AI Visibility
measured26/100
Emerging · in Managed AI Inference
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals46/100
Some gaps
Avg Prompt Score
100
across 38 prompts
AI Share of Voice
100%
across 38 prompts
Critical Issues
3
critical + high
How AI Visibility breaks down
in Managed AI Inference
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 AI21 Labs is visible in
1Executive summary
AI21 is a B2B enterprise AI platform (Maestro/Jamba) and has strong third-party authority signals like Wikipedia presence and meaningful G2 review volume for AI21 Labs (196 reviews, 4.6/5). The biggest AI-citation risk is evaluation-stage “brand vs competitor” and “pricing” queries: there’s no clear evidence of first-party comparison pages on ai21.com, and pricing appears to be documented in developer docs (token-based) rather than a dedicated, crawlable, tiered pricing page.
Based on audit of ai21.com · Aug 21, 2026