For years, marketers believed the formula was simple: more content, more schema, more SEO, and eventually you'd win.
Now Google is telling everyone to stop.
On May 15, 2026, Google published its first official guide to optimizing for AI Search — "Optimizing your website for generative AI features on Google Search" — housed in Google Search Central, right alongside the SEO Starter Guide it has maintained for years. That placement matters. This isn't a blog post or a conference soundbite. It's Google's position, on the record, in official documentation.
And the guide warns against almost everything the content mill industry has been selling: publishing dozens of similar articles, over-focusing on structured data, chasing inauthentic mentions, creating llms.txt files, "chunking" content for AI. Google names these tactics directly and dismisses them.
Instead, the guide keeps coming back to one phrase: non-commodity content.
What Google Actually Means by "Commodity Content"
Google's own example is worth sitting with.
Commodity content looks like "7 Tips for First-Time Homebuyers." It's based on common knowledge. It could have been written by anyone. It adds nothing a generative AI model couldn't produce in seconds — because, frankly, a generative AI model did produce most of it.
Non-commodity content looks like "Why We Waived the Inspection & Saved Money: A Look Inside the Sewer Line." That article can only be written by one person: the person who was standing in that basement, making that decision, living with that outcome.
Here's why this distinction now decides who gets cited and who disappears. Google's AI features — AI Overviews and AI Mode — run on retrieval-augmented generation. The AI doesn't invent answers; it retrieves indexed pages and synthesizes a response from them. When the system pulls sources, it's choosing between your page and thousands of others. If your content says the same thing as everyone else's, AI has no reason to cite you.
Neither does Google.
The problem is that most companies don't realize how much of their content has become a commodity. It's optimized for keywords, technically clean, properly structured — and it adds nothing new. No original data. No unique insight. No firsthand expertise. It's a summary of summaries.
What Non-Commodity Content Looks Like in the Real World
This is where I want to get practical, because "create unique content" sounds like advice until you see what it actually means for a real business.
At 316 Strategy Group, this has been our approach long before Google put it in writing. Every client we work with has experiences that exist nowhere else on the internet. Our job is to find them and get them published.
When we write for a soap maker, we don't write "10 Benefits of Handmade Soap." We write from his perspective — his experience with different scents, why one essential oil holds up in cold process and another fades in three weeks, what he's learned about bar sizes and packaging from thousands of customer conversations. No AI model can generate that, because it only exists in his hands and his head
When we write for a BBQ pitmaster, it's his unique perspective on the competition circuit — specific comps he's cooked, what he's learned about different woods and fuels, the rubs and seasonings he's tested and abandoned and why. That's not "The Best Wood for Smoking Brisket." That's a documented body of firsthand experience.
When we write about hardscapes for a landscaping client, we give a perspective that literally could not be written by anyone else on the internet — because they weren't there when our client installed that outdoor living area. The site conditions, the material decisions, the problem that showed up halfway through the build and how the crew solved it. That's the sewer line story, told in pavers.
The same is true for an aesthetics practice, where the provider can discuss what she's actually noticed across different types of patients — patterns that only emerge after years of treatments. Or a pickleball club owner writing about his most recent tournament experience in Provo, Utah. He was there. The internet wasn't.
Every business has this material. Most of it never gets written down, because the owner assumes it's ordinary. It isn't. It's the only content they own that no competitor — and no AI — can replicate.
"But I Thought AEO and GEO Were the New Thing?"
Here's the part of Google's guide that surprised some people: Google says that from its perspective, optimizing for generative AI search is still SEO. AEO and GEO aren't separate disciplines with separate tricks — the same crawlable, credible, genuinely useful pages that rank in classic Search are what surface in AI Overviews and AI Mode.
I agree with Google — and I'd add a caveat.
Google is right that the hacks being sold under the AEO/GEO banner are noise. If someone is charging you a retainer for llms.txt files, content chunking, and AI-specific schema, Google just told you in official documentation that you're paying for nothing.
But visibility in AI answers is still a real outcome that businesses need to measure and pursue — and Google's guide only speaks for Google. ChatGPT, Perplexity, and Claude surface information their own way, and independent research consistently shows that authentic off-site visibility and genuine third-party mentions influence whether AI systems find and cite you. Real participation in your industry — reviews, features, publications, community — isn't a hack. It's distribution. The line Google is drawing is between manufactured signals and earned ones.
We measure this for ourselves, not just for clients. When we ran an AI visibility audit on 316 in July 2026, we showed up across ChatGPT, Gemini, Perplexity, and Google AI Mode for our category in Omaha — ranked first on three of the four. Not because of a hack. Because the substance was there to find.
The through line across every platform is the same: substance wins. You can't fake your way into being a source worth citing.
The Irony of the AI Era
Here's what I find almost poetic about this moment.
The easier AI makes it to produce content, the more valuable actual experience becomes. Production is now cheap. Perspective is expensive. The internet is drowning in articles that could have originated from anyone — which means the articles that could only have originated from you stand out more than they ever have.
Google explicitly says that creating unique, compelling content will influence your visibility in generative AI search more than anything else in its guide. Not schema. Not hacks. Not volume.
Your experience is the moat.
What to Do With This
Audit your content and ask one brutal question of every page: could a competitor — or ChatGPT — have written this? If yes, it's a commodity, and it's invisible.
Then start capturing what only your business knows. The job that went sideways and how you fixed it. The pattern you've noticed across hundreds of customers. The product decision you got wrong before you got it right. The tournament, the install, the treatment room, the smoker at 4 a.m.
That's the content Google just told the entire internet it wants. Most of your competitors won't do the work to produce it, because it's harder than prompting an AI for another listicle.
That's exactly why it wins.
Interested in learning more about non-commodity content? Contact a 316 team member to learn more.
Joseph Kenney is the President of 316 Strategy Group, an Omaha-based business growth and strategy firm helping businesses build visibility in traditional search and AI-driven answer engines.
- Google Finally Said the Quiet Part Out Loud: Your Content Is a Commodity - July 15, 2026
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- Google Just Handed Omaha Small Businesses an AI Assistant for Their Business Profile. Here’s What It Actually Does — and Where It Falls Short. - July 6, 2026