Answer Engine Optimization

Everything follows from passage-level retrieval

Retrieval systems do not consume whole pages. They pull a chunk — a section, a paragraph, a table row — and use it. That single mechanic explains most AEO advice.

It means a passage must be complete on its own. If understanding it requires three earlier sections, it cannot be extracted. It means headings are boundaries, not decoration. And it means a dedicated page for one question beats the same answer buried in a longer article.

Formats that get cited

Question-and-answer pages lead, because the structure maps exactly onto how answers are assembled. Comparison tables follow — labels make each fact unambiguous. Step-by-step instructions cite well for how-to queries, provided the steps do not depend on context elsewhere.

Original data is the strongest format of all. A benchmark or statistic only you publish must be attributed to you, because it exists nowhere else. Definition and glossary pages are an underrated fifth category for the same reason: they answer one narrow thing fully.

Structured data

Schema states facts explicitly instead of leaving them to inference. FAQPage is the highest-leverage type for AEO because it makes question-answer pairing machine-readable. Organization anchors your entity; Review and Person turn proof into facts.

Accuracy beats coverage. Markup describing content a visitor cannot see creates exactly the inconsistency that makes systems hedge — worse than having none.

How to actually write it

Make each H2 a question a buyer would ask, in their words. Answer it in the first one or two sentences beneath. Then elaborate. Then check the section still makes sense with everything else on the page deleted.

Be specific: concrete numbers, dated claims, named tools. Generalities add nothing to an answer and are never the reason a source gets picked.

This is the opposite of narrative marketing copy, where the build-up is the craft. Both can coexist on a site — just not in the same passage.

AEO and SEO together

They share a floor: crawlability, structured data, sensible architecture. Above that they diverge. SEO rewards keyword coverage, link authority, and freshness. AEO rewards self-contained answers, explicit structure, and checkable specifics.

Neither replaces the other, and they need separate measurement — rank reports will not tell you whether a passage is quotable.