AI Visibility
measured31/100
Emerging · in Digital Advertising
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals—
Not audited yet
Avg Prompt Score
0
across 196 prompts
AI Share of Voice
0%
across 196 prompts
Shortlist Position
0/80
Not Visible · Expense Management Discovery
How AI Visibility breaks down
in Digital Advertising
Composite = 60% coverage + 40% engine breadth, measured in the brand's strongest category. Position and citation depth join the score once the aggregation pipeline captures them. This is the measured Visibility score — separate from AEO Readiness, which scores fundamentals.
Cited rate · share of voice · engine consensus · sentiment, broken out by buyer-journey stage. Sentiment is the net positive−negative skew across engines that cited the brand at this stage.
Your visibility gap
Saturation surfaces in 0/80 Expense Management discovery prompts. Claim this profile to see which 80 prompts you're missing and how to win them.
Saturation surfaces in 0 of 80 Expense Management discovery prompts across AI engines. This data is pre-computed from category prompt runs — run a full audit to generate detailed recommendations.
Based on audit of saturation.io · Aug 28, 2026