AEO Rankings · Security

AEO for cloud native application protection platforms: AI search visibility ranking

By monitoraeo Last updated October 16, 2026 Refreshed every 90 days

How AI search engines rank cloud native application protection platforms by visibility and citations. 20 brands measured quarterly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. CNAPP platforms used to secure cloud infrastructure, workloads, identities, and configurations through unified cloud risk management. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →

14%

Avg visibility across category

10%

Avg citation rate

20/20

Brands successfully audited

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When asking about Cloud native application protection platforms, AI engines predominantly mention Wiz as the leading brand, with a visibility percentage of 87.5. Wiz's strong presence in answers is followed by Prisma Cloud and SentinelOne, making them other notable contenders in this category.

The rankings are influenced significantly by the top cited sources, including well-known aggregator and review sites such as google.com, gartner.com, and company-specific domains like sentinelone.com. These sources shape the AI responses by providing credible and comprehensive information that the AI relies on to answer queries.

For buyers evaluating these brands, it's crucial to consider what AI engines prioritize: recent reviews, third-party validation, and topical authority. This means choosing a brand with substantial updates and independent endorsements, as these factors drive AI visibility and provide assurance in their expertise and reliability in Cloud native application protection.

At a glance

Category leader Wiz 88% visibility · named in 7 of 8 AI answers

Most cited brand Prisma Cloud 38% citation rate · the AI's most-trusted source brand in cloud native application protection platforms

Top cited domain google.com Referenced by AI across the cloud native application protection platforms query set — the highest-leverage PR target in this category

Visibility spread 88pp Gap between top and bottom of the ranking · 12 brands at 0% (invisible to the AI)

What we observed in this category

Wiz dominates this category with a visibility score of 87.5%, more than 25 points above Prisma Cloud at 62.5% and over six times the category average of 13.8%. That gap is significant because it means Google AI Mode surfaces Wiz in responses far more consistently than any peer. However, Wiz's citation rate has dropped sharply, falling 62.5 points to just 12.5%, which suggests the AI is referencing it by name without linking to wiz.io as a source. The lead is real but its foundations have shifted.

A clear divergence exists between being named in AI responses and being trusted as a cited source. Prisma Cloud and SentinelOne both carry citation rates of 37.5%, triple Wiz's current citation rate, even though both rank below Wiz on visibility. Upwind is mentioned at 12.5% visibility but receives zero citations. Conversely, Uptycs and Trend Micro Cloud One hold 0% visibility yet each achieve 12.5% citation rates, meaning the AI is pulling from their domains as reference material without naming them in direct responses.

Google AI Mode is the sole engine recorded across all 20 brands in this dataset, confirming that AEO performance here is entirely shaped by one engine's behaviour. The top cited sources include gartner.com, reddit.com, sentinelone.com, paloaltonetworks.com, orca.security, microsoft.com, and tamnoon.io alongside google.com itself. The presence of Reddit and Tamnoon alongside analyst and vendor domains indicates the AI is anchoring on a mixed authority stack, not just tier-one analyst or vendor content.

Movers & shakers since last refresh

Biggest visibility risers

Wiz 50% → 88% · rank #1 → #1
+38pp
Prisma Cloud 38% → 62% · rank #3 → #2
+25pp
Microsoft Defender for Cloud 0% → 25% · rank #9 → #4
+25pp

Biggest visibility fallers

SentinelOne 38% → 25% · rank #2 → #3
-12pp
Sysdig 38% → 25% · rank #4 → #6
-12pp

The AEO ranking

#	Brand	Visibility	Citation	Top engine
1	Wiz wiz.io	88%	12%	Google AI Mode
Wiz leads with 87.5% visibility, more than six times the 13.8% category average, but its citation rate has collapsed to 12.5% after a 62.5-point drop.
2	Prisma Cloud paloaltonetworks.com	62%	38%	Google AI Mode
Prisma Cloud sits at 62.5% visibility and 37.5% citation rate, the highest citation share in the top five, with paloaltonetworks.com appearing directly in the AI's cited sources list.
3	SentinelOne sentinelone.com	25%	38%	Google AI Mode
SentinelOne matches Prisma Cloud's 37.5% citation rate despite visibility falling 12.5 points this period, and sentinelone.com is one of only three vendor domains cited directly by the AI.
4	Microsoft Defender for Cloud microsoft.com	25%	25%	Google AI Mode
Microsoft Defender for Cloud rose five rank positions after gaining 25 visibility points from zero, though its 25% citation rate remains in line with peers at ranks four through six.
5	Orca Security orca.security	25%	25%	Google AI Mode
Orca Security holds 25% visibility and 25% citation rate while orca.security is one of only four vendor domains appearing in the AI's top cited sources list for this category.
6	Sysdig sysdig.com	25%	25%	Google AI Mode
7	CrowdStrike Falcon Cloud Security crowdstrike.com	12%	12%	Google AI Mode
8	Upwind upwind.io	12%	0%	Google AI Mode
9	Uptycs uptycs.com	0%	12%	Google AI Mode
10	Trend Micro Cloud One trendmicro.com	0%	12%	Google AI Mode
11	Check Point CloudGuard checkpoint.com	0%	0%	Google AI Mode
12	Qualys qualys.com	0%	0%	Google AI Mode
13	Tenable Cloud Security tenable.com	0%	0%	Google AI Mode
14	Fortinet fortinet.com	0%	0%	Google AI Mode
15	Datadog Cloud Security datadoghq.com	0%	0%	Google AI Mode
16	Snyk snyk.io	0%	0%	Google AI Mode
17	Aqua Security aquasec.com	0%	0%	Google AI Mode
18	Lacework lacework.com	0%	0%	Google AI Mode
19	Armo armo.com	0%	0%	Google AI Mode
20	Rapid7 InsightCloudSec rapid7.com	0%	0%	Google AI Mode

Sources AI engines trust in this category

Across the 8 buyer-intent queries we ran on cloud native application 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.

google.comgartner.comsentinelone.compaloaltonetworks.comorca.securityreddit.commicrosoft.comtamnoon.io

How to read this AEO 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 →

AEO 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 90 days and refresh this page automatically. How AI search ranking works →

Run an AEO audit on your own cloud native application protection platforms brand

The brands above were curated from public market-leader lists. Want the same answer engine optimisation 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 native application protection platforms brand → Browse all AEO rankings Methodology →

Frequently asked about AEO for cloud native application protection platforms

Who leads AEO in Cloud native application protection platforms?

Wiz leads with a visibility score of 87.5% and a composite score of 65.0, both well above the next ranked brand, Prisma Cloud, at 62.5% visibility and a composite score of 55.0.

What sources does Google AI Mode cite most for Cloud native application protection platforms research?

The audit identifies gartner.com, reddit.com, sentinelone.com, paloaltonetworks.com, orca.security, microsoft.com, and tamnoon.io as the top cited sources alongside google.com itself.

Which brands are cited by AI but rarely named in responses?

Uptycs and Trend Micro Cloud One each carry a 12.5% citation rate despite 0% visibility, meaning the AI references their content as source material without naming them in direct answers.

Is high visibility the same as high citation rate in this category?

No. Wiz has the highest visibility at 87.5% but only a 12.5% citation rate, while Prisma Cloud and SentinelOne each achieve 37.5% citation rates at lower visibility scores.

Which brands have improved their AEO standing most recently in this category?

Microsoft Defender for Cloud gained the most rank positions, rising five places after its visibility increased by 25 points from zero, while Wiz and Prisma Cloud also recorded positive visibility deltas.

Which engine matters most for AEO in Cloud native application protection platforms?

All 20 brands in this dataset record Google AI Mode as their top engine, making it the only engine that materially drives visibility and citation performance in this category right now.