The AEO content brief: 7 elements that get you into AI answers
A structural template for content that AI engines can confidently quote. Not a new content type — a tightening of what you already do.
There is no separate "AEO content type." The posts that AI engines cite are the posts humans would call good: clearly scoped, clearly authored, structurally legible, and substantively specific. What's different is that AEO tightens the tolerance. Content that was "fine" for human readers is often invisible to retrievers.
Here is the seven-element brief we use internally. Apply it to the post you're planning next.
1. One question, not three
Scope the post to a single buyer question that can be stated as a sentence. "How do I measure AI visibility?" is scoped. "AEO best practices" is not. Retrievers pull paragraphs by semantic match to a user's prompt — the tighter your post matches one real prompt, the more reliably it shows up for it.
2. A one-sentence answer in the first paragraph
Bury the lede and the model reads past you. State the answer in the first paragraph, then spend the rest of the post earning it. Retrievers score paragraph relevance; the first paragraph carries disproportionate weight.
3. Explicit H-structure that mirrors the answer
H2s are not decoration — they are retrieval anchors. If your post has a list of five reasons, each reason should be an H2 with the point stated in the heading itself ("Because training corpora aren't the same" beats "Reason 3"). The model pulls your headings verbatim into generated responses more often than you'd expect.
4. A named author with a public identity
Bylines with real LinkedIn profiles, author bios with credentials, and consistent authorship across posts all improve citation likelihood. Models are trained to weight provenance. "Anonymous blog post" is a signal; so is "written by someone with a track record."
If your CMS allows anonymous posts, turn that off. Every post should trace to a person.
5. Specifics, not stock phrases
"Leverage AI to drive growth" is noise. "Perplexity cites sources; Claude does not by default" is signal. Retrievers reward distinctive claims because distinctive claims don't collide with a thousand other near-duplicate paragraphs. The more specific your sentence, the more retrievable it becomes.
Run a simple test: could a competitor copy this paragraph with a find-and-replace on the brand name? If yes, it's not specific enough.
6. A comparison, not just an explanation
Almost every high-intent AEO prompt is comparative in shape ("best X for Y," "X vs Y," "alternatives to Z"). Posts that explicitly compare — even to fairly state where competitors win — are retrieved for the comparative prompts you actually care about. Posts that only describe your own approach are retrieved for "what is X" and little else.
7. Structured data
For Gemini and Google AI Overviews specifically, schema.org markup (Article, FAQPage, Organization) materially affects whether your content is surfaced. Adding it costs a few minutes; skipping it is one of the cheapest avoidable mistakes in AEO.
Using this
Before you publish, run the post against the seven elements and write one sentence for each. If you can't, fix it. This isn't a new workflow — it's a five-minute review that catches the handful of things retrievers care about that human editors usually don't.