Key Takeaways
- AEO describes work intended to make useful information easier to find and reference; it is not a guaranteed citation mechanism.
- Google's AI search features do not require a special schema or a separate AI text file.
- Record citations, referral visits and business enquiries separately.
Answer engine optimisation, often shortened to AEO, is a label for improving how a business's information can be found and used in answer-led search experiences. It should begin with accurate, useful public pages, not a promise that adding a particular file or heading format will make ChatGPT or Google recommend you.
This guide explains the practical work and its limits. It does not claim that different AI products use one shared ranking formula or that a fixed timetable produces citations.
Start with what Google actually documents
Google's AI features and your website guidance says established SEO practices remain relevant to AI Overviews and AI Mode. Supporting links need eligible indexed content that can appear with a snippet. There is no special AI schema or additional machine-readable file required, and eligibility does not guarantee appearance.
Do not generalise those Google requirements into a claim about every other provider. Products, retrieval methods and settings differ. Check the relevant provider's current documentation before changing crawler controls, especially if the site contains private or licensed material.
Improve a page that answers a real buying question
Choose an existing page with a clear purpose and recorded demand where available. Answer the main question directly, then explain scope, exceptions and evidence. Do not split one answer into several near-identical articles simply to target variations of the same phrase.
For example, a website-pricing guide becomes more useful when it identifies whose prices are shown, what is included and which costs are separate. Our UK website cost guide uses MattDarm's published packages rather than pretending they are a national average.
Use descriptive headings and readable tables where they help the reader. A question heading is not a citation trigger, and adding FAQs to every page is not a substitute for answering the actual question.
Make evidence traceable
Explain whether an example is a delivered project, a hypothetical calculation or a measured result. Include the relevant period and method for a performance claim, and obtain permission before using client information. Remove claims you cannot substantiate instead of surrounding them with more confident wording.
The De Novo Solutions delivery notes distinguish the WordPress and React contribution and the agency collaboration. The Linnaean Shopify project describes a bounded contribution, not ownership of the whole ecommerce operation. That precision is useful to buyers regardless of whether an AI system cites the page.
Original material can include a documented implementation decision, a practical checklist or a transparent test. It does not need to be a fabricated industry survey. Label a small internal test as such rather than turning it into a universal benchmark.
Keep discovery and identity clear
Link related explanations to the relevant service page and to one another where the next question is useful. Keep navigation crawlable, important text available and canonical URLs intentional. Use structured data only when it accurately describes visible content; it does not override weak or inaccessible information.
Keep public business details accurate, while allowing legitimate differences between a trading name and a legal entity. Do not rename a business or create extra profiles merely to force every mention into identical keywords. The Google Business Profile guide explains genuine location and naming considerations.
Measure without confusing citations with customers
Keep a small repeatable set of relevant questions if you monitor AI answers. Record the date, product, settings, question and cited URL where visible. A manual sample is not the entire market and may change between runs; a missing citation in one answer is not proof of a site penalty.
Report observed mentions and citations separately from referral visits and qualified enquiries. Do not sum overlapping tool estimates or assume an unlinked mention produced a sale. The campaign measurement guide helps keep the business outcome distinct from visibility.
Prioritise the underlying website
If an important page is excluded from Google's index, investigate access, canonical selection, discovery and content usefulness before buying another AI-visibility score. Retain useful existing URLs, correct unsupported claims and improve relevant links. There is no guaranteed number of weeks until Google or an AI provider includes a page.
MattDarm's SEO service can review these foundations alongside commercial content. Send the page and the customer question. We will start with evidence and a proportionate improvement plan, not a guaranteed citation package.
Frequently Asked Questions
Does AEO replace normal SEO?
No. Accurate content, accessible pages and useful navigation remain important. AEO is a way of discussing answer-led discovery, not a replacement for the website's search foundations.
Will special schema or an AI text file guarantee citations?
No. Google's guidance does not require a special AI schema or extra AI file. Other providers should be checked individually, and none of these additions establishes a guaranteed citation outcome.
How quickly should we expect AI citations?
There is no reliable universal timetable. Track observed appearances and business outcomes with the method and limitations recorded; do not promise a fixed result after a set number of months.
