AI Visibility
measured33/100
Emerging · in Design
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals34/100
Weak fundamentals
Avg Prompt Score
100
across 21 prompts
AI Share of Voice
100%
across 21 prompts
Critical Issues
2
critical + high
How AI Visibility breaks down
in Design
Composite = 50% coverage + 30% engine breadth + 20% position, 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.
Per-stage performance
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.
Categories Marmoset is visible in
1Executive summary
marmosetmusic.com appears to be a music licensing/production agency (not a B2B SaaS product), so AI citation is more likely for “music licensing/pricing” and “how to license music” queries than for software evaluation shortlists. The highest-ROI fix is to strengthen crawlable, structured evaluation content (FAQPage + clear pricing pages) so AI engines can directly answer “pricing/options” and “how it works” questions from first-party pages.
Based on audit of marmosetmusic.com · Oct 7, 2026