Something shifted quietly over the past year or so, and a lot of businesses haven’t caught up yet. The way people find information online is changing faster than most marketing strategies can keep pace with, and the old assumptions about what it means to rank well are starting to look a bit shaky.
For the better part of two decades, the goal was straightforward: get your pages ranking on Google, get the clicks, done. SEO was complicated in practice but simple in concept. Now there’s a new layer on top of all that. People are increasingly getting their answers from AI tools, whether that’s ChatGPT, Perplexity, Google’s AI Overviews, or any number of others that have appeared in the last couple of years. And here’s the thing about those tools: they don’t show ten blue links. They give you one answer.
The Shift From Rankings to Recommendations
When someone asks an AI assistant which accountancy software is best for a small UK business, or which agency handles technical SEO well, the model doesn’t return a page of results. It picks something. It synthesises information from across the web and presents a confident-sounding response, usually without showing its working. That’s a very different dynamic to traditional search, and it means the question of whether your brand gets mentioned at all has become genuinely important in a way it wasn’t before.
This is what people are starting to call LLM visibility, meaning how well represented your brand, content, and expertise are in the outputs of large language models. It’s a newer concept than traditional SEO, and honestly the industry is still working out what best practice looks like. But the direction of travel is pretty clear. If AI tools don’t know you exist, or don’t associate you with the right topics, you’re essentially invisible to a growing chunk of how people get information.
For brands that have invested heavily in content and thought leadership, there’s some good news here. A lot of what makes a website authoritative in Google’s eyes also helps with LLM visibility; clear, well-structured content, genuine expertise, mentions and citations from reputable sources. The fundamentals don’t stop, but there are differences, and they matter.
It’s Not Just About Traffic Anymore
One thing worth understanding is that AI tools often answer queries without sending users anywhere. That’s a real challenge. You could be the source an AI is drawing on without getting any traffic credit for it, which is a strange position to be in. It makes the metrics harder to track and the ROI harder to demonstrate to stakeholders who are used to thinking in clicks and conversions.
That said, there’s still value in being the brand that gets referenced. Trust is cumulative. If someone sees your name come up in AI responses across several different queries over time, that builds familiarity and credibility even if they don’t click through immediately. The path from awareness to conversion has always been longer than direct response advertising wants us to believe, and this just adds another layer to that.
There’s a detailed breakdown of why LLM visibility should be part of your digital strategy in 2026 from Click Consult that’s worth reading if you want to get into the specifics of how brands can approach this practically. It covers the technical and strategic side in a way that doesn’t assume you’re already an expert, which is useful.
What Businesses Should Actually Do About It
The most practical starting point is probably an honest audit of your existing content. Is it clear what your business does and who it’s for? Is your expertise actually demonstrated on the page, or just claimed? LLMs tend to pick up on depth and specificity. Thin content that was written primarily for keyword density doesn’t do much for you here.
Getting mentioned and cited by other credible sources still matters a great deal. Digital PR, genuine partnerships, being quoted in trade publications. None of that is new advice, but it takes on fresh relevance when you understand that AI models are essentially learning who the authoritative voices in any given topic area are, and your off-site presence feeds into that picture.
It’s still early days, and anyone who tells you they’ve completely cracked LLM optimisation is probably overselling it. But ignoring the shift entirely isn’t a neutral choice either. The businesses paying attention now are the ones building an advantage that’ll be much harder to close later.
