AEO Checklist: How B2B Websites Get Cited by AI

What is AEO?

AEO, or Answer Engine Optimisation, is the technique of optimising your website’s content and structure so that AI assistants, chatbots and virtual assistants can extract information from it and present it as a direct answer. It is also referred to as generative engine optimisation (GEO) or AI search optimisation.

Before you check whether your website is AEO-optimised, it helps to understand how answer engines work.

Why is AEO necessary for B2B enterprises?

Your potential customers now use AI assistants before they contact your company or your point of contact. They ask the assistant to compare and contrast every competitor in your field, and they often shortlist vendors from that answer alone.

That makes it essential that AI assistants and answer engines list you among the top options. If your website isn’t optimised for AEO, the chances of being missing from those shortlists rise sharply, and your B2B lead generation suffers before your sales team knows a buyer exists.

How does AEO work?

Take a buyer who asks a chatbot to list the top 10 companies in the space tech industry.

In traditional SEO, a page that matches the query “top 10 space tech companies” and has strong relevance, backlinks and authority can rank for that search. In AEO, the AI tries to understand the context across web pages. It looks for evidence that your company is an authority in that specific industry: clear descriptions of what you do, consistent mentions across trusted sources, reviews, case studies and well-structured content that answers the question directly.

In short, AEO helps AI models decide whether your brand deserves to be named.

How do you get cited by AI models?

There is no single optimisation technique that guarantees citation by an AI model. Instead, websites should provide information in a form that is accessible, clearly structured, contextually relevant, and supported by credible evidence.

The process should begin with understanding the questions potential customers ask. Conventional keyword research can identify search demand, but AEO research should also consider the language used by buyers when describing problems, evaluating solutions, and comparing providers. These questions can then inform page headings, explanatory sections, FAQs, and supporting content.

Answers should be sufficiently specific to establish the subject, context, and relevance of the information

How do you structure page content for better AEO results?

Q&A structure

Use genuine buyer questions as headings and provide a direct answer immediately below them.

In-depth explanations with natural keywords

After the initial brief of 40 – 60 character, answer the question with sufficient depth to establish topical relevance and expertise.

FAQ sections

FAQ sections can address specific questions that are relevant to prospective customers but do not require an extensive standalone section. While making an FAQ section, make sure that the content in standalone section is not getting duplicated

Clean heading hierarchy

A logical H1, H2, and H3 hierarchy establishes the relationship between different topics on a page. Descriptive headings provide greater context than generic labels.

Lists, tables, and short paragraphs

Information should be presented in the format most appropriate to its purpose.

Lists are effective for steps, features, requirements, and criteria. Tables are useful for comparisons. Short paragraphs improve readability when explaining detailed subjects.

These formats also establish clearer relationships between individual pieces of information, making content easier to interpret.

Structured data/schema

Structured data provides search engines with additional information about the entities and content represented on a page. Schema should accurately reflect visible page content and should complement, rather than replace, a well-structured content strategy.

Entity clarity

This information should remain consistent across the company’s website, LinkedIn profile, industry directories, reviews, publications, and other credible sources.

Expertise, authorship, and freshness

AEO is not solely a technical exercise. The underlying content must provide credible and useful information. Publication and update dates should also be used where they provide meaningful context about the currency of the information.

Plain HTML and crawler access

Important website content should be accessible to search engines and relevant AI crawlers. AI crawlers may include systems such as GPTBot, ClaudeBot, and PerplexityBot. Their behaviour and access requirements can change, so crawler access should be considered as part of an ongoing technical SEO strategy.

Third-party credibility

Consistent references from credible sources can strengthen the overall understanding of an organisation and its expertise. For B2B enterprises operating in specialised sectors, these external signals can be particularly important in establishing authority.

What are the design trade-offs when optimising for AEO?

A page built entirely around AEO structure can take a serious hit on design. Pages dominated by Q&A blocks, long lists and rigid templates can feel flat, repetitive and indistinguishable from competitors. That is a real risk for an enterprise brand that depends on trust and differentiation.

The answer is balance. Your website needs enough content and structure to be understood and cited by AI, and enough design personality to stay memorable. Ultimately, websites are built for humans as well as bots. The buyer who clicks through after seeing your name in an AI answer still needs an experience that proves you are who the answer said you were.

The best approach is to design the structure and the experience together

Quick AEO checklist

AI crawler access
Relevant AI crawlers and search engines can access important content.

HTML content
Core information is available in crawlable HTML.

Indexation
XML sitemap is current and important pages are indexable.

Content structure
Pages use relevant question-led headings and direct answers.

Structured data
Relevant Organization, Service, Product, Article, or FAQPage schema is implemented.

Heading hierarchy and internal linking
Content relationships are clearly established through headings and internal links.

Expertise and freshness
Relevant authorship, credentials, evidence, and update information are provided.

Entity consistency
Company information is consistent across the website and credible external sources.

Performance
Pages maintain strong performance, accessibility, and responsive behaviour.

AI visibility testing
AI assistants are periodically tested using relevant B2B buyer questions.

Ready to find out if AI can find you?

Supercode helps B2B enterprises become discoverable without becoming forgettable. Our AEO and website audit reviews your crawlability, content structure, schema, entity signals and performance, and shows you where AI assistants are and aren’t picking you up.

Our design philosophy is simple: structure and creativity should not compete. We design and develop high-experience, custom B2B websites from scratch, with AEO and SEO built into the architecture from day one, so your site is easy for AI to understand and impossible for buyers to mistake for anyone else’s.

Talk to Supercode for an AEO audit and a website built to be cited and remembered.