AEO content planning: mapping buyer questions

• Sales conversations. The questions buyers ask on calls, in their own words. These are usually more specific than anything a keyword tool returns.
• Support and onboarding. What customers ask after they buy reveals the gaps in what was explained before.
• Search and site queries. What the site's own search box receives, and the queries that already bring visitors to existing pages.
• Comparison questions. How buyers frame a choice between approaches, including the option of doing nothing.

Write the questions in the buyer's phrasing and group them by decision stage: understanding the problem, comparing approaches, choosing a provider, and justifying the choice internally. A map that covers only the last two stages leaves the earlier, longer conversations to someone else.

1. Answer in the first paragraph. Two to four sentences that a reader could take away alone, with no preamble about how important the topic is.
2. Use the question as the heading. The heading should match how the question is asked, not how it is described internally.
3. Then the detail. Sections with specific guidance, examples, and the conditions where the advice does not apply.
4. State limits explicitly. A page that names where its advice stops is more useful than one that implies universal application, and it is harder to misquote.

A summarised answer strips context. Claims that depend on context to be accurate are the ones most likely to become misleading when compressed. Prefer statements that are true as written: what a process involves, what a role owns, what a decision depends on. Avoid percentages and timeframes with no traceable source, and avoid superlatives that cannot be evidenced.

The same discipline applies to describing your own organisation. Credentials, client outcomes, and certifications are only safe to state where they are documented and current; otherwise they become the part of the page most likely to be repeated back incorrectly.

A hub that lists the questions it answers, grouped by stage, gives a reader a route through the topic and gives a machine a clearer picture of what the set covers. Each page should link back to the hub and to two or three neighbours that answer the next question a reader would have.

• Name an owner for each page, not for the library as a whole.
• Record the date each page was last checked against current practice and current product facts.
• Review pages when the offer, the process, or the platform changes, since those are the facts most likely to go stale.
• Retire pages that no longer match the business.

The example below is hypothetical and describes a pattern rather than a client engagement.

• No visibility into why a page is cited. Answer engines rarely explain their sources. Measurement is limited to referral patterns, branded search, and what buyers say.
• Answer-first pages can read abruptly. Some audiences expect narrative. The direct answer still helps, provided the page continues into useful detail rather than stopping there.
• The landscape changes. Guidance about how these systems select sources dates quickly. The planning principles, specificity and supportable claims, change much more slowly.
• Effort competes with direct response. Question pages usually pay back over quarters. Where a business needs enquiries this month, the brief should say so rather than expecting this work to carry it.

Content planning sits inside the Marketing, Media & Digital capability, where the claim, the audience, and the measurement are settled alongside it. The brief that should precede this work is covered in writing a measurable marketing brief.