Cloud workload protection platforms: AI search visibility ranking (2026)
How AI search engines rank cloud workload protection platforms 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 workload protection platforms used to secure servers, containers, and runtime workloads across hybrid and public cloud environments. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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At a glance
What we observed in this categoryauto-generated
SentinelOne leads the cloud workload protection platforms category with a composite score of 27.5, built on a 62.5% citation rate that far exceeds the category average of 4.4%. Wiz matches SentinelOne on visibility at 12.5% but scores only 8.8 composite, showing how citation rate, not just mentions, drives ranking weight. No other brand in the top 10 achieves any visibility at all, making the gap between rank 1 and rank 3 a near-total drop-off rather than a gradual decline.
Wiz and SentinelOne share identical visibility scores of 12.5%, yet their citation rates are 0% and 62.5% respectively, illustrating a sharp divergence between being named and being trusted as a source. Orca Security and CrowdStrike Falcon Cloud Security each carry 12.5% citation rates despite zero visibility, meaning Google AI Mode references their content without surfacing their brand names in responses. Prisma Cloud and five other ranked brands score zero on both metrics, sitting entirely outside AI-generated answers.
Every brand in this category lists Google AI Mode as its top engine, confirming the audit covers a single-engine landscape with no cross-engine signal to analyse. The top cited sources include sentinelone.com, g2.com, gartner.com, reddit.com, and several smaller specialist domains such as accuknox.com and tamnoon.io, suggesting Google AI Mode anchors on a mix of vendor-owned content and third-party review or community sources. Prisma Cloud and Sophos each lost 25 percentage points of visibility since the prior period, indicating recent and significant displacement from AI-generated answers.
Movers & shakers since last refresh
Biggest visibility fallers
-
Prisma Cloud 25% → 0% · rank #0 → #5-25pp
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Sophos 25% → 0% · rank #0 → #11-25pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
sentinelone.com
|
12% | 62% | Google AI Mode |
SentinelOne holds a composite score of 27.5, more than three times Wiz at rank 2, driven entirely by a 62.5% citation rate against a category average of 4.4%. |
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| 2 |
wiz.io
|
12% | 0% | Google AI Mode |
Wiz matches SentinelOne on visibility at 12.5% but records a 0% citation rate, producing a composite score of 8.8 and no direct sourcing from Google AI Mode. |
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| 3 |
orca.security
|
0% | 12% | Google AI Mode |
Orca Security achieves a 12.5% citation rate with zero visibility, meaning AI cites its content as a source but does not name the brand in generated answers. |
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| 4 |
crowdstrike.com
|
0% | 12% | Google AI Mode |
CrowdStrike Falcon Cloud Security mirrors Orca Security exactly, with 0% visibility and 12.5% citation, sharing a composite score of 3.8 and the same invisible-but-cited pattern. |
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| 5 |
paloaltonetworks.com
|
0% | 0% | Google AI Mode |
Prisma Cloud scores zero on both visibility and citation this period after losing 25 percentage points of visibility since the prior audit, the largest single decline in the dataset. |
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| 6 |
lacework.com
|
0% | 0% | Google AI Mode |
| 7 |
aquasec.com
|
0% | 0% | Google AI Mode |
| 8 |
sysdig.com
|
0% | 0% | Google AI Mode |
| 9 |
trendmicro.com
|
0% | 0% | Google AI Mode |
| 10 |
microsoft.com
|
0% | 0% | Google AI Mode |
| 11 |
sophos.com
|
0% | 0% | Google AI Mode |
| 12 |
checkpoint.com
|
0% | 0% | Google AI Mode |
| 13 |
tenable.com
|
0% | 0% | Google AI Mode |
| 14 |
qualys.com
|
0% | 0% | Google AI Mode |
| 15 |
rapid7.com
|
0% | 0% | Google AI Mode |
| 16 |
fortinet.com
|
0% | 0% | Google AI Mode |
| 17 |
elastic.co
|
0% | 0% | Google AI Mode |
| 18 |
datadoghq.com
|
0% | 0% | Google AI Mode |
| 19 |
snyk.io
|
0% | 0% | Google AI Mode |
| 20 |
uptycs.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on cloud workload protection platforms, 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 workload protection platforms 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.
Frequently asked about cloud workload protection platforms AI visibility
Who leads AI visibility in cloud workload protection platforms?
SentinelOne leads with a composite score of 27.5, built on 12.5% visibility and a 62.5% citation rate. No other brand comes close, with Wiz in second place at 8.8 composite.
What sources does Google AI Mode cite most for cloud workload protection platform research?
The top cited sources include sentinelone.com, g2.com, gartner.com, reddit.com, accuknox.com, and tamnoon.io, combining vendor-owned content with third-party review and community platforms.
Which brands are cited by AI but not named in responses in this category?
Orca Security and CrowdStrike Falcon Cloud Security both carry 12.5% citation rates but 0% visibility, meaning Google AI Mode uses their content as sources without surfacing their brand names.
How concentrated is AI visibility across the top brands in this category?
Visibility is highly concentrated: only two of 20 brands achieve any visibility at all, both at 12.5%, while the category average sits at just 1.2%.
Which brands have lost the most AI visibility recently in this category?
Prisma Cloud and Sophos each dropped 25 percentage points of visibility since the prior period, falling to zero visibility and zero citation in the current audit.
Does citation rate or visibility matter more for composite ranking in this category?
Citation rate appears more decisive: SentinelOne and Wiz share identical 12.5% visibility, but SentinelOne's 62.5% citation rate produces a composite score of 27.5 versus Wiz's 8.8.