36 factors. 9 categories. 4 confidence tiers. The structured checklist content teams, SEO professionals, and agencies use to audit a page or a site for AI Visibility readiness — before running an automated tool, or alongside one.
Walk a single page through the items below. Check what passes; leave what fails. Items are confidence-labeled — start with Established and Strongly Inferred fixes first. Your progress saves locally in this browser. The full 93-factor PDF + Sheets bundle is gated by email on the right.
The scanner runs the same 93-factor taxonomy against any URL and returns the prioritized fix list. No signup required. Most teams use both.
