A researcher on a deadline reaches for the reference book, the comparison table and the FAQ sheet. They do not reach for the company brochure, however handsome it is.
Not because the brochure is bad. Because it does not contain the shape of information they need to extract: a direct comparison, a specific number, a clear definition.
The six formats, and why each one works
| Format | Why it gets retrieved | Example |
|---|---|---|
| Comparison & "alternatives" | Matches the highest-intent question people ask AI: "X versus Y", "alternatives to X". Tables are dense with extractable facts. | "Air freight vs sea freight from Shanghai to Port Klang: cost, transit time and when each makes sense" |
| "Best / top" listicles | Directly answers the shortlist question. AI answering "best X" retrieves lists of X. Also the format most saturated with low-quality content, so quality shows. | "Seven questions to ask a customs broker before you appoint one" |
| Original data & benchmarks | Chapter 10. Unsubstitutable, so it must be cited. | "Port Klang import volumes, 2025: a review of 3,928 declarations" |
| Structured Q&A / FAQ | Question-and-answer pairs are, almost literally, pre-formatted retrieval units. | "Importing into Malaysia: 24 questions we are asked every week" |
| Definitions & glossaries | "What is X" is one of the most common query shapes. A clean definition in the first sentence is trivially quotable. | "What is a Delivery Order, and who issues it?" |
| Step-by-step process guides | Numbered steps are self-contained by construction, and "how do I…" is a huge share of AI questions. | "How to clear an LCL import at Port Klang, step by step" |
Vendor studies consistently rank comparison content, listicles, FAQs and data-driven articles at the top of citation rates, though the specific multipliers they publish (2×, 3.2×, "95% citation rate") are untraceable and should not be repeated. TIER C The ranking is corroborated across sources; the numbers are not.
The one page most businesses are missing
Of the six, the format with the widest gap between value and adoption is the honest comparison page — including comparisons where you do not always win.
Most companies will not write "when you should use a different kind of provider", because it feels like giving away business. But that page answers the exact question a buyer asks an AI at the moment of highest intent, it is the kind of content that gets cited because it reads as informative rather than promotional, and the buyer it sends elsewhere was never going to buy from you anyway. Meanwhile the buyer it keeps arrives already convinced, because you told them the truth first.
What not to build
- Generic explainers of things already explained a thousand times. "What is logistics?" You will never win it, and there is no reason you should.
- Thin AI-generated volume. Publishing two hundred near-identical pages was a bad strategy in 2020 and is a worse one now, because the systems are explicitly built to filter commodity content.
- Pure brochure pages with no facts. Keep them for humans who are already convinced. Do not expect them to be retrieved.
- Gated PDFs. Invisible. If it matters, publish it as a page.
List every page on your site and tag it against the six formats. Most businesses find they have twenty brochure pages and zero of the six. That inventory is your content plan, and it is usually a three-month plan rather than a three-year one.
Write one genuinely honest comparison page covering the choice your buyers actually agonise over — including the cases where the answer is not you.