Track the sources AI systems cite when they describe your market.
Find owned pages, competitor pages, reviews, directories, publishers, and communities that shape AI answers.
What the page helps you evaluate
Judge AI visibility by evidence, not a detached score.
Commercial AI search pages should help teams decide what to monitor, what evidence matters, and what work should happen next.
Prompt-level evidence
See the answer snapshot behind the score so teams know what customers actually see.
Competitor context
Track which brands appear beside you, above you, or instead of you for the same prompt.
Citation intelligence
Classify owned, competitor, review, directory, media, and community sources that shape AI answers.
Action briefs
Convert weak answer evidence into clear content, source, crawler, and reporting actions.
Workflow
Move from the search query to a repeatable operating loop.
Owned source coverage
See whether canonical product, pricing, docs, and comparison pages are cited.
Third-party proof
Identify review, directory, media, and community sources that influence answers.
Competitor source gaps
Find prompts where competitor pages define the answer narrative.
Questions buyers ask
Are citations always visible?
No. Some answer surfaces expose citations more clearly than others, so citation tracking should be paired with answer text review.
What makes a good AI citation?
A good citation is crawlable, current, specific, trustworthy, and aligned with the claim the answer is making.
Next paths