AI is in everything. Products. Pitch decks. Toothbrushes (probably).

We're not just watching a tech trend unfold… we're watching an entire category evolve in real time. Which makes now the perfect time to release this edition of Copy Code Notes.

Because if you pay attention to how AI solutions are being marketed right now... you'll notice something eye-opening: they're moving through each Market Sophistication Stage right before our eyes.

Just a few months ago, saying "Our tool uses AI" was enough to capture attention. Now? It's background noise. Everyone's making AI claims. Everyone's promising smarter, faster, cheaper. And the audience? They've heard it all.

This is what happens in every market. Which means it will happen to yours too.

"If you know the enemy and know yourself, you need not fear the result of a hundred battles."

Sun Tzu

What Is Market Sophistication?

In simple terms: it's how many marketing messages your audience has already heard about your kind of product. The more messages they've heard... the harder it is to stand out.

Market Sophistication Stages are a copywriting framework that helps you make a tired market see your offer as fresh — even if it's not new. You're not changing the benefits or anything like that. You're just changing how the benefits are presented to the market.

The idea was first coined (or popularized) by Eugene Schwartz in his 1966 classic, Breakthrough Advertising. Back then, markets matured slowly. People saw a few ads a week. A campaign could last for years. Today? Most people scroll past 200+ marketing messages before breakfast.

Your market can go from "Wait, what is this?" to "Yeah, I've seen that before" in a matter of weeks. Ignore Market Sophistication in 2025, and your copy will sound like everyone else's. And when your copy sounds like everyone else's... it dies.

Why It's Harder to Navigate Sophistication Stages Today

Not only are audiences more saturated… but today's newest solutions are also more complex than ever. In Eugene Schwartz's day, you might've been selling a vacuum, a cookbook, or some orthopedic shoes. Today? You're selling stuff like:

And it's your job to wrap that into a crisp, emotionally compelling message that makes it sound exciting and different. Most marketers default to feature overload, tech jargon, and vague claims like "powered by AI" or "next-gen solution." And it all just blends into background noise.

The 5 Stages of Market Sophistication

Stage 1: "This Exists!"

In Sophistication Stage 1… we're dealing with a brand new product — one that promises the market something they've never heard before. As a Copywriter, your job is simple: make the core promise clear and compelling. Then get out of the way. You don't need clever angles. You don't need urgency. Just say what it is, and the market will jump.

If there were a Copy Code for a Stage 1 Marketing Message, it would be:

"This exists now. It's real." / "This is what it does." / "You've never had this option before."

AI Example: When ChatGPT first hit the scene, the core promise was new enough to create instant word-of-mouth. OpenAI's original announcement didn't sell benefits. It didn't compare ChatGPT to competitors. It just said: "This thing exists. Here's what it does."

Stage 2: "Ours is Better"

In Sophistication Stage 2… competitors have entered the game and they're making the same promise as you. So now, everyone's promise becomes "better." Cheaper. Faster. Healthier. Safer. Bigger. Stronger. Easier. As a Copywriter, your job is to emphasize what differentiates your product from your competitors. How can you position your product as the best version of a now-familiar solution?

AI Example: Not long after ChatGPT became a thing, every product had "AI" baked in. And the messaging shifted to Stage 2 — "ours is safer / more accurate / more personalized / enterprise-ready." Microsoft Copilot is a great example: "Your Copilot for Work." Others have AI. Ours fits into your actual day-to-day life.

Interestingly enough, most brands die in Stage 2. When making the primary benefit "better" doesn't work, most marketers don't know what to do about it.

Stage 3: "Ours Has THIS Unique Mechanism"

In Sophistication Stage 3… your market has heard all the promises. Everyone's jaded. So what can you do? You introduce a 'new mechanism' behind how your product creates results. Not a new benefit, but rather a new way of getting the benefit.

Apple could've said "our computers are faster." But to break through the noise, they ran ads that simply said "Now with the Apple M1 Chip." They weren't selling a better laptop. They were selling a new mechanism that was fresh to the marketplace. P90X highlighted their unique "Muscle Confusion System" — which wasn't actually new (just periodization). But "Muscle Confusion" was a 'brand new process' no other home workout program could claim.

AI Example: AI became a mechanism in itself. At the time of this writing, if your software solution doesn't have some version of "AI-Powered" in the messaging, you better have a good reason why.

Stage 4: "Let Us Show You HOW Ours Works"

In Sophistication Stage 4… the market is sophisticated enough that simply naming your mechanism isn't enough. They want to understand how it actually works. Your job in this Stage is to pull back the curtain. Break down the inner workings of your product. Show how the pieces connect. Remove the mystery.

Claude Hopkins was hired to help Schlitz Beer rise to the top of the beer industry. While other beer brands were out-spending each other with richer flavors and lower calories, Hopkins toured Schlitz's facility and had a profound idea:

"Why don't you tell people in your advertising about all these steps you're taking to brew your beer?" asked Hopkins. "All companies brew their beer about the same way," replied Schlitz. "Yes," Hopkins countered, "but the first one to tell the public about this process will gain a big advantage."

Not long after Hopkins's ads started running, Schlitz rose to become the #1 beer in the market. That's the secret to Stage 4. As long as the competitors aren't saying it, it's new information for your market. If it's new to your market, it's NEW.

Stage 5: "Ours is a Vibe"

In Sophistication Stage 5… all your promise and mechanism claims are useless. This is about identity. It's time to talk about who your customer becomes by using your product. In Stage 5, you're not selling a product. You're selling belonging. Your copy becomes a mirror that reflects back who your customer wants to be.

In Stage 5, feelings trump facts.

Easy Tricks to Identify Your Market's Current Stage

You can easily tell which Stage your market is in by looking at what your competitors are saying in their marketing. Are they highlighting a benefit or an offer? Are they talking about their new mechanism or method? Or are they trying to appeal to the market's ideal sense of identity?

If everyone's talking about their unique method, it's Stage 3. If they're all just vibing with lifestyle shots... Stage 5.

How to Keep Competitors Playing Defense

Once you've identified which Stage of Sophistication your market is in, you're left with two options: ride the trend and keep your messaging in the same Stage that's already working. OR leap ahead and force your competitors to play catch-up by crafting your messaging for a higher Stage.

A marketing message crafted for a higher Stage will always work for a market currently at a lower Stage. A marketing message crafted for a lower Stage will never work if the market is currently at a higher Stage.

How Market Sophistication Differs from Market Awareness

A lot of marketers confuse Market Awareness with Market Sophistication. But they're very different concepts that serve two distinct functions.

Market Awareness deals with your prospect on an individual, personal level. With Awareness Levels, your goal is to increase your prospect's Level of Awareness as you move them down your marketing funnel. It's up to YOU to move them into higher Awareness Levels.

Market Sophistication deals with your market as a whole. The Sophistication Stage of your market is entirely out of your control. The only thing that shifts markets into new Stages is time and competition. Your job isn't to change the Stage. Your job is to recognize it — and either ride the trend or write ahead of the curve.

Quick Recap

Next month: Brand Positioning — how to claim a position that not only sets you apart, but makes your competitors irrelevant by comparison. We're going to talk about de-positioning: how to frame your offer in a way that subtly (or boldly) reshapes the entire playing field in your favor.

Stay tuned.

— Matt Bauman

New Editions of Copy Code Notes are released when I can get to it.

Special thanks to Brandon Notheis, Ignacio Nunez, and Eddie Maalouf for making this possible.