The world of content is in the midst of a seismic shift, driven by the transformative power of artificial intelligence (AI). Constellation Research analysts Ray “Ray” Wang and Liz Miller deep-dive into the monumental changes brought by large language models (LLMs) to the ways we create, consume, and optimize content. If you’re a brand, a content creator, or anyone invested in the digital landscape, this breakdown gives you actionable insights to thrive in this new AI era.
The Game-Changing Role of Content
Liz opens by cutting straight to the point: “Content in the age of AI is fundamentally changing. Right? Because it's not only feeding our experiences, our engagements, it's feeding LLM answers.” Let that sink in—content today doesn’t just engage users on websites or social platforms; it directly impacts what AI models are trained and optimized to deliver. Content is no longer passive. Instead, it actively shapes answers generated by LLMs like ChatGPT, Google Gemini, or other AI-driven tools.
This evolution means that the importance of content has magnified exponentially. The way you craft your narratives, keywords, and overall messaging doesn’t just affect human audiences—it influences AI responses, which increasingly dictate user behavior.
A World of Scale: Exponential Production and Consumption
Ray elaborates on the enormity of what these models bring to the table: “You're both a content producer and a content consumer, but I'll do this at 10x, 100x, 1000x scale because that's what the LLMs are gonna be doing.”
AI operates on a mind-boggling scale—producing and consuming content at rates we’ve never seen before. For brands, this opens up profound implications. Whether you realize it or not, your content can now be optimized, replicated, and expanded at massive scales, often without direct human intervention. What you produce today might inform answers across millions of AI interactions tomorrow.
Challenge Ahead: With such an unprecedented scale, questions of authority and ranking take center stage. If every brand is creating thousands upon thousands of pieces of content optimized for AI, what determines visibility and credibility?
The Growing Anxiety Among Brands
As exciting as it is, Liz acknowledges the flip side: “People are starting to freak out about it already. You're starting to see things like, Why does ChatGPT show up in my traffic all of a sudden? Why are all the bots starting to answer things differently?”
The explosion of AI usage adds to brand concerns of visibility and influence. Why is AI favoring one answer over another? How do these bots interact with our content? For businesses, it means asking more complex questions:
- How do we ensure our content influences AI-generated responses?
- Are bots accurately understanding our brand essence and messaging?
- How do we avoid being drowned out by poorly optimized or generic answers fed into LLMs?
These are critical challenges brands must address in the evolving AI environment.
New Optimization Strategies: GEO and Visibility
Liz introduces a strategy that feels groundbreaking yet inevitable: “That's when you're gonna start to look for things like GEO or generative engine optimization… But you're also gonna look for things like AI visibility and LLM visibility.”
Let’s pause to unpack this. GEO—short for Generative Engine Optimization—may soon become a fundamental approach for brands. Much like SEO (Search Engine Optimization), GEO focuses specifically on ensuring content reaches and resonates within generative AI models. This isn’t just about appearing in search engines; it’s about helping your content surface prominently in AI-driven interactions.
Liz further discusses the importance of concepts like "AI visibility" and "LLM visibility." These ideas extend traditional optimization methods into the AI realm, where brands must consider:
- How crawlable is your content for AI algorithms like OpenAI's?
- Are LLMs interpreting your intent correctly?
- Does your content "answer" user queries better than competitors'?
Tools to Lead the Way
Thankfully, brands aren’t being left to navigate this uncharted territory alone. Liz pointed out an incredible advancement to help: “The newly released Adobe LLM Optimizer… is now generally available. But this is really a tool that, if you are on AEM, guess what? You've got it. Go check it out.”
Adobe LLM Optimizer is poised to play a pivotal role. If you’re using Adobe Experience Manager (AEM), this tool is a must-check-out resource. It provides critical insights into how LLMs view, crawl, and interpret your content—and helps guide adjustments to maximize visibility in generative AI responses.
This marks the beginning of an era where tools like Adobe Optimizer will become essential for brands aiming to outpace their competitors in AI-powered ecosystems.
Why This Moment is the Most Exciting Time
Ray closes the discussion with a refreshing burst of optimism: “We are living in the most exciting time. It was boring before when just one search engine dominated.”
In his view, the emergence of an AI-driven world means all bets are off. Gone are the days when a single search engine (read: Google) dictated the rules of engagement. Today, the playground is more dynamic, more complex, and, frankly, more exhilarating. If you’re ready to embrace change, there’s opportunity everywhere—whether you’re a small creator or a global brand.
But the excitement comes with a challenge: staying ahead of the curve. AI isn’t waiting for anyone to adapt. It’s moving fast, and those who understand its implications first will reap the rewards.
Actionable Takeaways
- Rethink Content Strategies: Your content doesn’t just serve human audiences—it now directly impacts LLM-generated answers. Craft messaging and insights strategically to shape AI responses in your favor.
- Scale with Precision: Embrace the exponential production and consumption power of AI. Build systems to scale your content while retaining authority.
- Prepare for GEO: Generative Engine Optimization could soon dominate the marketing playbook. Invest early in strategies that enhance your visibility in AI-driven ecosystems.
- Explore Tools for LLM Visibility: Technologies like Adobe LLM Optimizer can transform how you cater to AI models. Take time to experiment and integrate such tools into your workflow.
- Keep Up the Pace: Change is constant, and the pace of development is astounding. Stay informed and proactive about emerging trends, tools, and systems shaping the AI landscape.
Why Brands and Creators Should Pay Attention
The conversation between Ray and Liz underscores this singular truth: we’re on the brink of an entirely new digital era. AI isn’t just another technology trend; it’s the force reshaping how humans interact with brands, content, and the world at large.
For businesses, this means adapting. It’s not simply about maintaining a presence but about ensuring your content actively shapes AI interactions. The brands that figure this out first—those who navigate GEO, embrace AI visibility, and leverage emerging tools—will emerge as the leaders in the age of AI-powered content.
In short, if you’re looking for the golden ticket to future-proofing your brand, it lies in understanding and mastering AI’s influence on content creation and consumption. As Ray and Liz reminded us, embrace this transformative moment—it’s about to redefine everything.


