If your SEO agency or in-house team has told you AI search visibility is "already covered," it's worth checking rather than assuming. Most SEO scopes were written years before ChatGPT, Perplexity or Google AI Overviews existed, and answer engine optimisation (AEO) is a genuinely different discipline. A vague reassurance is easy to give. A specific, checkable answer is harder, and it's the one that actually matters.

Why the gap exists in the first place

Nobody is lying to you, most likely. A 2026 industry survey found that while 89% of brands already appear somewhere in AI search, only 14% of marketers actually track it. Most teams genuinely don't have the reporting to know whether they're covered or not, so "we've got that covered" is often a guess dressed up as reassurance.

The access layer tells a similar story. BuzzStream's analysis of robots.txt files across major news publishers found PerplexityBot blocked by 67% of the sites checked in 2025. Some of that blocking is deliberate. A lot of it is a template default nobody has revisited since AI crawlers existed, sitting quietly in a robots.txt file nobody on the SEO side has been asked to check.

Six questions worth asking before accepting "we've got that covered"

Does their reporting name AI crawlers specifically?

Standard SEO audits focus on Googlebot and Bingbot: sitemaps, robots.txt rules, canonical tags. If GPTBot, PerplexityBot and ClaudeBot never come up by name, nobody is checking whether AI models can actually reach the site.

Do they track citations inside AI answers, not just search rankings?

Keyword position and organic traffic are SEO measures. AEO requires tracking how often a brand is actually mentioned or cited inside ChatGPT, Perplexity and Google AI Overviews. Given the 14% figure above, there's a good chance this simply isn't part of the current package.

Is the content written to be extracted and cited, or just to rank?

A unique title tag and a minimum word count are a bar for avoiding a thin-content penalty, not a strategy for being quoted as a source. AI answer engines respond to FAQ-formatted answers, comparison structures, and original data they can lift directly.

Does the site have structure built for AI, not just for search results?

Most sites carry baseline schema for search - Organization, BreadcrumbList - and little else. One honest caveat here: FAQPage schema specifically is often oversold as a guaranteed fix. Google retired FAQ rich results from search entirely on 7 May 2026, and Ahrefs' controlled test of 1,885 pages that added FAQ schema found the markup itself made little measurable difference to citation rates. What still matters is plainly written, visible question-and-answer content on the page, which every major model can read whether or not schema sits behind it.

When did they last report on AI visibility specifically?

If the honest answer is "never," or there's a pause before answering, that's the gap. Rankings, traffic and backlinks don't show whether a brand appears in AI-generated answers at all.

Ask to see one AI-specific report.

Not a search console screenshot. A report showing citation volume, visibility trend, or ranking inside AI answer engines. If it doesn't exist, the work isn't happening, regardless of what the account team assumes.

Why this isn't a knock on your SEO team

None of this means your SEO provider is doing bad work. Good SEO fundamentals - crawlable architecture, clean technical health, credible backlinks - still matter, and they support AEO rather than compete with it. The issue is scope, not competence: a brief written for ranking in Google was never going to automatically produce FAQ-structured, citable content built for a different retrieval system entirely. Most account teams would tell you the same thing honestly, if asked the right question rather than a vague one.

That's exactly the gap this is built to close. One marketing agency's on-site AEO work moved from zero presence in AI search to being referenced across all eight major LLMs in eight weeks, generating 2,357 citations in a single week and two unsolicited inbound enquiries from global consumer brands, entirely from a small, focused set of content built for that specific purpose. That's not a side effect of good SEO. It's a distinct, trackable discipline, run by someone whose reporting actually names it.

If more than one of the six questions above stalls your current provider, that's less a criticism of them and more a sign the AI visibility work isn't being run by anyone specifically. A short discovery call is usually enough to tell you exactly where you stand.

A few common follow-up questions

Should I fire my SEO agency over this?

No. Most SEO teams are good at SEO. The fix is usually adding a specialist alongside them, not replacing anyone.

Can my existing agency just add AEO to their scope?

Sometimes, if they're willing to build genuinely new reporting and content standards rather than relabel existing SEO work. Worth asking directly whether they'd be building something new or just renaming what already exists.

How do I know if this is actually worth doing for my business?

Start with the last question above. Ask to see one AI-specific report from your current provider. If it doesn't exist, that's your answer.