AI Visibility
measured61/100
Frequently Cited · in Cloud Security
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals58/100
Some gaps
Avg Prompt Score
32
across 650 prompts
AI Share of Voice
31%
across 632 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Cloud Security
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.
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.
Lacework is a B2B CNAPP vendor with strong third-party authority (G2: 381 reviews, 4.4★) and meaningful AI-citation potential for category and alternatives prompts. The biggest AI citation risk is evaluation-stage query coverage: there are no clearly indexable first-party comparison pages for “How does Lacework compare to Wiz?” / “How does Lacework compare to Orca Security?” and the pricing page appears to be on a subdomain (dev.lacework.com) with “Request pricing,” which reduces crawlable pricing citation for “How much does Lacework cost?”.
Based on audit of lacework.com · Apr 2, 2026