AI Visibility
measured23/100
Emerging · in HRIS
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals1/100
Weak fundamentals
Avg Prompt Score
16
across 337 prompts
AI Share of Voice
16%
across 337 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in HRIS
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 Oyster is visible in
2Executive summary
Oyster is highly likely to be cited by AI engines for evaluation-stage queries because it has strong G2 visibility (1,608 reviews, 4.4/5) and first-party evaluation content including an “Oyster vs. alternatives” hub updated June 2026. The single highest-ROI fix is to strengthen structured data eligibility for AI shopping/evaluation (SoftwareApplication/FAQPage/Organization) and ensure it’s consistently present across pricing and product pages so models can cite pricing and feature-fit more reliably.
Based on audit of oysterhr.com · Oct 9, 2026