The problem is that this pressure is pushing brands toward the same mistake they’ve been making for fifteen years. They’re renting space on someone else’s platform instead of building something that lasts.
GEO matters. But it’s not a strategy. It’s a tactic masquerading as one. And if you’re betting your future on it alone, you’re about to learn an expensive lesson.
Why GEO Is Just Another Lease
Generative engine optimization sounds straightforward: clean up your content, sharpen your headings, structure your data for LLMs so AI systems surface your brand. McKinsey’s research backs up the urgency. But here’s what their own data reveals: brands should understand how AI traffic actually converts on retail sites, and what percentage of that traffic comes from owned sources versus everything else.
McKinsey found that a brand’s owned content makes up only 5 to 10 percent of what AI search actually references. The rest comes from affiliates, user-generated content, publishers, and sources you have zero control over. So your GEO optimization play is tinkering at the margins of something you don’t own.
This is the same model that failed HubSpot. They built one of the most sophisticated content operations in the industry. They dominated SEO for years. Then Google changed how it surfaces results, and their search traffic fell off a cliff. They were renting. When the landlord renovated, they lost their apartment.
The lease always changes. And when it does, you start from zero.
The Web Is Fighting Back Against AI Scraping
There’s a second problem nobody selling GEO is mentioning. Independent developers have created tools specifically designed to corrupt AI training data. Tools with names like Nepenthes and Iocaine trap AI crawlers in loops of garbage data, wasting resources and poisoning their models.
One developer reported eliminating 94 percent of bot traffic to his site the day he deployed one. Cloudflare and other companies now sell commercial anti-scraping tools at scale. The resistance has become a business.
Publishers are also growing increasingly hostile to being scraped without compensation. The signal-to-noise ratio in LLM training data is deteriorating. Any strategy built entirely on AI systems accurately surfacing your content is betting on a supply chain with an active sabotage problem.
GEO consultants aren’t pricing in this risk. You should.
What Owned Media Actually Looks Like
The alternative isn’t complicated. It’s just harder than buying a GEO package.
Discoverability isn’t the end goal. It’s a byproduct of building something worth finding. There’s a real difference between renting attention through algorithms you don’t control and building owned media infrastructure that creates direct relationships with audiences.
Red Bull Media House is the most extreme example. A beverage company became a legitimate media operation. The audience relationship they built doesn’t reset every time an algorithm changes. That’s the entire point of the investment.
Brands doing this right create content tailored to how people actually search on each platform. They think about what users are trying to accomplish. They choose the format that serves that moment. Their SEO and GEO improve as a side effect of being genuinely useful.
Useful first. Optimized second. Not the other way around.
The Agentic Future Already Failed Once
Most GEO pitches build toward a future where AI agents make purchase decisions on behalf of consumers. McKinsey’s research encourages this vision. But it’s worth looking at what actually happened when OpenAI tried to build it.
In September 2025, OpenAI launched Instant Checkout. Users could buy products directly inside ChatGPT. Shopify and Etsy were launch partners. Users flooded in to research products. Almost none of them completed a purchase there.
Out of millions of Shopify merchants, only a small fraction of eligible merchants went live with the integration. By early 2026, OpenAI pulled the checkout feature back and routed transactions to retailer apps instead.
The agentic shopping future collided with human behavior and lost. People used AI to get smarter about what to buy. Then they went somewhere they trusted to actually buy it.
That single fact contains the entire argument. Brands that survive AI-mediated discovery will be the ones that already built trust and direct relationships. Not because of optimization scores. Because they earned it.
How to Build Instead of Rent
Start by identifying where your audience already gathers. Reddit. Discord. YouTube. LinkedIn. Email lists. Places you can reach people directly without paying a platform for access.
Create content that answers the questions they’re actually asking. Not because an algorithm will reward you. Because they’ll remember you when they need something.
Build an email list. Start a community. Produce a podcast or video series that people subscribe to. Create something that makes people choose you first, before they ever ask an AI what to do.
This takes longer than buying GEO. It costs more than a consultant’s engagement. But it builds equity that doesn’t evaporate when the algorithm changes.
No amount of schema markup builds trust. No weekly GEO audit builds relationships. Those are maintenance tasks. Infrastructure is something different.
What Happens When You Keep Renting
The landlord keeps raising the rent. Search algorithm changes accelerate. New platforms emerge. New rules get written. And your optimization playbook becomes obsolete again.
You can chase every new optimization tactic forever. Or you can spend that energy building something that compounds over time.
Owned media doesn’t depend on an algorithm. It doesn’t disappear when a platform changes its terms. It doesn’t evaporate when an AI training method shifts.
The brands that will thrive aren’t the ones that optimized fastest for the current platform. They’re the ones that stopped renting and started building.
The Real Cost of Staying Rented
Renting looks cheap in the short term. You pay an agency. They optimize your content. Traffic goes up. You get a few conversions.
But every time the landlord changes the lease, you start over. You pay again. You optimize again. You chase the same results on a different platform with different rules.
That cycle never ends. It just gets faster and more expensive.
Building owned media looks slow at first. Nothing happens for three months. Six months. Then it compounds. Your email list grows. Your community deepens. Your content starts circulating without algorithms pushing it.
You’re no longer dependent on a single platform’s goodwill.
FAQs
Is GEO a complete waste of time?
No. GEO is a valid tactic for the platforms where your audience currently searches. The mistake is treating it like a strategy instead of a tactic. Use it alongside owned media, not instead of it.
How long does it take to build owned media?
Most brands see meaningful results within 6 to 12 months. Email lists grow slowly. Communities take time to develop. But once they do, they become your most valuable asset because you own the relationship directly.
Can I do both GEO and owned media at the same time?
Yes. In fact, you should. Owned media strengthens your brand authority, which makes GEO more effective. The key is allocating enough resources to both instead of choosing one.
What happens to my AI search traffic if I don’t optimize for GEO?
You’ll get less direct traffic from AI-powered search results. But if you’ve built a strong owned audience, that matters less because people come to you directly. You’re not entirely dependent on the algorithm’s discretion.
Where should I start if I have no owned media?
Start with email. Build a simple newsletter, offer something valuable in exchange for signups, and send consistently. Email is the most owned channel because nobody can change your access to your list. From there, expand to community or content platforms you control.
