You want AI engines to cite your content. But have you actually told them they're allowed to? Most sites haven't -and AI systems default to conservative behavior.

Voice assistants need to pick which paragraph to read aloud from your page. Without Speakable markup, they guess -and they frequently guess wrong, reading your cookie notice.

Different URLs with substantially similar content confuse AI engines about which page to cite. Cross-Page Duplication measures content repetition across your site by comparing paragraphs from different pages. When AI encounters the same claims on multiple pages, it either picks one arbitrarily or skips your site entirely.

Anonymous content is untrusted content. AI engines check for author bylines, bio links, reviewer credits, and Person schema to decide whether a page comes from a credible creator. Creator Transparency measures how clearly your content identifies its authors and their qualifications.