When someone asks ChatGPT, Claude, or Perplexity a question, the engine doesn’t hand back ten blue links — it synthesizes one answer, sometimes with two or three sources cited alongside it. Being one of those sources is the new version of ranking #1. Here’s what actually determines whether that happens.
Most AI answer engines work in two stages: retrieval, where the system pulls a shortlist of candidate pages that seem relevant to the question, and synthesis, where the model writes an answer using what it retrieved (or, increasingly, what it already learned during training). To get retrieved, your content has to be crawlable, structured, and unambiguous about what it’s answering. To get selected during synthesis, it has to look more authoritative and more directly on-point than the other candidates the model considered.
AI engines favor content that states its answer plainly, close to the top, before adding nuance. A page that spends three paragraphs building up to the point loses to a page that answers in the first sentence and elaborates after.
A heading that reads like a real question, followed by a direct, complete answer, is exactly the shape these engines are built to extract.
Schema.org markup (FAQPage, HowTo, Organization) gives machines an explicit, unambiguous map of your content instead of making them infer structure from HTML. An llm.txt file — a newer, still-emerging convention — gives AI crawlers a plain-language summary of who you are and what your site covers. Neither is difficult to implement, and both are still rare enough that sites that do have them stand out to the crawlers that look for them.
We recently designed and built the website for the St. Pete Marathon, a destination race in St. Petersburg, Florida. The site was built as a structured content hub from the start — FAQ-rich pages across Course, Training, and About, written to answer real runner questions directly — and it’s already ranking on Google and surfacing in AI search results. That’s the SEO, AEO, and GEO framework applied together, not as three separate projects.
If you want a technical audit of where your own site stands against this framework, that’s the first step in our process.
We’ll audit your site against the SEO, AEO, and GEO framework — free.