AI Visibility Rankings · Security

Cloud detection and response: AI search visibility ranking (2026)

How AI search engines rank cloud detection and response by visibility and citations. 18 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 detection and response platforms used to monitor cloud activity, investigate threats, and respond to compromised identities, workloads, and configurations. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →

Refreshed Jun 19, 2026

Avg visibility across category

Avg citation rate

18/18

Brands successfully audited

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At a glance

Category leader Wiz 25% visibility · named in 2 of 8 AI answers

Most cited brand SentinelOne 25% citation rate · the AI's most-trusted source brand in cloud detection and response

Top cited domain youtube.com Referenced by AI across the cloud detection and response query set — the highest-leverage PR target in this category

Visibility spread 25pp Gap between top and bottom of the ranking · 16 brands at 0% (invisible to the AI)

What we observed in this categoryauto-generated

Wiz leads the cloud detection and response category by a wide margin, holding 25.0% visibility against a category average of just 2.1%. CrowdStrike sits second at 12.5% visibility, meaning the top two brands together account for all named visibility in the dataset. The remaining 16 brands, including major platforms like Microsoft Defender for Cloud and AWS GuardDuty, register 0.0% visibility, which signals that Google AI Mode is consolidating category narrative around a very small set of vendors.

SentinelOne presents the sharpest divergence between citation and visibility in the dataset: it holds 0.0% visibility yet earns 25.0% citation share, the highest citation figure of any brand. This means AI responses are pulling SentinelOne content as a source without naming it as a recommended solution. Microsoft Defender for Cloud, Sysdig, Aqua Security, and Red Canary share this same pattern, cited at 12.5% each while holding zero visibility, indicating the model trusts their content but does not surface them as category leaders.

Google AI Mode is the top engine for every brand in the dataset, confirming this audit is essentially a single-engine snapshot. Among cited sources, youtube.com and g2.com appear alongside vendor domains including sentinelone.com, crowdstrike.com, and sysdig.com. Third-party sources such as darktrace.com, paloaltonetworks.com, and reddit.com also appear, suggesting the AI draws on competitor content and community forums to construct category answers rather than relying solely on brand-owned material.

Movers & shakers since last refresh

Biggest visibility risers

Wiz 0% → 25% · rank #0 → #1
+25pp
CrowdStrike 0% → 12% · rank #0 → #2
+12pp

The ranking

#	Brand	Visibility	Citation	Top engine
1	Wiz wiz.io	25%	12%	Google AI Mode
Wiz leads all 18 brands with 25.0% visibility and 12.5% citation, placing it nearly 23 points above the 2.1% category visibility average.
2	CrowdStrike crowdstrike.com	12%	12%	Google AI Mode
CrowdStrike matches Wiz on citation at 12.5% but trails on visibility at 12.5%, giving it the only balanced visibility-to-citation ratio among ranked brands.
3	SentinelOne sentinelone.com	0%	25%	Google AI Mode
SentinelOne holds the highest citation rate in the dataset at 25.0% yet records 0.0% visibility, the widest citation-to-visibility gap of any brand audited.
4	Microsoft Defender for Cloud microsoft.com	0%	12%	Google AI Mode
Microsoft Defender for Cloud earns 12.5% citation despite 0.0% visibility, suggesting AI treats its content as a reference source rather than a category recommendation.
5	Sysdig sysdig.com	0%	12%	Google AI Mode
Sysdig shares rank 5 with a 12.5% citation rate and 0.0% visibility, mirroring the pattern seen in Microsoft Defender for Cloud and Aqua Security.
6	Aqua Security aquasec.com	0%	12%	Google AI Mode
7	Red Canary redcanary.com	0%	12%	Google AI Mode
8	Google Security Command Center cloud.google.com	0%	0%	Google AI Mode
9	AWS GuardDuty aws.amazon.com	0%	0%	Google AI Mode
10	Lacework lacework.com	0%	0%	Google AI Mode
11	Rapid7 InsightCloudSec rapid7.com	0%	0%	Google AI Mode
12	Trend Micro Cloud One trendmicro.com	0%	0%	Google AI Mode
13	Orca Security orca.security	0%	0%	Google AI Mode
14	Uptycs uptycs.com	0%	0%	Google AI Mode
15	Datadog Cloud Security datadoghq.com	0%	0%	Google AI Mode
16	Elastic Security elastic.co	0%	0%	Google AI Mode
17	Upwind upwind.io	0%	0%	Google AI Mode
18	Expel expel.com	0%	0%	Google AI Mode

Sources AI engines trust in this category

Across the 8 buyer-intent queries we ran on cloud detection and response, 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.

youtube.comg2.comdarktrace.compaloaltonetworks.comsentinelone.comreddit.comcrowdstrike.comsysdig.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.

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 detection and response 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 detection and response brand → Browse all rankings Methodology →

Frequently asked about cloud detection and response AI visibility

Who leads AI visibility in cloud detection and response?

Wiz leads with 25.0% visibility, followed by CrowdStrike at 12.5%. Every other brand in the 18-brand dataset registers 0.0% visibility.

Which brand has the highest citation rate in this category?

SentinelOne holds the highest citation rate at 25.0%, despite recording zero named visibility in Google AI Mode responses.

What sources does AI cite most for cloud detection and response research?

The top cited sources include youtube.com, g2.com, and vendor domains such as sentinelone.com, crowdstrike.com, and sysdig.com, alongside darktrace.com, paloaltonetworks.com, and reddit.com.

Is there a meaningful gap between being cited and being named as a solution?

Yes. SentinelOne, Microsoft Defender for Cloud, Sysdig, Aqua Security, and Red Canary are all cited at 12.5% or higher while holding 0.0% visibility, meaning the AI uses their content but does not recommend them by name.

Which AI engine dominates this category's visibility data?

Google AI Mode is listed as the top engine for every brand in the dataset, making it the sole engine driving all visibility and citation scores reported here.

How concentrated is AI visibility across the 18 brands in this category?

Extremely concentrated: only two brands, Wiz and CrowdStrike, hold any visibility at all, accounting for 37.5 combined percentage points while the category average sits at just 2.1%.