AI Visibility
measured43/100
Frequently Cited · in AI Recruiting
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals54/100
Some gaps
Avg Prompt Score
8
across 523 prompts
AI Share of Voice
8%
across 523 prompts
Critical Issues
4
critical + high
How AI Visibility breaks down
in AI Recruiting
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 Lightcast is visible in
3Executive summary
Lightcast is a B2B labor market intelligence platform with strong AI citation inputs from G2 and Gartner Peer Insights (G2 lists Lightcast with 30 reviews on its reviews page). ([g2.com](https://www.g2.com/sellers/lightcast?utm_source=openai)) The single highest-ROI fix is to add first-party, brand-led evaluation content (especially “[Lightcast] vs [Competitor]” and SoftwareApplication/FAQPage schema) because current first-party pricing is demo-gated and comparison-page crawlability appears weak.
Based on audit of lightcast.io · Oct 5, 2026