Sometimes, and we can see more than we could a year ago.
If someone clicks straight from ChatGPT, Gemini, Claude or another AI platform to your website, that visit can usually be identified in your analytics or your CRM. The harder case is when AI shapes the decision without producing the click. Someone reads about your company in an AI answer, searches your name later, and converts through that search instead. Google gets the credit. The answer that started it leaves no trace.
Google Analytics 4 now has an AI Assistant channel that separates traffic arriving from recognized AI assistants, including ChatGPT, Gemini, Claude and Copilot. It sits in the default channel group, so there's no custom setup to do.
HubSpot classifies the same traffic as AI Referrals. For known contacts it can appear as Original or Latest Traffic Source, and the drill-down names the platform. HubSpot's documentation shows a contact whose latest visit came from ChatGPT recorded as Latest Traffic Source: AI Referrals, with chatgpt.com underneath it.
That second part is why the CRM matters more here than analytics on its own. Analytics tells you AI sent traffic. The CRM lets you ask whether the traffic became anything: did those visitors convert, did any of them become customers, can you connect revenue back to them.
Most AEO reporting still leads with visibility: citation counts, prompt appearances, visibility scores. Those numbers matter, because they tell you whether engines are finding and using your content. They don't tell you whether anybody arrived.
Being cited isn't the same as being named. Being named isn't the same as being recommended. And being recommended still isn't the same as somebody visiting your site and becoming a customer.
We see this on our own site. Between March 30th and August 16th, our five most-cited pages were cited 2,430 times across the AI engines and produced one page view between them. Our lawn care page alone was cited 920 times and sent nobody.
That isn't a failure of the content. It's a demonstration that citations and clicks are two separate measurements, and reporting one as though it were the other tells you nothing you can act on.
There's no single AEO number. I look at six things together, roughly in this order.
Visibility. Are you appearing for the questions that matter to your business, not just for any question? Not every prompt is worth the same.
Mentions and recommendations. A citation says an engine used your page as a source. A mention says your company appeared in the answer. If you're cited often and named rarely, that tells you what to work on.
Citations by page. Which pages engines pull from, and which topics they associate with you. That's where they already see authority.
Referral traffic. Which platforms actually send people, where those people land, what they do next.
Leads. Which AI sources create contacts, and which pages those contacts touch on the way.
Revenue. Which of those contacts become customers.
I'd also keep asking customers how they found you. Analytics reports what it can track. People sometimes remember what actually influenced them, and the two answers are not always the same.
I wouldn't run AEO as a separate project. Most of its value is in what it tells you about the rest of your marketing.
If engines consistently pull from certain pages, that says something about where they think your authority sits. If AI-referred visitors land and then immediately go somewhere else, that says something about what people still need after the AI answer already gave them the summary. From there the work gets specific. Maybe the service or location pages need to be stronger. Maybe a high-visibility page has no route into the rest of the site. Maybe people arrive and can't find enough proof to act.
No. It adds a layer.
Google's own guidance on its AI features says the fundamentals haven't changed: pages have to be crawlable, content has to be useful and original, the page experience has to be good, and important information has to be easy for search systems to understand. You still need technical SEO, strong service and location pages, internal linking, reviews and a maintained Google Business Profile.
What changed is the path. Someone meets you in an AI answer, searches the brand later, reads reviews, visits a few pages, then converts. SEO and AEO aren't alternatives to choose between.
Connect your AI referral data to your CRM, so you can see whether those visits turn into contacts. Visibility scores are easy to buy and hard to act on. Knowing which AI-referred visitor became a customer changes what you publish next.
Courtney Hurley Hausel works on digital strategy and growth, including AI visibility and performance measurement for brands like Lawn Doctor.
Curious whether AI engines are recommending your business, and whether any of it turns into customers? That is the part most reporting skips. BKM tracks both.