BuildRocket LabsSEO vs AEO.
SEO competes for a ranked position in a list of links; AEO competes to be the source an AI assistant quotes inside the answer above that list. You need both, and anyone telling you to abandon one for the other is selling a retainer rather than reading the evidence.
They share a technical floor — Google's own guidance says its generative features are rooted in core Search ranking systems, and a page must be indexed and snippet-eligible before it can appear in an AI Overview at all.
Where they diverge is content strategy, and the divergence is sharp enough that at least one long-standing SEO tactic measurably damages AEO performance.
[ published 2026-07-26 · updated 2026-07-26 ]How do they actually compare?
what you win
A position in a ranked list of ten blue links
A named citation inside the answer the model writes
keyword density
Historically a core lever
Measured at −9% visibility in KDD 2024 research — actively harmful
statistics and quotations
Nice to have; helps engagement
The two strongest measured levers: +33% and +41% visibility
cited sources
Indirect benefit at best
+28% visibility — the model needs something to credit
structured data
Drives rich results — genuinely useful
No measurable citation effect in a 1,885-page controlled study
freshness
Matters for some query types
A primary signal across most engines
off-page signal
Backlinks
Mentions, linked or not — correlated ~3x more strongly than links
how you measure it
Rank tracking, impressions, clicks
Citation audits — did the engine name you, on which query
how fast it moves
Months, and increasingly contested
Also months. Anyone promising weeks is guessing
Who should NOT hire us
- Anyone who wants a guarantee that ChatGPT will recommend them. Nobody controls what a model outputs, the engines change monthly, and we will not sell you a number we cannot influence.
- Businesses whose customers find them by walking past, calling a number they already have, or asking a neighbour. If AI is not in your buying journey, this work is a hobby we would be charging you for.
- Anyone who wants AEO instead of a working website. If your site is slow, thin or broken on a phone, that is the job — citations will not rescue a page nobody can use once they arrive.
- Anyone hoping to skip the slow part. The strongest off-site signal is being genuinely talked about, and no agency can manufacture that honestly at speed.
Common questions
q01If I only have budget for one, which should it be?
Spend it on the shared floor first — a fast, properly indexed site whose pages answer real questions directly. That single investment pays into both disciplines. Only split the budget once that exists.
q02Is SEO dying?
No. Search volume remains the largest discovery channel for most local businesses, and AI referrals are still a low single-digit share of traffic for almost everyone. What has changed is that ranking and being cited have come apart, so one measurement no longer covers both.
q03Do AEO tactics ever hurt SEO?
Rarely, and mostly in one direction: writing for citation makes pages more direct, better sourced and more current, which search engines also reward. The conflict runs the other way — keyword-stuffing habits that some SEO work still encourages measurably reduce AI visibility.
q04Can I check my AEO myself for free?
Yes. Write down fifteen questions a customer would ask before hiring you, run them through ChatGPT, Claude, Gemini and Perplexity in fresh sessions, and record who gets named. That costs an afternoon and tells you more than most paid audits.
- 1. Aggarwal et al., “GEO: Generative Engine Optimization”, KDD 2024 (10,000 queries, 25 domains)
- 2. Google Search Central — Optimizing your website for generative AI features (May 2026)
- 3. Ahrefs — schema markup vs AI citations, 1,885 pages against matched controls (May 2026)
- 4. Ahrefs — AI visibility across 75,000 brands: mentions 0.664 vs backlinks 0.218 (May 2026)
Want the custom side of this table?
Every project gets a fixed written proposal before any payment. 50% to start, 50% at launch.