Why some pages get cited and others do not
Language models prefer sources that are unambiguous, well-structured, and corroborated elsewhere. If your page is the clearest answer on the open web and other trusted sources agree, your odds of citation rise sharply.
Page-level fundamentals
- One clear H1 that matches the query intent
- A short summary answer near the top
- Definitions, comparisons, and lists written as standalone paragraphs
- Schema.org markup for Article, FAQ, and Product where relevant
Off-page signals that compound
- Mentions in Reddit threads and YouTube descriptions
- Coverage on trusted category publications
- Consistent naming and tagline across the web
Common mistakes
Hiding the answer behind marketing copy, splitting one topic across ten thin pages, and relying only on backlinks. AI engines read the page, not just the link graph.
