Same plumbing.Different scoreboard.
SEO wants a ranked link. AEO wants your name inside the answer. They share about sixty percent of the work, and teams lose the other forty by assuming it's the same job.
SEO competes for a position on a page of ten results. AEO competes to be one of the two or three sources quoted inside a single AI-generated answer. Both need fast, crawlable, well-structured pages. They diverge on how you plan content and on what you measure.
- Ten slots vs three
- Volume vs fanout
- Rank vs citation
Eight places they part ways.
What you're competing for
A ranked position among ten links.
A named mention inside one generated answer.
How much room there is
Ten slots, plus page two. Fifth place still earns clicks.
Two or three cited sources. There is no page two.
How you plan content
Keywords, volume, and difficulty scores.
A buying question and the sub-questions it fans out into.
What good copy does
Holds attention long enough to convert the click.
Puts a specific, attributable claim where a model can lift it.
The role of structured data
Helpful. Wins rich results and better snippets.
Closer to required. It's how a machine parses you with confidence.
Primary metric
Rankings, impressions, organic sessions.
Citation rate across a fixed prompt set, tracked monthly.
Feedback loop
Search Console, weeks behind but reliable.
Your own prompt runs. Nobody hands you this data, you collect it.
Where the traffic lands
A click from a results page.
Fewer clicks, warmer ones. The buyer arrives already sold on the shortlist.
Nothing here says stop doing SEO. It says stop assuming a ranked page is the same as a cited one.
Four things that pay into both.
Do these once. They're the cheapest work in either discipline and the most commonly skipped.
Crawlable, server-rendered pages
If the content only exists after JavaScript runs, both a crawler and a retrieval bot can miss it. Server-render the words that matter.
Speed and stability
Slow pages get crawled less and abandoned more. This one line item pays into rankings, citations, and conversion at the same time.
Clean information architecture
Real links between real pages, accurate canonicals, an honest sitemap. Both surfaces reward a site that's easy to walk.
Genuine expertise on the page
Named authors, specific claims, and firsthand experience. Google has wanted this for years. Answer engines just made it the entry fee.
The honest answers.
Is AEO replacing SEO?
No. It's a second surface with different rules. Search still sends real buyers, and most of the technical work you do for search also serves answer engines. What's changing is that a growing share of buying questions now get resolved without a results page ever being read.
If I already do SEO well, am I fine?
You're ahead, and you're not done. Strong SEO usually means you're retrievable, which is the hard half. What's typically missing is content planned around question fanout, claims specific enough to quote, and any measurement of whether assistants actually cite you.
What should I do first if I only have budget for one?
Do the shared technical work first, because it pays into both. Then decide by where your buyers are. If your market researches inside assistants, AEO content compounds faster. If they still search, keep feeding search.
Do AI citations actually send traffic?
Less volume, better intent. A buyer who arrives from a cited answer has already been told you're a credible option, so the conversation starts further along. Judge the channel on the quality of the conversations it starts, not on sessions.
Can one team run both?
Yes, and it should. Splitting them creates two content calendars fighting over the same pages. We run them as one program with one plan.
Rankings you can see. Citations you can't.
We'll run your category's real questions across the assistants your buyers use and show you exactly who's being named right now.