Subcategory · AI Citation Index

Who AI is citing in Cloud Security

No single brand owns AI shortlists; Azure Blob Storage and Cloudflare One tie at 78 in featured scoring, while Sentinelone surged +28 points in two months.

Brands tracked

110

Avg AEO score

65/100

Citation coverage

0%

of brands cited at least once

Dominant brands

0

cited > 50% of queries

Discovery stage

The shortlist

When buyers ask AI for the best Cloud Security software

No discovery-stage prompts have been scored against this category yet — once the shortlist cron runs, this section will surface which brands AI cites most.

Evaluation stage

The battleground

How brands fare on comparison queries · category median 39/100

Proofpoint Enterprise Data Loss Prevention (DLP) leads evaluation queries at 58, followed by Abnormal AI at 50 and Lacework at 49. The median evaluation score sits at 39, meaning half of cited brands score below that threshold. Wiz, Vanta, and Qualys cluster at 44, while Sentinelone trails at 43 despite strong feature scoring.

Each brand's evaluation score averages how AI responds to head-to-head comparison queries that mention them. Above-median brands win their comparisons more often than they lose.

Trends

Over the last 12 months

Too few audits to establish a trend — only two months of data (March and April 2026) show average scores rising from 61 to 66. Sentinelone posted a +28 delta, the sharpest climb in the category. Qualys dropped 6 points in the same window.

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Editorial picks

Brands worth watching

FAQ

Cloud Security questions, answered

What is the best cloud security platform for enterprises?+
No single platform dominates AI shortlists — 110 vendors split discovery citations. Azure Blob Storage and Cloudflare One (SASE) tie at 78 in featured scoring, while Proofpoint DLP leads evaluation queries at 58. The fragmentation reflects workload diversity: storage security, SASE, DLP, and posture management address different attack surfaces.
How does Wiz compare to other cloud security tools?+
Wiz scores 44 in evaluation queries, matching Vanta and Qualys but trailing Proofpoint DLP (58), Abnormal AI (50), and Lacework (49). It does not appear in the top shortlist rotation despite visibility in the market. The data suggests Wiz citations cluster in platform-comparison queries rather than discovery or category-best prompts.
Which cloud security vendors are gaining traction with AI models?+
Sentinelone jumped 28 points between March and April 2026, the sharpest rise in the category. It now scores 74 in featured queries. Qualys fell 6 points in the same window. Broader category averages rose from 61 to 66, but only two months of data exist — too early to confirm sustained momentum.
Is there a leading compliance automation tool in cloud security?+
Drata scores 72 in featured queries, tied with Snyk and CrowdStrike Falcon Cloud Security. Vanta scores 44 in evaluation comparisons. Neither Drata nor Vanta appears in shortlist discovery queries, suggesting AI models cite them in compliance-specific contexts but not general cloud security prompts.
What role does data loss prevention play in AI citations for cloud security?+
Proofpoint Enterprise Data Loss Prevention (DLP) leads evaluation queries at 58, 19 points above the category median. Its narrow DLP scope appears to win head-to-head comparisons more convincingly than broad platforms. No other DLP-focused tool cracks the top eight evaluation brands.
Why does Azure Blob Storage score high in cloud security?+
Azure Blob Storage ties Cloudflare One at 78 in featured scoring. The data does not distinguish between storage-layer security features and general cloud posture citations. Blob Storage likely appears in prompts conflating data residency, encryption, and access controls with broader cloud security tooling.

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