AI Visibility
measured16/100
Emerging · in Collaboration
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals56/100
Some gaps
Avg Prompt Score
6
across 341 prompts
AI Share of Voice
6%
across 341 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in Collaboration
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 Extrovert is visible in
2Executive summary
goextrovert.com is a B2B SaaS (Extrovert) with meaningful G2 visibility and publicly crawlable pricing, so it’s eligible for AI evaluation-stage citations. The biggest risk for AI “shortlist” and “alternatives” queries is missing/unclear structured data (SoftwareApplication/FAQPage/ratings) and weak secondary review/analyst coverage (no evidence of TrustRadius/Gartner Peer Insights/analyst mentions). Highest-ROI fix: implement/verify SoftwareApplication + FAQPage schema across product/use-case/pricing pages and ensure it’s crawlable/SSR so AI engines can cite evaluation answers reliably.
Based on audit of goextrovert.com · Sep 1, 2026