Cloud native application protection platforms: AI search visibility ranking (2026)
How AI search engines rank cloud native application 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. 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 →
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At a glance
What we observed in this categoryauto-generated
Wiz holds the top rank with a composite score of 46.2, well above the category average visibility of 7.5 percent, and is the only brand combining high visibility (50 percent) with meaningful citation (37.5 percent). Sysdig matches Wiz on visibility at 50 percent but records zero citation, making the gap between them significant: Wiz is both named and trusted as a source, while Sysdig is mentioned but never linked. The next tier, Orca Security and Prisma Cloud, score 12.5 percent on both metrics, leaving a steep drop-off from the top two.
The visibility-citation divergence is most striking for Sysdig and SentinelOne. Sysdig jumped from rank 19 to rank 2 in visibility yet holds 0 percent citation, suggesting AI answers mention it frequently but do not anchor on its own domain as a source. SentinelOne shows the opposite pattern: 0 percent visibility but 37.5 percent citation, meaning its content is being used to support answers about competitors. This named-versus-trusted split is a defining structural feature of this category's AI visibility landscape.
Google AI Mode is the top engine for every brand in the dataset, indicating the audit is largely a single-engine picture. Among cited sources, gartner.com appears first, followed by aikido.dev and wiz.io, showing analyst and independent security content alongside vendor-owned domains. SentinelOne and Orca Security also appear in the cited sources list despite neither dominating visibility scores, which suggests AI is drawing on a broader reference pool than the brands it chooses to name in responses.
Movers & shakers since last refresh
Biggest visibility risers
-
Sysdig 0% → 50% · rank #19 → #2+50pp
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Wiz 25% → 50% · rank #1 → #1+25pp
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Trend Micro Cloud One 0% → 12% · rank #13 → #6+12pp
Biggest visibility fallers
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Orca Security 25% → 12% · rank #2 → #3-12pp
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SentinelOne 12% → 0% · rank #4 → #5-12pp
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Lacework 12% → 0% · rank #5 → #11-12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
wiz.io
|
50% | 38% | Google AI Mode |
Wiz leads with a composite score of 46.2 and is the only top-5 brand combining 50 percent visibility with a 37.5 percent citation rate, making it the category's most complete AI presence. |
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| 2 |
sysdig.com
|
50% | 0% | Google AI Mode |
Sysdig matches Wiz on visibility at 50 percent after a 17-place rank jump, but its zero citation rate means AI answers name it without ever citing its domain as a source. |
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| 3 |
orca.security
|
12% | 12% | Google AI Mode |
Orca Security sits at 12.5 percent on both visibility and citation, a drop from 25 percent previously, placing it far below the top two despite appearing in the cited sources list. |
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| 4 |
paloaltonetworks.com
|
12% | 12% | Google AI Mode |
Prisma Cloud mirrors Orca Security exactly at 12.5 percent visibility and 12.5 percent citation, with a composite score of 12.5, offering no differentiation from its nearest peer in the data. |
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| 5 |
sentinelone.com
|
0% | 38% | Google AI Mode |
SentinelOne records 0 percent visibility yet a 37.5 percent citation rate, the sharpest named-versus-trusted divergence in the category, meaning its content supports AI answers that name other brands. |
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| 6 |
trendmicro.com
|
12% | 0% | Google AI Mode |
| 7 |
crowdstrike.com
|
12% | 0% | Google AI Mode |
| 8 |
snyk.io
|
0% | 0% | Google AI Mode |
| 9 |
datadoghq.com
|
0% | 0% | Google AI Mode |
| 10 |
fortinet.com
|
0% | 0% | Google AI Mode |
| 11 |
lacework.com
|
0% | 0% | Google AI Mode |
| 12 |
aquasec.com
|
0% | 0% | Google AI Mode |
| 13 |
armo.com
|
0% | 0% | Google AI Mode |
| 14 |
rapid7.com
|
0% | 0% | Google AI Mode |
| 15 |
checkpoint.com
|
0% | 0% | Google AI Mode |
| 16 |
tenable.com
|
0% | 0% | Google AI Mode |
| 17 |
microsoft.com
|
0% | 0% | Google AI Mode |
| 18 |
qualys.com
|
0% | 0% | Google AI Mode |
| 19 |
upwind.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 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.
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 native application 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 native application protection platforms AI visibility
Who leads AI visibility in Cloud native application protection platforms?
Wiz leads with a composite score of 46.2 and 50 percent visibility, the only brand pairing high mentions with a strong 37.5 percent citation rate. Sysdig matches the visibility figure but holds zero citations, making Wiz the more authoritative presence in AI answers.
What sources does AI cite most for Cloud native application protection platforms research?
The top cited sources are gartner.com, aikido.dev, and wiz.io, followed by youtube.com, sentinelone.com, accuknox.com, orca.security, and paloaltonetworks.com. Analyst and independent security content appears ahead of most vendor-owned domains.
Which brands are named in AI answers but not cited as sources?
Sysdig has 50 percent visibility and zero citation, the clearest example of a brand being named without its domain being used as a reference. Trend Micro Cloud One and CrowdStrike Falcon Cloud Security follow the same pattern at 12.5 percent visibility and zero citation.
Are there brands cited as sources that rarely appear in AI-generated answers?
Yes, SentinelOne records 0 percent visibility but a 37.5 percent citation rate, meaning AI draws on its content to support answers that name other vendors. This is the most extreme visibility-citation gap in the dataset.
Which brand has shown the biggest recent movement in AI visibility?
Sysdig rose from rank 19 to rank 2, a change of 17 places, with visibility moving from 0 to 50 percent. Wiz also grew visibility by 25 percentage points while its citation rate fell by 25 points in the same period.
How concentrated is AI visibility in this category?
Visibility is highly concentrated: Wiz and Sysdig each hold 50 percent visibility against a category average of 7.5 percent, while eight of the top 10 brands score 12.5 percent or zero. More than half the tracked brands record no visibility and no citation at all.