Understand what AI systems actually pull from
Google's AI Overviews draw heavily from indexed web content, much of it the same material that ranks organically. ChatGPT and similar tools may use training data, browsing, or both depending on the product and settings. The common thread is verifiability: AI systems prefer sources they can quote with confidence.
That means your website needs to be crawlable, your key facts need to match what directories and your Google Business Profile say, and your answers need to be specific enough that an algorithm can extract them without guessing. Vague marketing copy rarely gets cited because it does not contain extractable facts.
Write answer-first content
Structure pages around the questions customers ask, not around how you want to describe the company. A heading shaped like the question, followed by a direct paragraph that answers it in plain language, is exactly the format AI systems handle well.
This is not an excuse to publish thin FAQ spam. Each answer should reflect real expertise: what the service involves, who it suits, what affects price, how long it takes, what areas you cover. Depth and specificity beat volume every time.
- Lead with the answer, then explain.
- Use the words customers search, not internal jargon.
- Name towns and services explicitly on location and service pages.
- Keep paragraphs short enough to quote without losing meaning.
Make your business facts machine-readable
Schema markup (JSON-LD on your pages) tells search engines and AI crawlers what type of business you are, where you operate, how to contact you and which services you offer. It does not guarantee a citation, but inconsistent or missing schema makes misquoting more likely.
Equally important is consistency across the web: your business name, address and phone number should match on your site, your Google Business Profile, Yell, Thomson Local and every other directory. AI systems treat contradictions as uncertainty, and uncertainty usually means you get skipped.
Build the authority signals AI systems trust
Citations are not bought; they are earned the same way rankings are. Genuine Google reviews that mention specific services and places, mentions on reputable local directories, helpful blog content that other sites link to, and a Google Business Profile that is complete and actively maintained all contribute.
For local businesses, map pack visibility still matters because it is one signal that Google already trusts your prominence in an area. Strong local SEO and strong AEO are companions, not alternatives.
What to avoid
Several approaches actively hurt your credibility with both humans and AI:
- Publishing AI-generated filler pages with no real expertise behind them.
- Stuffing every page with repetitive FAQ blocks that say nothing specific.
- Claiming awards, stats or results you cannot substantiate.
- Blocking crawlers or serving important content only via JavaScript with nothing in the HTML.
Why clarity beats clever formatting
The businesses that get cited tend to be the ones that would deserve a recommendation anyway. AEO rewards clarity and honesty more than tricks. Formatting helps only when the underlying answer is worth quoting.