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This page gathers our articles about Study: what it means for your site's visibility in AI search engines, and how to act on it.

A 2,994-site study: 9.4 points separate the best platform from the worst on AI visibility, yet 95% of pages fail on content no matter what you build on.

We audited 2,563 sites: 63.5/100 on SEO, 45.1 on AI visibility, and on 97.8% of pages fewer than half the sections open with a citable passage.