SEO and AEO are now one practice. Stop treating them as two

The fastest way to slow your search practice down is to set up two separate workstreams, one for SEO, one for "AEO" or "GEO", and then watch them fight for the same resources.

They aren't separate. The work, the briefs, the structured data, the entity strategy, it's the same engine, just optimized for two surfaces.

What "one practice" actually looks like

A unified search operating model has four loops, not eight:

1. Topic and entity loop. Decide what you want to be known for, build the authority signals around that, and own a coherent topic cluster. 2. Content loop. Briefs that produce content rankable in Google and quotable in AI answer engines. Same brief, two checks. 3. Technical loop. A crawlable site with clean structured data, feeds both Google's ranking and the AI engines' understanding of you. 4. Measurement loop. One dashboard that tracks classic rankings and AI mentions, side by side. Same team, same review.

If your weekly review covers all four, you're running one practice. If your team has separate stand-ups for "SEO" and "AI search," you're paying twice for the same work.

The handoff problem

Most teams running both end up with a handoff problem: SEO writes the brief, "AEO" reviews it, edits get lost, deadlines slip.

The fix is structural: one brief template, two reviewers built into the same template. Or, better, one operator who's been trained on both.

That's the model most of the companies I work with are converging on. The roles called "SEO Manager" three years ago are quietly becoming "Search Manager", one person, both surfaces.

What this means for your next hire

If you're hiring in 2026, don't post for "AEO Specialist." Post for a Search Lead who can argue with you about both ranking and citation. The pool of people who can do this well is small, but it exists, and it's the only hire that makes sense at most companies' stage.