Google draws a line under the AEO debate
For two years, marketers have argued over whether "answer engine optimization" (AEO) and "generative engine optimization" (GEO) are new disciplines or just rebranded search work. On May 15, 2026, Google offered its first official answer. A new Search Central documentation page titled Optimizing your website for generative AI features on Google Search asks whether SEO is still relevant for generative AI search, and replies: "In short, yes!" 12
The core claim is that Google's AI Overviews and AI Mode are "rooted in our core Search ranking and quality systems," meaning the same index and quality signals that govern traditional results also decide what surfaces in AI answers 1. Industry roundups reduced the guidance to one sentence: from Google Search's perspective, optimizing for generative AI search is optimizing for the search experience, "and thus still SEO." 3
What the guidance changes, and what it doesn't
The accounts largely agree on the framing. Frase argues the discipline hasn't changed, only the surface: the work that earns a citation in an AI answer is the work that earned a blue-link ranking 1. Frase also frames the guidance as a cue to drop AI-specific "hacks" in favor of fundamentals 1.
A post on r/DigitalMarketing calls the page the closest thing to an official rulebook for the AI search era. It says the guide restates existing best practices for an AI context, while the emphasis has shifted toward the kind of content that gets pulled into answers 2. One commenter read it as proof that SEO is evolving rather than dying, with Google rewarding real experience and originality while commodity content becomes easier to replace 2.
That reading fits Google's long-standing messaging, and it is the most useful practical takeaway. If AI Overviews draw on the same ranking systems, then thin pages built to game a summary box are unlikely to outperform pages that already rank on merit.
The caveat: this is Google talking about Google
The sharpest point in the discussion comes from a skeptical reply in the same Reddit thread. The guidance covers AI on Google and says nothing about other generative platforms 2. The commenter also argued that showing up in AI Overviews does not necessarily translate into mentions and citations on other AI tools 2. Frase makes a similar point, describing the guidance as Google-only and saying hot takes have missed that limit 1.
This matters because the headline "AEO is just SEO" is spreading faster than its scope. Google can credibly describe how its own systems pick sources. It cannot speak for ChatGPT, Perplexity, or any other answer engine with its own retrieval pipeline, index partnerships, and citation logic. Anyone who treats Google's documentation as a universal rule for AI visibility is extending it beyond what it claims.
The statement "AEO is still SEO" is therefore accurate and incomplete at once. For Google's AI surfaces, it is close to a direct policy statement. For the rest of the AI search market, it is an open question that Google's documentation does not address.
Context: a busy stretch for Google Search
The guide arrived amid other changes. Google launched its May 2026 core update, the second major algorithm update of the year after a March rollout, and said it could take up to two weeks to complete 3. Search Console also added reporting on multimodal search so marketers can measure how images and visual content contribute to visibility 3.
Taken together, these moves suggest Google wants publishers to see AI features as part of one search system, measured and ranked through familiar tools, rather than as a separate channel that needs its own playbook. That is a reasonable position for Google. It also happens to keep optimization work centered on Google's own ecosystem.
The takeaway
Google's reading should settle one argument: no special formula exists for AI Overviews or AI Mode beyond strong, original content that already performs in search. Teams that spent budget on AI-specific tricks for Google surfaces have reason to redirect it toward fundamentals.
The guidance does not settle the broader question of how to earn visibility across every AI answer engine. Until other platforms publish comparable documentation, or independent data shows how closely their citations track Google rankings, marketers should test those platforms separately. AEO is still SEO on Google. Elsewhere, the guidance offers no evidence either way.
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