Every new technology creates a race to figure out the algorithm.
When Google became the dominant search engine, businesses rushed to learn the rules of SEO. Entire industries emerged around keywords, backlinks, metadata, and every other ranking signal marketers could influence. Some of those tactics genuinely improved the web. Others were little more than attempts to game the system. Eventually, Google caught up, rewarding businesses that created genuinely helpful experiences while steadily reducing the effectiveness of shortcuts.
Now we’re watching history repeat itself.
Only this time, the conversation isn’t about SEO. It’s about AEO (Answer Engine Optimization), GEO (Generative Engine Optimization), and how to get your business recommended by ChatGPT, Claude, Gemini, Perplexity, and whatever comes next. Every week there’s a new framework, a new checklist, or a new platform promising to help businesses “optimize for AI.”
Those conversations aren’t wrong. But I do think they’re incomplete.
The question most businesses are asking is, “How do we optimize for AI?” I think the better question is, “How do we become the kind of business AI wants to recommend?”
AI Has Changed the Goal
One of the biggest differences between traditional search engines and today’s AI assistants is the role they play in helping people make decisions.
For decades, Google gave us a list of possibilities. If you searched for the best web design agency in Denver, you were presented with pages of results and expected to decide for yourself which company deserved your attention. Success was measured by earning a click.
AI changes that dynamic. Increasingly, people aren’t asking for a list of options—they’re asking for a recommendation. They want to know which agency to hire, which software to buy, or which restaurant to visit. Instead of acting like a directory, AI acts more like an advisor.
That subtle shift has significant implications for marketers. Ranking well is no longer the finish line. Becoming a business worth recommending is.
Optimization Still Matters. It’s Just Not Enough.
Some people have interpreted the rise of AI search as the end of traditional SEO. I don’t think that’s true at all.
Technical SEO remains incredibly important. A fast website, accessible code, clear information architecture, structured data, and well-written content all help search engines and AI systems understand your business. If AI can’t confidently interpret your website, you’re making its job unnecessarily difficult.
But understanding your business and recommending your business are two different things.
Optimization helps AI understand your business. Reputation gives AI a reason to recommend it.
That distinction matters because it changes where businesses should focus their energy. Technical optimization makes your expertise easier to discover. Reputation is what convinces both people and AI that your expertise is worth trusting in the first place.
Reputation Has Always Been the Real Ranking Factor
Imagine two companies with nearly identical websites. Both load quickly. Both have excellent technical SEO. Both answer common customer questions and publish quality content. On paper, they’re remarkably similar.
Now imagine one of those companies has spent the last decade producing exceptional work, earning glowing client reviews, winning respected industry awards, speaking at conferences, publishing original research, and consistently being recommended by customers and peers.
Which company would you expect AI to recommend?
Most of us instinctively know the answer because it’s the same way we make decisions ourselves. We rarely trust a company based on its website alone. We look for signals that other people trust it too. Reviews, testimonials, media coverage, case studies, referrals, awards, and industry recognition all help us build confidence before making a decision.
AI appears to be doing something remarkably similar. Rather than relying on a single source, it’s synthesizing countless signals from across the web to determine which businesses are credible enough to mention. Your website is certainly one of those signals, but it’s no longer the only one that matters.
This Isn’t an Argument Against AEO
If there’s one takeaway I hope people don’t miss, it’s this: I’m not arguing against AEO or GEO.
Businesses absolutely should think about how AI systems consume their content. They should write clearly, structure information well, publish genuinely useful resources, and continue investing in the technical fundamentals that make their websites easy to understand. Those efforts benefit users, search engines, and AI alike.
What I’m arguing against is the idea that optimization alone creates authority.
You can’t optimize your way into becoming an expert. You can’t optimize your way into customer trust. And you certainly can’t optimize your way into a reputation that doesn’t already exist. Those things are earned through consistently delivering exceptional work over time.
Optimization amplifies credibility. It doesn’t manufacture it.
Where This Is All Headed
No one knows exactly how AI search will evolve over the next five years. The technology is moving too quickly for anyone to make confident predictions. But history gives us a useful lens.
Every major shift in search has eventually rewarded businesses that create genuine value for their customers. While there have always been opportunities to exploit algorithms in the short term, those advantages rarely last. Over time, the companies that consistently rise to the top are usually the ones that have earned trust, built authority, and established a reputation people recognize.
I suspect AI will follow a similar path.
The businesses that succeed won’t simply be the ones with the most sophisticated AEO strategy. They’ll be the ones doing remarkable work, creating ideas worth citing, earning recommendations from real customers, and building brands that people genuinely trust. Technical optimization will absolutely help AI understand why they’re exceptional, but it won’t be the reason they become exceptional in the first place.
That’s why I believe businesses should absolutely invest in AEO. Just don’t let it distract you from the harder—and far more important—work of building a reputation that’s actually worth optimizing.