Find the proof AI
is missing.
Start from the actual AI answer: which brands get named, which sources get cited, and which content or proof your site is missing in each market.
12
3
5
42%
5 of 12 addressed
A ranked backlog, not a wall of text
Every losing buyer prompt becomes a ranked row: who got cited instead, where you stand, and how much it matters. Start at the top and promote it straight to a brief.
Best AI visibility tracking tool for enterprise teams
Promote to briefHow to measure brand share of voice in ChatGPT answers
GDPR-compliant AI search analytics for EU companies
Tools to track competitor mentions across AI assistants
Multilingual content gap analysis for global brands
Six reasons another answer wins
Each gap type needs a different fix. Surfaced identifies them separately so the next page, article, schema block, or proof asset is obvious.
Factual Inaccuracy
Missing Information
Outdated Information
Competitor Advantage
Coverage Gap
Sentiment Issue
From answer evidence to shipped fix
Track prompts
Surfaced runs the same buyer prompts by language, country, intent, and product line.
Score visibility
AI Visibility scores mentions, citations, mention rank, sentiment, and competitor share of voice.
Ship the fix
Each ranked gap becomes the next page, article, schema block, or proof asset most likely to move the answer.
Prove lift
Keep the same prompts running daily to see whether visibility, citations, and share of voice changed.
Free answer audit
Turn ranked gaps into shipped fixes.
Run a free AI visibility audit. See where another answer wins, what proof is missing, and which fix to ship next.