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 define what search becomes next?
• Who gets the budget?
• Who gets to explain what happens when search stops being a list of links and starts becoming a machine that recommends answers, brands, and actions?

“It’s just SEO” has done so much damage. It sounds calm and experienced, like the sort of thing a serious search veteran would say to quiet the room. 

But it’s not strategy. It’s a meme constraining one of the biggest commercial opportunities the search industry has had in years.

Why memes matter to search

Memetics isn’t new. Richard Dawkins coined the term in “The Selfish Gene” in 1976, proposing that ideas, behaviors, and phrases spread through culture using the same logic as genes spread through populations. They replicate, mutate, and compete. The survivors aren’t necessarily the most accurate. They’re the easiest to copy.

Susan Blackmore took this further in “The Meme Machine,” arguing that humans are essentially meme machines: brains built to imitate, transmit, and store cultural information. The ideas that spread aren’t the truest ones. They’re the stickiest.

Consider “Happy Birthday to You.” The melody is simple enough to remember after one hearing. The words require no expertise to learn. The social context — a celebration, a cake, a room of people — gives everyone a reason to join in. Nobody decides to keep it alive. It keeps winning the competition for space in human memory and behavior.

“Jingle Bells” works the same way. It has no official guardian. It spreads because copying it costs nothing and signals belonging to a shared culture.

Slogans, rumors, political lines, and professional clichés travel the same way. They don’t survive because they’re correct. They survive because they’re easy to repeat, socially useful to the person repeating them, and emotionally charged enough to keep spreading. Accuracy isn’t part of the selection criteria.

SEO and GEO have a serious memetic issue.

How ‘it’s just SEO’ became the dominant meme

When GEO entered the industry conversation, the reaction was immediate. Some people looked at generative search and saw a materially different interface. They saw AI systems summarizing, recommending, citing, and generating answers in ways that didn’t behave like classic search results. They saw a need for new tools, workflows, measurement, and thinking.

Others saw a threat. For much of the SEO influencer community, the response was containment. “It’s just SEO” became the line. Then the chant. Then the weapon.

The phrase worked because it was perfect meme material: short, repeatable, and certain without requiring much investigation. It also protected status.

If GEO is just SEO, the existing hierarchy stays intact. The same speakers keep the spotlight. The same consultants keep the authority. The same agencies keep the same budgets, or avoid having to rethink how the new landscape changes their work.

Then came the uglier meme: “GEO grifter.”

That one did even more damage. It didn’t just question the term. It framed anyone using it as suspect. It turned curiosity into suspicion and experimentation into opportunism. It encouraged dismissal instead of investigation.

This is how professional consensus often forms online. Visible people repeat a simple framing, algorithms reward it, and repetition starts to look like agreement.

And this is where the search industry started harming itself. As the framing spread, consultants repeating it gained visibility and social reinforcement, while clients and brands increasingly saw generative search differently.

Clients buy certainty, not acronym wars

Marketers outside the SEO echo chamber are already ahead of many search specialists. They can see the interface changing because they use generative systems every day.

I’ve seen it firsthand. At BrightonSEO and several recent conferences, I asked the room a simple question: Who here is using AI to make decisions, solve problems, or get work done?

The hands went up. Not a few hands. All of them.

Hundreds of people in different rooms gave the same answer without needing to be briefed, persuaded, or dragged through a 30-post LinkedIn argument about terminology.

When marketers and business people are already changing how they search, decide, and work, the industry doesn’t get to sit in the corner insisting nothing has changed.

Clients don’t buy theological disputes. They buy certainty.

SEO has never been an easy channel to sell. Many companies have been burned by vague retainers, vanity metrics, and content strategies that produced a library of articles nobody needed.

At the same time, good SEOs have built companies, saved jobs, and created revenue. Both things are true, which is why the current argument is so dangerous.

If the industry can’t explain what has changed, buyers will defer. They’ll move budget into paid search, paid social, or whatever advertising unit Google, OpenAI, or Meta sells them next.

Organic search won’t get the exploratory investment it needs because the people who should be leading the conversation are still arguing about whether the word GEO is allowed to exist.

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The B2B Institute already called this

LinkedIn’s B2B Institute and the Ehrenberg-Bass Institute make this clear in their report, “Easy to find: Being where B2B buying happens.” The argument isn’t built around acronym point-scoring. It’s built around mental and physical availability. B2B brands grow by being easy to think of, find, and buy.

Physical availability covers three dimensions: presence, prominence, and portfolio. In a digital world, that means being discoverable across every environment where buying actually happens, not just the ones that existed five years ago.

The report explicitly describes GEO as “the new wave of SEO” and states that generative engine optimization rewards foundational brand-building: authority, relevance, thought leadership, authentic reviews, and earned mentions. It also notes that generative search and LLM-powered discovery are reshaping how information is surfaced, with relevance determined by content authority and context, not keywords.

The marketing scientists aren’t saying “write more keyword articles and relax.” They’re saying discoverability is changing, but the underlying fundamentals remain.

• Be easy to think of and easy to find.
• Build distinctive assets, create authority, and show up where buyers are looking.

This isn’t a choice between SEO and GEO. It’s a physical availability problem in a new search environment.

The 9 a.m. to 5 p.m. test

“It’s just SEO” collapses too much into one bucket. SEO already means different things to different people. To one person, it means technical hygiene. To another, content production. To another, digital PR. To another, ecommerce feeds, internal linking, and category pages. To another, local search or revenue-focused organic growth.

So when someone says GEO is “just SEO,” the obvious question is: Which SEO, exactly?

“Just SEO” sounds simple until you ask what it means between 9 a.m. and 5 p.m.

• What are you doing today to increase the likelihood that a generative system recommends your brand in a buying situation?
• What are you measuring?
• What sources are you influencing?
• What third-party evidence are you earning?
• What brand associations are you strengthening?
• What prompts, citations, and recommendation contexts are you monitoring?

If the answer is “helpful content,” we’re in trouble.

Helpful content isn’t a strategy. It’s a phrase so vague it means everything and nothing.

Brands need extractable, repeated, credible information about the problems they solve and the situations in which they should be chosen.

That’s why GEO is closer to digital PR, brand strategy, and content marketing than many people want to admit.

No name, no budget

Markets don’t fund things they can’t name.

A name isn’t decoration. It’s a buying mechanism. It’s how a nervous CMO turns a vague threat into a line item. It’s how procurement understands why last year’s SEO retainer isn’t automatically the answer to this year’s generative search problem.

If GEO is “just SEO,” it gets dragged into the existing SEO budget. And most SEO budgets are already fighting for oxygen. So the industry’s grand commercial plan is this: take a new interface, a new buyer behavior, a new measurement problem, and a new competitive surface, then hide it inside the same budget clients were already reluctant to increase.

That’s commercial self-sabotage.

Call it GEO, AI search visibility, or SEO evolved. The exact label matters less than creating a commercially legible category. Once a category has a name, it can have a brief. Once it has a brief, it can have a budget, a team, a process, a dashboard, and a target.

Kill the name, and you don’t protect SEO. You shrink the market it should’ve owned.

A better way to frame the shift

There’s a simple way out of this mess.

Call GEO “SEO evolved” if that helps. Call it “SEO rebranded for generative search” if that allows people to cross the bridge without losing face. But stop pretending nothing has changed.

Search is becoming generative, and brands need to become easier for AI systems to retrieve, understand, and recommend.

The goal is no longer just to rank. It’s to be recommended. To be:

• Present in the answer.
• Visible in the journey.
• Credible sources.
• Easy to choose when a buyer moves from curiosity to consideration.

That requires SEO skills. It also requires digital PR, brand strategy, technical understanding, measurement, and serious marketing thinking. GEO is SEO growing into the rest of marketing.

The brands that adapt to that shift will earn visibility as search changes. The ones still treating it as a naming debate risk missing the commercial opportunity entirely.