AI Engine Optimization (AEO)
AI Engine Optimization (AEO) is the discipline of structuring and delivering content specifically for retrieval, citation, and recommendation by AI engines. These engines power generative tools like Google’s Search Generative Experience (SGE), ChatGPT, Perplexity, Claude, and Bing Copilot—platforms that no longer just rank web pages, but synthesize and serve up direct answers to user queries.
AEO is not just about being found—it’s about being selected by AI as the trusted source.
At Xponent21, we are at the forefront of AEO strategy—designing content ecosystems that speak the language of large language models (LLMs), knowledge graphs, and retrieval-augmented generation (RAG) systems. This category explores the structural, technical, and strategic approaches we use to help brands earn persistent placement in AI outputs, featured summaries, and machine-generated lists.
If your goal is to influence what AI says about your brand—or ensure your expertise becomes part of the answer—AEO is your blueprint. And this is where the leading edge of that strategy lives.

AI SEO and the SaaS Visibility Shift: Preparing for AI-Driven Decision-Makers
June 4, 2025
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Will Melton
On a recent afternoon, a marketing director searches Google for “best subscription management software.” Instead of the usual scroll of blue links, he’s greeted by an AI-generated summary at the top of the page. It lists a few familiar tools with pros and cons, all before the first organic result. Later, he asks ChatGPT the same question and gets an…

From SEO to AEO: The Wake-Up Call Businesses Need to Survive the AI Search Shift
June 4, 2025
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Will Melton
Search engines aren’t gateways anymore. They’re filters—and AI is the one deciding what gets through. It determines what people see when they search, how answers are framed, and which brands stay visible. That shift has made traditional SEO feel slower, less reliable, and harder to measure in real time. If your business isn’t actively working to be recognized across AI-powered…
Xponent21 Launches Full Suite of AI SEO Solutions to Help Brands Dominate AI Summaries and Top Citations
March 18, 2025
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Will Melton
By Xponent21 Team As global search traffic continues to decline and AI-generated summaries reshape the way users receive information, Xponent21 is proud to announce the launch of a full suite of AI SEO solutions built to help brands lead in this rapidly evolving digital landscape. Traditional SEO alone no longer delivers the impact it once did. With Google’s AI Overviews,…
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