Schema Markup for AEO

Structured data (typically JSON-LD) embedded in HTML that helps AI engines understand entities, products, FAQs, and articles on your page.

Updated 2026-04-17 · AEO glossary

Definition

Schema markup uses Schema.org vocabulary in JSON-LD format to label content entities for crawlers and AI engines. Common AEO-relevant schema types include Article (for blog posts), Product (for software products), FAQPage (for FAQ blocks), HowTo (for tactical guides), Organization (for company info), and BreadcrumbList (for hierarchy). Properly-marked content is significantly more likely to be cited cleanly by AI engines because the entities are unambiguous.

Why it matters

AI engines parse schema markup to extract structured facts. A product page with Schema.org/Product markup including price, ratings, and availability gives the AI engine a citation-friendly fact set. A page without schema requires the AI to infer the same facts from prose, which is slower and less accurate.

Example

Every Lantern comparison page includes FAQPage schema for the FAQ block, BreadcrumbList for the navigation hierarchy, and Article schema for the page itself. When ChatGPT or Perplexity cite a Lantern comparison page, they extract the FAQ Q&A pairs cleanly because the markup labels them explicitly.

FAQ

Common questions about schema markup for aeo.

Which schema types matter most for AEO?
FAQPage (LLMs love Q&A blocks), Article (for blog content), Product (for software/services), Organization (for brand identity), HowTo (for tactical guides), BreadcrumbList (for hierarchy clarity). Implement these on every page where they apply.
Does schema markup help SEO too?
Yes, traditional SEO benefits from schema (rich snippets in Google results, voice search compatibility). AEO is an additional benefit, not a replacement. Implementing schema once benefits both channels.

Lantern measures this in production.

The terms in this glossary aren't theoretical — they're what Lantern's product calculates and reports every month for B2B SaaS teams. See yours in 7 days. 14-day free trial.

Join Waitlist