AI Visibility
measured28/100
Emerging · in Marketing
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals58/100
Some gaps
Avg Prompt Score
6
across 437 prompts
AI Share of Voice
6%
across 437 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Marketing
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.
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.
Wynter is a B2B SaaS (on-demand market research/message testing for B2B teams) with strong AI-citation inputs from G2 (143 reviews shown on G2 pricing page) and secondary review presence on TrustRadius (25 reviews, 8.8/10) plus Gartner Peer Insights (vendor page exists). The single highest-ROI fix is to add/verify B2B SoftwareApplication + FAQPage structured data (and ensure SSR/crawlability for key evaluation pages) so AI engines can reliably cite Wynter for evaluation and pricing queries.
Based on audit of wynter.com · Aug 30, 2026