GEO repeats early SEO patterns as brands race for AI visibility

Google expanded AI Overviews into U.S. search results in May 2024, after introducing Search Generative Experience at Google I/O 2023, turning AI search visibility from a side bet into a live operating problem for marketers. The pattern is uncomfortably familiar: a new surface opens, the quickest operators find gaps, and the market then punishes teams that mistake temporary loopholes for a durable strategy.

Why GEO looks like early SEO again

Google remains the central platform in this market. BrightEdge data puts Google at more than 90% of search market share even as AI search usage grows, which is why AI visibility matters before any one answer engine displaces traditional search. In the same BrightEdge data, ChatGPT grew 21% in the last month, while Perplexity and Gemini remain about one-tenth of ChatGPT’s size.

AI Overviews are one of the biggest shifts in search since featured snippets. Semrush makes the comparison because featured snippets changed both the payoff and the mechanics of SEO. Digital discovery has changed so much that many established marketing playbooks now read like ancient history. The old lesson still applies: early SEO rewarded fast experimentation, but the tactics that worked best in one phase later lost power or attracted penalties.

The mistakes brands are repeating

The most common error is assuming that a standard SEO program will carry straight into AI-generated answers. Good SEO helps, but it does not guarantee visibility in systems that assemble responses differently, reward different signals, and update on a different cadence. That is why the current race is not just about ranking pages well, but about earning brand mentions in AI answers.

The second mistake is chasing vanity metrics instead of durable visibility. Early SEO teams often optimized for the easiest visible wins, then discovered that those gains did not survive platform changes. GEO is attracting the same temptation: loophole chasing, opportunistic content bursts, and tactics built for the current model rather than for the next one. The better question is whether a tactic can survive platform evolution, policy changes, and model updates.

The third mistake is keeping ownership siloed. AI visibility is not only a search issue, and it is not only a content issue. It sits at the intersection of search, brand, PR, and community signals, which means a team that treats GEO as a narrow channel project will miss the broader signal mix that answer systems read.

What the current data says about visibility signals

Ahrefs analyzed 75,000 brands to identify the search factors most likely to influence brand mentions in AI Overviews. It then expanded that work to ChatGPT, AI Mode, and AI Overviews.

That broader reading helps explain why forums, reviews, and authentic user conversations are gaining weight as authority signals. They are evidence that real people discuss a brand, confirm its utility, and reinforce its place in the category. In practice, that makes user-generated content and community conversation part of the visibility stack.

Patagonia and Garmin are examples of brands that benefit from consistent, structured visibility signals. Their brands show up with enough consistency that AI systems can connect the dots across content, product information, and third-party discussion.

What mature GEO actually looks like

The durable approach is less glamorous than the shortcut culture that often surrounds new search features. It starts with credible content that is easy for machines to parse and easy for people to trust. It continues with structured brand signals that stay consistent across owned pages, earned coverage, product documentation, and community discussions.

A mature GEO program usually includes:

• Clear, structured product and category pages that make entities easy to identify
• Consistent naming, messaging, and descriptions across channels
• Earned mentions in reviews, forums, and other authentic discussion spaces
• Coordination between search, PR, content, and brand teams
• Measurement focused on brand mentions and answer visibility, not only clicks

Discovery is shifting from clicks to conversations. AI visibility is becoming a C-suite mandate: the buyer journey is no longer just a series of ranked links, but a stream of synthesized answers that can shape preference before a user ever visits a website.

The market edge is real, but it will not last forever

GEO is still in its gold-rush phase, which gives proactive brands a window of advantage. Relative competition is still low, and the brands that build disciplined visibility systems now can create an early lead. Any advantage built on shortcuts will fade as the market matures.