Leah MessengerStop ordering AI as side dish. Instead, you wanted AI embedded throughout your content menu to create the tastiest experience for you AND your customers.
If you're working in marketing, you've probably noticed that any conversation around artificial intelligence circles back to content generation.
And sure—AI can produce content faster than you, faster than me, faster than your whole team combined.
But do we see any real impact from AI-generated content? For most teams, the answer is nope. Zilch.
This is what happens when AI is just an add-on—or a side dish—in your tech stack. 🍟
Right now, most marketing teams are bolting AI onto their stack. You'll probably be familiar with AI being seen as a writing assistant here, a disconnected chatbot there, a standalone optimization tool somewhere else.
It looks innovative on the surface, it demos well, and it definitely generates a lot of excitement internally.
But now it's more normalized—more talked about and used in our day-to-days—we've started to look behind the scenes... under the hood.
The 'time saved' with writing or creating content (yes, you know the thing everyone always talks about with AI) is swallowed by:
So here's what we're saying: Adding AI on top of your CMS isn't a transformation, it's just decoration. And decoration does not drive outcomes or real impact for marketing and digital teams like yours.
With everyone focused on how fast AI produces content, the immediate next obsession was (and often, still is) how much content is can produce in a set amount of time.
And with an obsession like that, along with everyone having access to horizontal AI tools like ChatGPT, Claude, and Gemini, the internet fills up fast.
The results haven't been pretty.
We've got an overwhelming amount of content, way less differentiation between brands, quality gone out the window, and very little strategic alignment going on.
Content inflation is very real, and (you're not going to like this bit) it's expensive too.
Without orchestration, AI is just creating:
And if we're sticking with the menu metaphor*: It's not about having the most plates on the table, it's about the dining experience as a whole.
*Tell us you're hungry without telling us you're hungry lol.
When AI is treated as a feature, it operates in silos. And do we like silos? No 👏 we 👏 don't 👏.
Instead, if you really want to change how marketing works, you need to treat AI as infrastructure.
That requires:
But here comes a problem that a bunch of teams face. Not all CMS are built for intelligent orchestration.
Check out the almighty GEO recommendation agent that claims back your brand's search visibility.
There's a difference between using AI to create content and using AI to manage the entire content lifecycle. And one definitely sounds better, right?
Because the future isn't about generating more assets. As we've already mentioned, we should all be more focused on being intentional and considering outcomes.
You now need to think about:
☝️ And all that? That needs AI to be embedded across your content lifecycle—from planning, creation and delivery, through to experimentation and optimization.
In other words, AI has to be the whole system..not just a tool.
The very best restaurants don't compete on how fast they can cook. What they absolutely do compete on are taste, experience, consistency, and reputation.
And marketing leadership should be mirroring that within their teams and processes. After all, speed is operational, but being memorable is strategic.
Too many marketing teams are optimizing for operational speed—more blogs, more landing pages, more campaigns, more variants of personalization. But "more" isn't a strategy.
We want to move from fragmented AI experiments to a connected system where every single piece of content has purpose; every asset accountable to outcomes.
Fragmented AI = plug-ins. Smooth AI system = full infrastructure.
With a platform like Optimizely Content Management System, AI isn't a tab you open when you need copy. It's embedded into how content is governed, approved, delivered, tested, optimized, and continuously improved.
That means a few things:
In a world where everyone has access to the same generative tools, your competitive advantage doesn't come from using AI. It comes from how intentionally you integrate it. This is where real differentiation (and real outcomes) begin.
We're moving beyond automation and into full operational efficiency. 😎
See what Optimizely Content Management System can do for you.