Top 20 cloud security posture management software by AI search visibility (2026)
Cloud security posture management software used to detect misconfigurations, enforce policies, monitor compliance, and reduce risk across multi-cloud infrastructure and SaaS environments. Ranked by a composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 07, 2026At a glance
What we observed in this categoryauto-generated
Wiz and Prisma Cloud share the top visibility score of 37.5% — more than six times the category average of 6.2% — but a significant citation gap separates them. Wiz leads with an 87.5% citation rate against Prisma Cloud's 50.0%, producing composite scores of 52.5 versus 41.2 respectively. This 11.3-point composite gap means Wiz is not just seen as frequently as Prisma Cloud but is trusted and sourced at nearly twice the rate, establishing a materially stronger foothold in AI-generated answers for this category.
Sysdig Secure presents the most striking divergence between named visibility and citation trust: it appears in only 12.5% of AI responses yet carries a 75.0% citation rate — the second-highest in the dataset. SentinelOne Singularity Cloud Security goes further, registering 0.0% visibility while still achieving a 50.0% citation rate, suggesting the AI references its content as a source without naming it as a recommended product. Rapid7 InsightCloudSec shows the inverse pattern: 12.5% visibility with 0.0% citations, meaning it is named but never sourced.
Google AI Mode is the dominant — and in this dataset, sole — top engine across all 20 brands, indicating the audit's signals are entirely concentrated there. Among cited sources, wiz.io appears first, followed by third-party authorities including gartner.com, community platform reddit.com, and vendor-adjacent sites accuknox.com and aikido.dev. The presence of reddit.com and smaller specialist domains alongside Gartner suggests Google AI Mode is drawing on a broad, mixed-authority corpus rather than anchoring exclusively on analyst or vendor content.
Movers & shakers since last refresh
Biggest visibility risers
-
Wiz 0% → 38% · rank #0 → #1+38pp
-
Prisma Cloud 0% → 38% · rank #0 → #2+38pp
-
Orca Security 0% → 25% · rank #0 → #3+25pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
wiz.io
|
38% | 88% | Google AI Mode |
Wiz leads all 20 brands with a 87.5% citation rate and 37.5% visibility — both more than six times the category averages of 20.6% and 6.2% respectively. |
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| 2 |
paloaltonetworks.com
|
38% | 50% | Google AI Mode |
Prisma Cloud matches Wiz on visibility at 37.5% but trails sharply on citation at 50.0%, producing a composite score 11.3 points lower than its nearest competitor. |
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| 3 |
orca.security
|
25% | 50% | Google AI Mode |
Orca Security holds 25.0% visibility and a 50.0% citation rate, placing it clearly above the category averages but 12.5 visibility points behind the two leaders. |
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| 4 |
sysdig.com
|
12% | 75% | Google AI Mode |
Sysdig Secure's 75.0% citation rate — second only to Wiz — is disproportionate to its 12.5% visibility, signalling strong source authority despite limited named presence in AI answers. |
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| 5 |
sentinelone.com
|
0% | 50% | Google AI Mode |
SentinelOne achieves 0.0% visibility yet a 50.0% citation rate, meaning Google AI Mode references its content as a source without recommending it as a product in responses. |
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| 6 |
rapid7.com
|
12% | 0% | Google AI Mode |
| 7 |
crowdstrike.com
|
0% | 25% | Google AI Mode |
| 8 |
microsoft.com
|
0% | 25% | Google AI Mode |
| 9 |
tenable.com
|
0% | 12% | Google AI Mode |
| 10 |
qualys.com
|
0% | 12% | Google AI Mode |
| 11 |
aquasec.com
|
0% | 12% | Google AI Mode |
| 12 |
upwind.io
|
0% | 12% | Google AI Mode |
| 13 |
cloud.google.com
|
0% | 0% | Google AI Mode |
| 14 |
trendmicro.com
|
0% | 0% | Google AI Mode |
| 15 |
datadoghq.com
|
0% | 0% | Google AI Mode |
| 16 |
armorcode.com
|
0% | 0% | Google AI Mode |
| 17 |
rad.security
|
0% | 0% | Google AI Mode |
| 18 |
lacework.com
|
0% | 0% | Google AI Mode |
| 19 |
checkpoint.com
|
0% | 0% | Google AI Mode |
| 20 |
aws.amazon.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.
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.
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.
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.
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.
Get your own cloud security posture management software brand audited
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Frequently asked about cloud security posture management software AI visibility
Who leads AI visibility in cloud security posture management software?
Wiz leads with the highest composite score of 52.5, combining a category-high 87.5% citation rate with 37.5% visibility — both figures far exceeding the category averages of 20.6% and 6.2%.
What sources does Google AI Mode cite most for CSPM research?
The top cited sources are wiz.io, accuknox.com, gartner.com, aikido.dev, sysdig.com, reddit.com, orca.security, and paloaltonetworks.com — a mix of vendor, analyst, and community content.
Which CSPM brands are cited by AI but rarely named in its answers?
SentinelOne Singularity Cloud Security has 0.0% visibility but a 50.0% citation rate, and Sysdig Secure has only 12.5% visibility despite a 75.0% citation rate, both indicating content authority without strong named presence.
Which CSPM brand has the worst gap between being named and being cited?
Rapid7 InsightCloudSec appears in 12.5% of AI responses but has a 0.0% citation rate, meaning it is mentioned in answers but its content is never used as a source.
How concentrated is AI visibility in this CSPM category?
Visibility is highly concentrated: the category average is just 6.2%, while the top two brands — Wiz and Prisma Cloud — each hold 37.5%, and the remaining 18 brands average well below that threshold.
Which AI engine dominates CSPM category coverage in this audit?
Google AI Mode is the top engine for every single brand across all 20 audited, indicating the entire dataset's signals are concentrated within that one engine.