A Practical Way to Stand Out in AI Search When Every Business Sounds the Same

For a long time, most of us could hide behind a veneer of "professionalism." We used the same industry jargon, the same stock imagery, and the same vague promises of excellence. It worked because humans are naturally inclined toward the path of least resistance; if you were the first result on a page or the most convenient option, people often hired you without digging too deep into whether you were actually different from the next person.

AI search has changed that. When a system like ChatGPT or Google AI Overviews summarizes your business, it isn't just looking at a single keyword. It is synthesizing your website, your reviews, your social profiles, and your directory listings. If all those sources sound like a generic template, the AI's summary will be generic too. visibility-when-ai-thinks-harder/">Visibility is no longer just a technical SEO challenge—it is a positioning problem.

The trap of prioritizing tactics over strategy

There is a timeless piece of wisdom from Sun Tzu: "Strategy without tactics is the slowest route to victory. Tactics without strategy is the noise before defeat." In the modern digital landscape, I see this play out constantly. A business owner notices a dip in traffic or hears that AI is changing search, and their immediate reflex is to ask for "more SEO" or a new ad campaign.

This is a natural human response. As Daniel Kahneman explored in Thinking, Fast and Slow, we operate mostly through "System 1"—the fast, automatic, and emotional part of our brain. When we feel threatened by a market shift, we don't instinctively stop to rewrite our entire brand positioning; we act. We update keywords, post more on LinkedIn, and stay "busy" because movement feels like progress.

Expert Interpretation: This matters because tactical agility is useless if you are accelerating in the wrong direction. The tradeoff here is between the immediate comfort of "doing something" and the slow, difficult work of strategic thinking. Before investing in another campaign, the critical decision to inspect is: Are we trying to amplify a message that is actually worth hearing, or are we just paying to make noise?

Why AI eliminates the hiding places for generic marketing

Having spent nearly three decades in marketing—the bulk of it in the digital space—I've seen how businesses bought their way around a lack of identity. You could spend enough on PPC or be the only player in a small local market, and the "sea of sameness" wouldn't hurt you. The customer's inherent laziness worked in your favor.

But AI is an entropic tide. It strips away the noise and summarizes the essence. If your marketing is "wallpaper"—meaning it blends into the background and communicates nothing specific—the AI will treat you as a commodity. The businesses that survive this shift aren't necessarily the ones with the biggest budgets; they are the ones who did the hard work of defining who they serve and why they are genuinely different.

Expert Interpretation: The "hiding places" are gone because AI doesn't experience the same cognitive biases as a tired human browsing a list of links. It sees the patterns of your language. The tradeoff is that you can no longer "buy" your way into a perceived position of authority; you have to earn it through clarity. The decision to inspect is: If our budget vanished tomorrow, would our brand identity be strong enough to attract customers on its own?

The "Marketing Wallpaper" test

If you want to see the problem in real-time, try a simple experiment. Ask an AI to recommend a professional service—like an accountant or an IT firm—in your city. Then, visit five of the websites it suggests. You will likely find a recurring theme: claims of being "passionate, experienced, client-focused experts delivering exceptional results through tailored solutions."

This is marketing wallpaper. It is designed to be safe and professional, but in doing so, it becomes invisible. Most businesses have spent years perfecting this blandness, thinking it makes them look established. In reality, it makes them interchangeable.

Expert Interpretation: This matters because when you sound like everyone else, you compete only on price or proximity. The tradeoff is between the "safety" of industry standards and the "risk" of a distinct voice. The decision to inspect is: If I removed my logo from my homepage, would a customer be able to tell me apart from my top three competitors?

Escaping the sea of sameness

The reason so many businesses sound identical is that they followed a rational, yet flawed, logic: look at the successful leaders in the industry and mirror their tone and claims. This is the opposite of true positioning. As Al Ries argued in Positioning: The Battle for Your Mind, the real competition isn't in the marketplace, but in the mind of the consumer.

The human mind is crowded. To occupy a space, you cannot be "better" in a general sense; you must be distinct. If you try to be everything to everyone, you end up being nothing to anyone, and the AI will summarize you as "just another [industry] provider."

Expert Interpretation: This is a shift from competitive benchmarking to category creation. The tradeoff is that you may alienate some people to deeply attract others. The decision to inspect is: What is the one specific "slot" in the customer's mind that we want to own?

Shifting the focus: You are the guide, not the hero

One of the biggest mistakes in generic marketing is the "Hero Complex." Many businesses write their content as if they are the protagonist of the story. They talk about their history, their awards, and their expertise.

Drawing from Joseph Campbell’s work on the Monomyth, we have to realize that the customer is the hero. They are the ones facing the obstacle and seeking transformation. The business is not the hero; the business is the guide. The guide provides the plan and the tools to help the hero win. When you shift your messaging from "Look at us" to "Here is how we help you," you immediately stop sounding like the rest of the industry.

Expert Interpretation: This matters because customers don't care about your expertise for its own sake; they care about what that expertise does for them. The tradeoff is a blow to the corporate ego. The decision to inspect is: Who is the protagonist of our current marketing—us or the customer?

Practical tools to find your difference

Most businesses actually have something unique; they just lack the vocabulary to express it. To move from generic to distinct, I suggest two specific frameworks.

The Blue Ocean Strategy Canvas

Instead of trying to beat the competition at their own game, use a strategy canvas to map the factors your industry competes on (price, speed, range, etc.). Most businesses find their lines are parallel to their competitors. The goal is to find where you can eliminate or reduce certain factors and raise or create others. Don't compete better; compete differently.

The Value Proposition Canvas

This tool forces you to map the customer's "jobs to be done," their pains, and their desired gains. Most marketing spends 80% of its time on features (the "what") and only 20% on pains and gains (the "why"). Flipping this ratio ensures your messaging resonates with the human on the other end, not just the AI scanning the page.

Expert Interpretation: These tools move you from intuition to data. The tradeoff is the time required to do this honestly. The decision to inspect is: Are we offering a "better" version of the same thing, or a "different" solution to a specific problem?

Articulating your story for the AI era

Once you have a strategy, you need a repeatable way to communicate it. I recommend three layers of messaging:

• The BrandScript: A narrative framework that identifies the customer's external, internal, and philosophical problems, positioning you as the guide with a clear plan for their success.
• The One-Liner: A single, punchy sentence: "We help [who] who [have this problem] so they can [achieve this result]." It avoids "bespoke solutions" and "full-service" clichés in favor of concrete outcomes.
• The Three-Layer Soundbite: Messaging that leads with the customer's pain to grab attention, uses their specific language to engage, and provides a clear path to conversion.

Introduction

The key issue here is Most businesses sound interchangeable online, and AI search is making that impossible to ignore. When ChatGPT, Google AI Overviews, or other AI systems summarize your business, they build that understanding from your website, profiles, reviews, and content.... My read is to treat it as a decision point: what signal needs to become clearer, what part of the system is currently weak, and what evidence would show that the work is improving visibility rather than only adding activity.

That is the difference between reacting to a trend and building a useful search system. Connect this point back to the page template, internal linking, entity signals, content depth, crawl accessibility, and the way the brand is represented across the wider web before deciding what to change first.

Practical next steps

The useful part is not only the idea itself, but the operating habit behind it. Use it as a checklist for decisions: what deserves attention now, what should be monitored, what needs a stronger evidence base, and what can wait until the system has more scale.