There’s a pattern I keep seeing with marketing teams in 2026: they treat GEO as a separate workstream. Someone owns SEO, someone else owns “AI search,” and the two strategies are developed in parallel with minimal overlap.

It’s the wrong mental model — and it’s creating real gaps in visibility.

Why the separation feels intuitive

The instinct makes sense. Google’s traditional ranking algorithm and the retrieval mechanisms behind ChatGPT, Perplexity, or Google’s AI Overviews feel like different systems. One counts backlinks and keyword density. The other seems to read, synthesise, and form opinions.

They are different systems. But the inputs they reward are more aligned than people think.

What GEO actually optimises for

When you strip back how generative systems decide what to surface and cite, you keep landing on the same factors:

  • Authority signals — is this source trusted by other authoritative sources?
  • Entity clarity — does the web agree on who/what this is and what it does?
  • Topical depth — is there genuine expertise behind this content, or is it thin?
  • Structured, parseable content — can a machine understand the structure without guessing?

These are not new signals. They are the same signals that have underpinned high-quality SEO since Google’s Panda and Penguin updates a decade ago.

The difference is that traditional SEO had plenty of shortcuts that still worked — page-level keyword targeting, domain authority accumulation through link schemes, etc. Generative systems close most of those shortcuts, because they’re evaluating content holistically rather than algorithmically.

The practical overlap

Here’s what a well-executed SEO strategy already produces that transfers directly to GEO:

Topical authority clusters — a set of deeply interlinked content covering a topic from multiple angles — are precisely what generative systems draw on when synthesising answers. If you own the topic in Google, you’re building the same asset that earns citations in AI Overviews.

Schema markup and structured data — implemented properly for rich results — makes your content far more parseable for language models that are making sense of your page at inference time.

Brand entity building — creating a consistent, authoritative presence for your brand name and key concepts across the web — is foundational to appearing in knowledge panels on Google and to being recognised as a credible source by LLMs trained on web data.

High-quality backlinks from authoritative sources — still the clearest proxy for trust that both traditional and generative systems use.

Where the strategies actually diverge

There are places where you need to think about GEO specifically:

Conversational query formats. Generative systems handle natural language questions better than they handle keyword fragments. Your content should answer real questions, not just target keyword strings. This is a content strategy shift, not a new technical channel.

Citation patterns. AI Overviews in particular tend to cite sources that directly, concisely answer a specific query — not the most authoritative site overall. Understanding which of your pages are most likely to be citation targets (and optimising their structure accordingly) is worth doing.

Review and mention footprint. LLMs are trained on web data. Your presence in third-party reviews, press mentions, forum discussions, and industry directories contributes to how well language models “know” your brand. This is a distribution play, not purely an SEO one.

The right framing

Think of GEO not as a separate discipline, but as the logical evolution of what good SEO has always been: creating the most credible, useful, well-structured version of your content and ensuring the web reflects that credibility accurately.

If you’ve been doing SEO well for the last five years, you’re not starting from scratch. You’re building on a foundation that transfers better than most people realise.

The teams that will struggle are those who either ignore the shift entirely, or over-rotate into GEO tactics at the expense of the fundamentals that still drive the majority of their organic traffic.

The goal is one coherent strategy that serves both.