AI Visibility Rankings · Security

Cloud security posture management software: AI search visibility ranking (2026)

By monitoraeo Last updated July 07, 2026 Refreshed every 30 days

How AI search engines rank cloud security posture management software by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Cloud security posture management software used to detect misconfigurations, enforce policies, monitor compliance, and reduce risk across multi-cloud infrastructure and SaaS environments. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →

Avg visibility across category

11%

Avg citation rate

20/20

Brands successfully audited

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When asking AI engines about Cloud security posture management software, "Wiz" emerges as the leader, recognized prominently with a visibility of 37.5%. Other notable brands like "Prisma Cloud" and "Orca Security" also appear frequently in recommendations, indicating strong recognition and influence in this industry from these brands.

The rankings are largely influenced by the domains AI engines pull from, primarily including sources like accuknox.com and youtube.com, with orca.security and wiz.io also contributing significantly. Many of these sources are either technical review sites or the brands’ own pages, providing direct and detailed insights into product capabilities and customer experiences.

For buyers navigating this page, focusing on what AI engines value, such as recent reviews and third-party validation, can be crucial. Prioritize brands with proven topical authority and consider those receiving significant citations, as they may offer reliable and well-regarded solutions within the Cloud security posture management category.

At a glance

Category leader Wiz 38% visibility · named in 3 of 8 AI answers

Most cited brand Wiz 38% citation rate · the AI's most-trusted source brand in cloud security posture management software

Top cited domain accuknox.com Referenced by AI across the cloud security posture management software query set — the highest-leverage PR target in this category

Visibility spread 38pp Gap between top and bottom of the ranking · 17 brands at 0% (invisible to the AI)

What we observed in this category

Wiz leads the CSPM category with a composite score of 37.5, the only brand where visibility and citation are perfectly aligned at 37.5% each. Prisma Cloud matches Wiz on visibility at 37.5% but its citation rate drops sharply to 12.5%, producing a composite score of 30.0. That 7.5-point composite gap between the two top brands is meaningful because it signals Prisma Cloud is seen but not trusted enough to cite, a structural weakness in AI-driven research contexts.

The starkest divergence between visibility and citation belongs to SentinelOne Singularity Cloud Security, which records 0.0% visibility yet earns a 37.5% citation rate, matching Wiz on citations alone. Orca Security shows the inverse pattern at a smaller scale: 25.0% visibility against 37.5% citations. These splits reveal that AI Mode is actively citing brands it does not surface in narrative answers, meaning citation does not guarantee named presence in the generated response text.

Google AI Mode is the dominant engine for every brand in the top 10 without exception. The top cited sources include vendor-owned domains such as wiz.io, orca.security, and sentinelone.com alongside third-party sites including gartner.com, accuknox.com, aikido.dev, and infosectrain.com. The presence of YouTube and mid-tier training sites like infosectrain.com among the top cited sources suggests AI Mode is pulling from a broad, non-premium source mix when constructing CSPM responses.

Movers & shakers since last refresh

Biggest visibility fallers

Sysdig Secure 12% → 0% · rank #4 → #5
-12pp
Rapid7 InsightCloudSec 12% → 0% · rank #6 → #11
-12pp

The ranking

#	Brand	Visibility	Citation	Top engine
1	Wiz wiz.io	38%	38%	Google AI Mode
Wiz is the only brand with perfectly matched visibility and citation at 37.5% each, placing it 32.5 points above the 5.0% category average on visibility.
2	Prisma Cloud paloaltonetworks.com	38%	12%	Google AI Mode
Prisma Cloud ties Wiz on visibility at 37.5% but its citation rate of 12.5% is 25 points lower, costing it the top composite score.
3	Orca Security orca.security	25%	38%	Google AI Mode
Orca Security achieves 37.5% citation despite only 25.0% visibility, suggesting AI Mode trusts its domain content more than it surfaces the brand by name.
4	SentinelOne Singularity Cloud Security sentinelone.com	0%	38%	Google AI Mode
SentinelOne earns a 37.5% citation rate with 0.0% visibility, the widest visibility-to-citation gap in the top 10, indicating heavy source reliance without named mentions.
5	Sysdig Secure sysdig.com	0%	25%	Google AI Mode
Sysdig Secure fell from rank 4 to rank 5 with a visibility delta of -12.5 and a citation delta of -50.0, the steepest citation decline among all tracked brands.
6	Check Point CloudGuard checkpoint.com	0%	25%	Google AI Mode
7	CrowdStrike Falcon Cloud Security crowdstrike.com	0%	12%	Google AI Mode
8	Microsoft Defender for Cloud microsoft.com	0%	12%	Google AI Mode
9	Qualys qualys.com	0%	12%	Google AI Mode
10	AWS Security Hub aws.amazon.com	0%	12%	Google AI Mode
11	Rapid7 InsightCloudSec rapid7.com	0%	0%	Google AI Mode
12	Tenable Cloud Security tenable.com	0%	0%	Google AI Mode
13	Aqua Security aquasec.com	0%	0%	Google AI Mode
14	Upwind upwind.io	0%	0%	Google AI Mode
15	Google Security Command Center cloud.google.com	0%	0%	Google AI Mode
16	Trend Micro Cloud One trendmicro.com	0%	0%	Google AI Mode
17	Datadog Cloud Security datadoghq.com	0%	0%	Google AI Mode
18	ArmorCode armorcode.com	0%	0%	Google AI Mode
19	Rad Security rad.security	0%	0%	Google AI Mode
20	Lacework lacework.com	0%	0%	Google AI Mode

Sources AI engines trust in this category

Across the 8 buyer-intent queries we ran on cloud security posture management software, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.

accuknox.comyoutube.comaikido.devorca.securitywiz.iogartner.comsentinelone.cominfosectrain.com

How to read this ranking

Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.

Visibility = being named

A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer. More on visibility →

Citation rate = being trusted

Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence, different from being named. More on citation rate →

Top engine differs by brand

The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps. How AI engines pick sources →

Rankings move month to month

AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically. How AI search ranking works →

Get your own cloud security posture management software brand audited

The brands above were curated from public market-leader lists. Want the same measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.

Audit your cloud security posture management software brand → Browse all rankings Methodology →

Frequently asked about cloud security posture management software AI visibility

Who leads AI visibility in cloud security posture management software?

Wiz leads with a composite score of 37.5 and perfectly aligned visibility and citation rates of 37.5% each, ahead of Prisma Cloud at a composite score of 30.0.

What is the average visibility rate for CSPM brands in Google AI Mode?

The category average visibility is 5.0%, meaning only the top two brands, Wiz and Prisma Cloud at 37.5% each, meaningfully exceed that threshold.

Which CSPM brands are cited frequently but not named in AI-generated answers?

SentinelOne Singularity Cloud Security has a 37.5% citation rate with 0.0% visibility, and Sysdig Secure and Check Point CloudGuard each show 25.0% citation with 0.0% visibility.

What sources does Google AI Mode cite most for CSPM research?

The top cited sources include accuknox.com, youtube.com, aikido.dev, orca.security, wiz.io, gartner.com, sentinelone.com, and infosectrain.com, mixing vendor domains with third-party and training sites.

Which CSPM brand has lost the most ground in recent AI visibility tracking?

Sysdig Secure recorded the largest citation decline at -50.0 percentage points, dropping from rank 4 to rank 5 with current visibility falling to 0.0% from 12.5%.

Is there any CSPM brand gaining AI visibility momentum right now?

The audit data shows no biggest visibility risers in this category during the current period, indicating no brand recorded a positive visibility delta.