“AI in SEO” means two entirely different things, and conflating them is why so much advice in this area is useless. The first is using AI tools to do SEO work faster. The second is optimising so that AI systems recommend you. They share a buzzword and almost nothing else.
Using AI to do the work
This is a productivity question, and the honest assessment is mixed.
Where it genuinely helps
Clustering large keyword sets, drafting structured data, summarising competitor pages, generating outline variations, writing first-pass meta descriptions at scale, and spotting patterns in log or query data. All of these are pattern work over volume, which is what these tools are good at.
Where it reliably disappoints
Producing publishable content without editing, making strategic judgement calls, and anything requiring knowledge of your business that is not written down somewhere. Content generated end to end tends to be fluent, generic and indistinguishable from competitors doing the same thing.
The failure mode worth avoiding
Volume without judgement. Publishing large amounts of adequate AI-drafted content is the fastest way to dilute a site's quality signals, and it is the single most common mistake in this area right now.
Optimising for AI search
This is the visibility question, and it is a different discipline. It covers being retrievable and citable by assistants: entity consistency so you can be identified, structured data so claims are readable, content structured for passage extraction, and representation on the third-party sources assistants actually cite.
The two activities occasionally intersect — AI tools can help you produce the structured data that helps AI systems understand you — but the skills, the measurement and the success criteria are unrelated.
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How to tell which one someone is selling you
Ask what the deliverable is. If it is more content produced faster, that is productivity. If it is being named by assistants, that is visibility. Both are legitimate; they cost different amounts and are measured differently.
Be particularly careful with offers that promise both in one package at a low price. Producing content at volume is cheap; changing what assistants say about you is not, because it depends substantially on third parties.
Frequently asked questions
What does AI in search engine optimization mean?
Two different things. Using AI tools to do SEO work faster (keyword clustering, structured data drafting, content outlines), and optimising so AI assistants recommend you. They share a name and very little else.
Should I use AI to write SEO content?
For drafting, outlining and scaling repetitive elements, yes, with editing. For publishing unedited at volume, no. Generated content tends to be fluent and generic, and large volumes of it dilute the quality signals that make a site worth citing in the first place.
Is AI SEO the same as AEO?
No. AEO, or answer engine optimization, is specifically about being cited and recommended by AI assistants. Using AI tools to speed up traditional SEO work is a productivity practice that has nothing to do with whether assistants name you.