AEO is a different discovery surface
SEO optimises for ranked links on Google. AEO optimises for being named, summarised and recommended inside AI-generated answers. Buyers increasingly start with a question, not a keyword — and the answer they see may never link to your homepage.
For B2B, that shift matters because enterprise purchases are research-heavy. If your brand is absent from the answer layer, you are invisible before the shortlist forms — even if your SEO rankings look healthy.
Why most agencies still get it wrong
The common failure mode is treating AEO as content marketing plus schema plugins. That produces blog posts and a FAQ block, but not the structural signals AI systems weight: entity clarity, consistent facts across pages, machine-readable site maps like llms.txt, and a citation footprint outside your own domain.
Another gap is measurement. Teams report on rankings while AI visibility — whether you appear in category answers — goes untracked. Without that baseline, you cannot prove progress or prioritise fixes.
AEO done properly is technical foundation first, then content shaped as answers (not thought-leadership essays), then off-site citations that reinforce the same facts.
What actually moves the needle
Start with entity schema: Organization, LocalBusiness, Service and FAQPage JSON-LD that matches visible copy on the page — not duplicate or conflicting blocks.
Publish llms.txt at the site root and per key URLs so AI crawlers understand your service taxonomy. Allow AI crawlers explicitly in robots.txt.
Align titles, meta descriptions, canonicals and on-page answers so ChatGPT, Perplexity and Google AI Mode extract the same positioning sentence every time.
Build citation footprint on third-party profiles (Clutch, G2, Crunchbase) and named-author articles that AI systems can attribute.
Key takeaways
- AEO targets AI answers, not only blue links.
- Structure (schema, llms.txt, robots) comes before volume content.
- FAQ content must match FAQPage schema verbatim.
- Track AI visibility separately from classic SEO rankings.
- Off-site citations compound — on-page work alone caps GEO score.