How ‘it’s Just SEO’ Took Over the GEO Conversation

There is a strange irony in how the search industry is behaving right now. At the exact moment that our expertise should be most valuable to clients, a large portion of the community has decided to argue itself into a corner. We are spending our energy on semantic disputes while the ground beneath us shifts.

The real conflict here is not about a name or an acronym. It is about ownership. It is a fight over who gets to define the future of search, who controls the budget, and who is responsible for explaining what happens when search stops being a list of blue links and becomes a machine that recommends specific brands and actions. This connects with structured data when the same signal needs a clearer operating decision.

The phrase "it's just SEO" has caused a significant amount of damage. On the surface, it sounds like the voice of experience, the kind of thing a seasoned veteran says to calm a room. In reality, it is not a strategy. It is a meme that is limiting one of the biggest commercial opportunities the industry has seen in years.

Expert Interpretation: This matters because when we reduce a fundamental shift in user behavior to a terminology dispute, we stop innovating. The tradeoff is comfort for growth. By insisting nothing has changed, we avoid the hard work of relearning our craft, but we also risk becoming invisible to the people who actually pay us. You should inspect whether your current strategy is based on how search worked three years ago or how it works today.

The mechanics of why memes dominate search

To understand why a simple phrase can derail an entire industry, we have to look at memetics. This is not a new concept. Richard Dawkins introduced the term in his 1976 book, The Selfish Gene. He proposed that ideas, phrases, and behaviors spread through a culture using the same logic as genes spread through a population. They replicate, they mutate, and they compete for space.

The important part of this theory is that the ideas that survive are not necessarily the most accurate. They are simply the easiest to copy. Susan Blackmore expanded on this in The Meme Machine, suggesting that humans are essentially built to imitate and store cultural information. The stickiest ideas win, regardless of whether they are true.

Think about the song Happy Birthday to You. The melody is simple, the words are easy, and the social context of a cake and a celebration gives everyone a reason to participate. No one consciously decided to keep that song alive. It simply won the competition for space in our collective memory because it was easy to repeat.

Professional clichés and industry slogans work the same way. They do not survive because they are correct. They survive because they are easy to repeat, they provide social utility to the person saying them, and they are emotionally charged. Accuracy is not a requirement for a meme to spread.

Expert Interpretation: In a professional context, memes act as shortcuts. They allow us to feel like we understand a complex topic without actually doing the research. The tradeoff is that we trade nuance for speed. When you hear a consensus forming quickly on LinkedIn or in forums, you should ask if the idea is actually true or if it is just easy to repeat.

The rise of the containment meme

When Generative Engine Optimization, or GEO, first entered the conversation, the industry split into two camps. One group looked at generative search and saw a fundamentally different interface. They saw AI systems that summarize, cite, and recommend in ways that do not mirror classic search results. They recognized that this shift requires new tools, new ways of measuring success, and a completely different way of thinking.

The other group saw a threat. For many in the SEO influencer space, the response was to contain the idea. "It's just SEO" became the primary line of defense. It started as a phrase, then became a chant, and eventually became a weapon.

This phrase was perfect meme material. It was short, it was repeatable, and it projected a sense of certainty that did not require deep investigation. More importantly, it protected the existing hierarchy. If GEO is just SEO, then the current experts remain the experts. The same people keep the spotlight, the same consultants maintain their authority, and agencies do not have to rethink their entire service offering.

This evolved into something more aggressive with the term "GEO grifter." This did not just question the terminology, it framed anyone experimenting with the new landscape as a fraud. It turned curiosity into suspicion. This is how a false consensus is built. A few visible people repeat a simple framing, the algorithms amplify it, and repetition is mistaken for agreement.

Expert Interpretation: This is a classic defensive mechanism. When an industry feels threatened, it tries to absorb the new threat into the old definition to maintain power. The tradeoff here is that by "containing" GEO, we are ignoring the actual changes in how AI retrieves information. You should decide if you are more interested in protecting your current status or in discovering how the new interface actually functions.

Why clients prioritize certainty over acronyms

While the SEO echo chamber is arguing about names, marketers and business owners are already moving past us. They can see the interface changing because they use generative AI every day to solve problems and get work done.

I have seen this in practice at events like BrightonSEO. When you ask a room of hundreds of marketers who is using AI to make decisions or solve problems, every single hand goes up. They do not need to be persuaded or dragged through a long argument about terminology. They are already changing their behavior.

Clients do not buy theological disputes or academic arguments about what to call a process. They buy certainty. SEO has always been a difficult channel to sell because it often feels vague. When the industry spends its time fighting over whether a new phenomenon is "just SEO" or something new, it only adds to that vagueness.

Expert Interpretation: The gap between how practitioners talk and how clients act is widening. The tradeoff is that while we argue about the "correct" term, the client is looking for a partner who can tell them how to show up in a Gemini or Perplexity answer. The decision you need to make is whether to speak the language of the industry or the language of the client.

The perspective of mental and physical availability

The B2B Institute and the Ehrenberg Bass Institute have already addressed this shift in their report, Easy to find: Being where B2B buying happens. Their focus is not on winning an acronym war, but on the concepts of mental and physical availability.

The core argument is that B2B brands grow by being easy to think of, easy to find, and easy to buy. Physical availability in a digital sense means being discoverable in every environment where a buying decision actually happens. This includes environments that did not exist five years ago.

The report explicitly frames GEO as the new wave of SEO. It suggests that generative engine optimization is about ensuring a brand is present and prominent when an AI system is tasked with recommending a solution. It is about being where the buyer is, regardless of whether we call it SEO or GEO.

Expert Interpretation: This shifts the goal from "ranking" to "availability." The tradeoff is moving away from a keyword centric view toward a brand centric view. You should inspect your current deliverables to see if they focus on traffic metrics or on increasing the likelihood of being recommended by an AI agent. A useful companion note is AI Search Traffic Differs from Organic Traffic, because it looks at a nearby part of the same system.

The reality of the 9 to 5 test

The problem with saying "it's just SEO" is that it collapses too many different activities into one bucket. SEO already means a dozen different things depending on who you ask. For some, it is technical hygiene. For others, it is content production, digital PR, or managing ecommerce feeds.

When someone claims GEO is just SEO, the necessary question is: which SEO are you talking about? The "just SEO" argument sounds simple until you apply the 9 to 5 test. If you look at your actual daily work between 9 a.m. and 5 p.m., what are you doing specifically to increase the chance that a generative system recommends your brand?

Are you building third party evidence? Are you managing how your brand is cited across the web? If your daily routine is the same as it was three years ago, then you are not doing GEO, regardless of what you call it.

Expert Interpretation: Terminology is a mask for inaction. The tradeoff is that by using a broad term like SEO, we can pretend we are already handling the new challenges. You should audit your weekly task list to see if there are any specific actions dedicated to generative search or if you are simply applying old tactics to a new interface.

The danger of the hidden budget

Markets do not fund things they cannot name. A name is not just a label, it is a buying mechanism. It is the tool a CMO uses to turn a vague threat into a specific line item in a budget.

When a company understands that generative search is a new problem, they can allocate new resources to solve it. However, if we insist that GEO is "just SEO," then any work related to it gets folded into the existing SEO budget. The problem is that most SEO budgets are already stretched thin and fighting for survival.

By hiding a new interface, a new buyer behavior, and a new measurement problem inside an old budget, the industry is effectively sabotaging its own growth. We are taking a massive commercial opportunity and burying it in a category that clients are already reluctant to increase.

Expert Interpretation: This is a financial risk, not just a semantic one. The tradeoff is short term simplicity for long term funding. If you want more resources to tackle AI search, you must be able to name the problem and the solution separately from the legacy work. You should evaluate if your current pricing and packaging reflect the new complexity of generative search.

Reframing the shift for actual growth

There is a way to move past this conflict without losing face. If the term GEO is too polarizing, call it "SEO evolved" or "SEO rebranded for generative search." The specific name matters less than the acknowledgment that something has fundamentally changed.

Search is becoming generative. The goal is no longer simply to rank in a list of links, but to be recommended. The objective is to be the easy choice when a buyer moves from curiosity to consideration.

Achieving this requires the traditional skills of SEO, but it also demands digital PR, brand strategy, and a deeper level of marketing thinking. GEO is essentially SEO growing into a more complete version of itself. It is the transition from managing a website to managing a brand's presence across an AI ecosystem.

Introduction

The key issue here is Search has managed to do something impressive. At the precise moment it should be becoming more important and valuable to clients, large parts of the industry have chosen to argue themselves into irrelevance. The real argument is about ownership. Who gets to. 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. The same pattern also shows up in search visibility, where the practical question is how the signal becomes visible.

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.