Cloud compliance software: AI search visibility ranking (2026)
How AI search engines rank cloud compliance software 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 compliance platforms used to continuously assess security posture, map controls, automate evidence gathering, and maintain readiness across regulated environments. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 11, 2026Download this ranking as a PDF
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At a glance
What we observed in this categoryauto-generated
Vanta leads the cloud compliance software category with a composite score of 28.8, well ahead of second-ranked Qualys at 18.8 and third-ranked Sprinto at 17.5. The category average visibility sits at just 3.1%, making Vanta's 25% visibility score a significant outlier. Most of the 20 brands audited have composite scores of zero or near zero, which means the gap between the top two or three brands and the rest is not marginal but structural. This concentration at the top shapes how AI Mode frames the category to buyers.
The most striking divergence in this data is between Qualys and Sprinto. Qualys holds a 62.5% citation rate, the highest in the category, yet records 0% visibility, meaning AI Mode trusts it as a source but does not name it in responses as a primary recommendation. Sprinto is the mirror image: 25% visibility but 0% citation rate. Scrut Automation repeats the Qualys pattern with 37.5% citation and 0% visibility. This named-versus-trusted split suggests AI Mode is drawing on these brands as reference material while surfacing different names to users.
Google AI Mode is the top engine for every brand in this audit, confirming that the entire category's AI visibility is concentrated in a single engine. The top cited sources include g2.com, youtube.com, and google.com alongside brand-owned domains such as vanta.com, blog.qualys.com, and wiz.io. The presence of v-comply.com and sentinelone.com in the citation list, despite neither appearing in the top 10 ranked brands, indicates AI Mode is anchoring on third-party review and niche compliance content rather than vendor homepages alone.
Movers & shakers since last refresh
Biggest visibility risers
-
Vanta 0% → 25% · rank #0 → #1+25pp
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Sprinto 0% → 25% · rank #0 → #3+25pp
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Orca Security 0% → 12% · rank #0 → #5+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
vanta.com
|
25% | 38% | Google AI Mode |
Vanta's 25% visibility and 37.5% citation rate both exceed the category averages of 3.1% and 9.4% by multiples, placing it in a class of its own among 20 audited brands. |
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| 2 |
qualys.com
|
0% | 62% | Google AI Mode |
Qualys holds the highest citation rate in the category at 62.5% yet records 0% visibility, meaning AI Mode references it as a source but rarely names it as a top recommendation. |
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| 3 |
sprinto.com
|
25% | 0% | Google AI Mode |
Sprinto matches Vanta's 25% visibility score but earns 0% citation rate, giving it named presence in AI responses without being used as a trusted reference source. |
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| 4 |
scrut.io
|
0% | 38% | Google AI Mode |
Scrut Automation mirrors Qualys with 37.5% citation and 0% visibility, suggesting it functions as background reference material rather than a surfaced recommendation in AI Mode outputs. |
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| 5 |
orca.security
|
12% | 0% | Google AI Mode |
Orca Security achieves 12.5% visibility with 0% citation rate, placing it above the 3.1% category average for visibility but absent entirely from the citation layer. |
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| 6 |
drata.com
|
0% | 12% | Google AI Mode |
| 7 |
thoropass.com
|
0% | 12% | Google AI Mode |
| 8 |
wiz.io
|
0% | 12% | Google AI Mode |
| 9 |
aquasec.com
|
0% | 12% | Google AI Mode |
| 10 |
sysdig.com
|
0% | 0% | Google AI Mode |
| 11 |
uptycs.com
|
0% | 0% | Google AI Mode |
| 12 |
hyperproof.io
|
0% | 0% | Google AI Mode |
| 13 |
auditboard.com
|
0% | 0% | Google AI Mode |
| 14 |
onetrust.com
|
0% | 0% | Google AI Mode |
| 15 |
dazz.io
|
0% | 0% | Google AI Mode |
| 16 |
secureframe.com
|
0% | 0% | Google AI Mode |
| 17 |
paloaltonetworks.com
|
0% | 0% | Google AI Mode |
| 18 |
lacework.com
|
0% | 0% | Google AI Mode |
| 19 |
tenable.com
|
0% | 0% | Google AI Mode |
| 20 |
checkpoint.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on cloud compliance 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 compliance software 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 compliance software AI visibility
Who leads AI visibility in cloud compliance software?
Vanta leads with a composite score of 28.8 and 25% visibility, far above the category average of 3.1%. No other brand comes close on composite score, with second-ranked Qualys at 18.8.
Which brand is cited most by AI Mode in cloud compliance software despite low visibility?
Qualys has the highest citation rate in the category at 62.5% but records 0% visibility, meaning AI Mode treats it as a reference source without naming it as a primary recommendation to users.
What sources does AI cite most for cloud compliance software research?
The top cited sources include g2.com, youtube.com, google.com, v-comply.com, and brand-owned properties such as blog.qualys.com and vanta.com, with wiz.io and sentinelone.com also appearing in the citation list.
How concentrated is AI visibility in this category?
Visibility is heavily concentrated, with the category average at just 3.1% and only three brands, Vanta at 25%, Sprinto at 25%, and Orca Security at 12.5%, recording any visibility at all across 20 audited brands.
Is there a meaningful split between brands that are named in AI responses and brands that are cited as sources?
Yes. Qualys and Scrut Automation both hold citation rates of 62.5% and 37.5% respectively while showing 0% visibility, whereas Sprinto and Orca Security have visibility but zero citation rate, revealing two distinct and largely non-overlapping groups.
Which engine drives AI visibility across the entire cloud compliance software category?
Google AI Mode is the top engine for every single brand in the audit, meaning the category's entire AI visibility footprint is currently concentrated in one engine with no other platform contributing meaningfully.