Our site runs 87 FAQ items across 9 categories with FAQPage schema on every one. That's not excessive -it's how we hit 88/100. Each Q&A pair is a citation opportunity AI can extract in seconds.

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.

Repeating the same paragraph in multiple sections of the same page is a quality signal that AI engines detect and penalize. Duplicate Content Blocks measures within-page content repetition. When more than 5% of your content is duplicated across sections, AI engines reduce citation confidence because the page appears auto-generated or padded.

AI can't see your images. It reads the markup around them. A product photo with alt="image1.jpg" tells AI nothing. A figure with a descriptive figcaption and 8-word alt text tells AI exactly what it's looking at - and that context feeds directly into citation decisions.