AI Visibility
measured16/100
Emerging · in HR
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals50/100
Some gaps
Avg Prompt Score
8
across 158 prompts
AI Share of Voice
8%
across 158 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in HR
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 OpenComp is visible in
1Executive summary
OpenComp is a B2B compensation management SaaS with meaningful AI-citation signals from G2 (32 reviews, 4.6/5). The biggest risk for AI engines is evaluation-stage citation: the site has a pricing page but it does not clearly expose crawlable tiered prices, and there are no clearly indexable first-party “[OpenComp] vs [Competitor]” pages found—so AI will lean on third-party review sites instead of citing OpenComp for shortlist comparisons.
Based on audit of opencomp.com · Oct 7, 2026