AI Visibility
measured74/100
Frequently Cited · in Headless CMS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals63/100
Some gaps
Avg Prompt Score
42
across 1024 prompts
AI Share of Voice
42%
across 1006 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Headless CMS
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 Sanity is visible in
3Executive summary
Sanity.io is highly likely to be cited by AI engines for evaluation-stage queries because it has strong G2 presence (911 reviews, 4.7) and first-party comparison pages (e.g., Sanity vs Contentful/Strapi). The single highest-ROI fix is to strengthen structured data + technical AEO for evaluation queries (SoftwareApplication/FAQPage) so AI engines can reliably extract “what it is / who it’s for / pricing / integrations” without relying on third-party pages.
Based on audit of sanity.io · Apr 2, 2026