There is a lot of confident commentary about AI search at the moment, most of it either predicting the death of SEO or dismissing the change entirely. Neither is right. Here is a more measured view.
What is genuinely changing
Being cited is now distinct from ranking
When a generated summary answers a question directly, being referenced inside that answer is a different outcome from holding position one. The two often coincide, but not always, and they reward slightly different content design.
Extractability matters more
Content that answers a question cleanly in two or three self-contained sentences is easier to quote than an answer buried in the fifth paragraph. This is the core idea behind answer engine optimisation.
Entity clarity is more important
These systems reason about businesses as entities. If your services, locations and positioning are described inconsistently across the web, you increase the chance of being described inaccurately.
What is not changing
Fundamentals still dominate
Traditional organic results still drive the large majority of qualified search discovery for most businesses. Rebuilding your strategy around AI search while neglecting technical health and content quality would be a mistake.
Credibility still wins
Original information, demonstrable expertise and accurate sourcing were already what separated good content from filler. AI-assisted search increases the premium on those qualities rather than replacing them.
What we would treat with scepticism
- Guarantees of inclusion in AI answers. There is no mechanism to buy or force it.
- Precise “AI visibility scores”. These are usually invented metrics with no external validation.
- Anyone claiming to know exactly how these systems select sources. That information is not public.
A sensible way to prepare
Do the things that are defensible on their own merits: structure content so answers come first, keep your business described consistently everywhere, implement accurate structured data, and build genuine topical depth. Every one of those improves conventional search performance too, so none of it is a speculative bet.
We cover this in more depth on our AI SEO and generative engine optimisation pages.