There’s a divided line in the industry between those who think optimizing for AI is separate from SEO and those who think LLM discovery is just SEO. But, this is an unproductive argument, because whatever you think, LLM inclusion is now part of SEO discovery.

So, let’s just focus on how the search journey works now and where you can find real business value.

To discuss inclusion in LLMs, I invited Patrick Stox to the latest edition of IMHO to find out what he thinks. As product advisor, technical SEO, and brand ambassador at Ahrefs, Patrick has plenty of data to work with and insights into what’s actually working for LLM inclusion right now.

In the face of the AI takeover, Patrick’s take is that Google isn’t going anywhere, and he still thinks human relationships are critical.

You can watch the full interview with Patrick on IMHO below.

Google Isn’t Going Anywhere

With the industry obsessing over ChatGPT, AI Overviews, and AI Mode, it’s easy to assume that traditional search really is dead. However, Patrick was quick to say, “I’m not betting against Google.”

“Google is still everything for most people … Most of the people that are using [LLMs] are tech forward, but the majority of folks are still just Googling things”

Recent Ahrefs data estimated that Google owns an estimated 40% of all traffic to websites, with LLM referrals still a fraction by comparison. Although Google’s share of traffic may be down a couple of percent this year, it still dominates.

After experimenting with ChatGPT and Claude when they first launched, Patrick found himself returning to Google’s AI Mode and Gemini, and thinks others will do the same. “Even I just went back to Google,” he admitted. “I think we’re going to see more of that as they improve their systems.”

Google continues releasing competitive AI innovations, and Patrick predicts these will pull many users back into Google’s ecosystem.

“I’m not betting against Google,” he says. “They’ve got more data than anyone, and they’re still on the bleeding edge.”

The Attribution Problem: LLMs Might Drive Conversions, But We Can’t Prove It

Even though sites are seeing growing referrals from LLMs, establishing attribution to any real value from LLM traffic is a challenge right now. We can talk about brand awareness, but C-Suite is only interested in business value.

Patrick agreed that while you can count mentions and citations in AI answers, that doesn’t easily translate into board-level reporting.

“You can measure how often you’re mentioned versus competitors … but going back to a business, I can’t report on that stuff. It’s all secondary, tertiary metrics.”

For Patrick, revenue and revenue-adjacent metrics still matter. That said, Ahrefs has had some signals from AI search traffic.

“We did track the signups. When I first looked at this data back in July, all the traffic from AI search was half a percent of our traffic total. But at the time, it…


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Last Update: November 25, 2025