LLM SEO, answer engine optimization (AEO) and generative engine optimization (GEO) describe overlapping work, so the label matters less than the practice. Brands get cited in AI answers mostly because their SEO foundations are solid, with a layer of structural content work on top.
Foundations Decide Who Is in the Pool
Crawlability, speed, topical authority and earned links decide whether your pages are candidates at all. Google’s AI Overviews lean heavily on top organic results, while chat assistants draw from a much wider set of sources. Blocking AI crawlers takes you out entirely.
Structure Makes Content Quotable
Passages that stand on their own, with a clear definition, a specific number or a direct recommendation, are easy for AI systems to lift. Freshness matters more than it used to: recently updated pages get cited more often.
Schema Is Hygiene, Not a Lever
Structured data helps machines parse a page, but a controlled test by Ahrefs found no significant citation lift from schema alone. A consistent description of your brand across the web is the better bet.
Measure Citations Next to Pipeline
Track citations by query, engine and cited page, alongside impressions and branded search. Citations are a leading signal, not revenue.
Where to Start
- Rewrite the openings of your key pages as direct answers under 60 words.
- Use headings phrased the way buyers ask, with one clear answer per section.
- Baseline about 20 pipeline-relevant prompts and check them monthly.
- Fix at least one directory or partner listing that describes you wrongly.
This is a summary. The full article, with sources and examples, was first published on npws.net.