The Structured Format AI Engines Prefer

After analysing thousands of pages that get cited by AI engines, a clear pattern emerges. The template breaks down as follows.

1. Question as page title

The page title (and H1) should be the question users actually ask, often verbatim.

2. Direct answer in the first paragraph

The opening paragraph should completely answer the question in one to three sentences. This is the section AI engines extract most often.

3. Supporting detail in clear sections

The body breaks into H2 and H3 sections, each with question or topic headings, each providing self contained information.

4. FAQ section at the bottom

Three to seven additional questions answered briefly, with FAQPage schema.

5. Related links

Internal links to other articles in the same content cluster, demonstrating topical depth.

6. Author and date

Named author with a brief credential, plus published date and last updated date in schema.

Headings are the skeleton AI engines use to navigate your page. They should follow strict logic.

• One H1 per page. The main question or topic.
• H2s for major sections. Each phrased as a question or clear topic.
• H3s for sub points. Used sparingly to organise complex sections.
• No skipping levels. Do not jump from H1 to H4.

Avoid heading bloat. Five to ten H2s on a typical page is plenty. Twenty H2s suggests poor structure.

AI engines extract from both lists and prose. The choice depends on the content.

Use lists when

• The information is genuinely a sequence of distinct items
• Order matters (steps, rankings)
• You want each item to be quotable independently

Use prose when

• You are explaining a concept or building an argument
• Items have important relationships that lists obscure
• The content needs flow and context

Avoid the temptation to bullet point everything. AI engines (and humans) trust well written prose more than lazy bullet lists.

• Long meandering intros that delay the answer for SEO word count. Penalised by AI engines.
• Walls of text with no headings. Hard to extract from.
• Inconsistent formatting across pages. Confuses pattern matching.
• Unclear topic per section. Each section should have one job.
• Heading stuffed with keywords rather than written as natural questions.