
Decision-Stage AI Visibility: The Engines Buyers Ask
Buyers ask AI which option to choose before they reach your site. Decision-stage AI visibility is whether you win that recommendation, not just appear.
Also known as: AI Visibility Comparison, Domain vs Domain Audit, Competitor AI Audit
Free head-to-head AI visibility comparison that audits two domains side-by-side across 5 free tools (crawl, robots.txt, llms.txt, readiness, schema). Produces a shareable scorecard URL with winner callout, per-tool breakdown, and embeddable SVG badge. Used for competitive intelligence, sales decks, and builder-in-public share-outs.
Canonical resource
/tools/compareWant to implement domain comparison (head-to-head) in your product?
Talk to our teamOur most-cited deep dives on AI search visibility, plus what we shipped this month.

Buyers ask AI which option to choose before they reach your site. Decision-stage AI visibility is whether you win that recommendation, not just appear.

What is a good AEO score? See what AEO checkers actually measure, how grades work, real data from 59 audits, and the fixes that raise a failing score.

Grok answers brand questions for 117M monthly users per the SpaceX S-1. We measured what it says, and it got our own brand wrong. Check yours today.