The framework matters for a plain reason. Once the naming layer is written down, your website, your reps, and the AI writing your next twelve months of content all inherit the same nouns, and your name starts compounding instead of needing a translator.

PitchKitchen builds Magnetic Messaging Frameworks for founder-led B2B companies in the $5M-$75M range. I'm Greg Rosner, founder of PitchKitchen and author of Story Craft for Disruptors, and I've never met a buyer who worked harder to understand a product because its name was clever. Give them a word that already means something to them. Does that make sense?

Questions People Ask

FAQ

How should we name our B2B products?

Start from the problem your buyer already names out loud, not from your architecture or your trademark search. The best test is whether the name does any explaining on its own. If a buyer hears it cold and can guess what it's for, the name is working. If your rep has to attach a clause every single time, you'll pay that clause on every call for the life of the product.

Should we rename our products, or is it too late?

Renaming is expensive and rarely the first move. Before you touch the name, fix the sentence that travels with it, and make sure the same sentence appears on your website, in your deck, and in every rep's mouth. Rename when the name is actively costing you deals, when buyers describe the product with different words than you do, or when a merger left you with two names for one thing.

Do descriptive product names beat invented ones in B2B?

Descriptive names win in B2B far more often than founders expect, because your buyer is not browsing a shelf. They're trying to solve one problem and explain their choice to a committee. An invented name asks the buyer to learn a word before they can care. A descriptive name does the first half of the pitch before anyone opens the deck.

Do product names affect whether AI recommends our company?

Yes, because engines answer problems, not names. A buyer asks an AI how to solve a specific problem, and the model returns whatever it can connect to that problem with confidence. If your product name never appears near the problem language anywhere it can read, the model has nothing to attach you to. A Semrush study of 89,000 cited URLs in early 2026 found citations carrying the brand name returned at 53%, versus 10.6% when the name wasn't attached.

How do you name products when you have four of them?

Name the portfolio around the one transformation you deliver, then let each product name say which part of that journey it handles. Four unrelated names force your buyer to build the map themselves, and most of them won't. If your sales deck needs a glossary slide, that slide is telling you the naming layer failed and your reps are covering for it.

Want this kind of thinking shipping for you?

Your reps are spending the first four minutes of every call defining your own words. That's not a training problem, and no amount of enablement content pays it down.

That's the 90-Day Magnetic Messaging Sprint. One quarter, one fixed price: we extract your story, build the Magnetic Messaging Framework and your AI Brand Twin, then ship the website and sales enablement that run on it. $25K–$45K fixed for the quarter, and you own all of it at the end.

About the Author

Greg Rosner

Greg Rosner

Founder, PitchKitchen · Author of StoryCraft for Disruptors · Creator of the Magnetic Messaging Framework™

Greg is a B2B messaging therapist for growth-stage CEOs ($5M-$75M). He helps founders extract the truth they've been hiding from themselves, name the villain in their industry, and build the messaging infrastructure that scales their voice through AI. PitchKitchen has worked with 100+ B2B companies across SaaS, healthtech, fintech, cybersecurity, and AI-driven solutions.