AEO Rankings · Security

AEO for identity threat detection and response software: AI search visibility ranking

By monitoraeo Last updated August 12, 2026 Refreshed every 90 days

How AI search engines rank identity threat detection and response software 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. Identity threat detection and response tools used to uncover compromised accounts, lateral movement, privilege abuse, and identity-centric attack paths. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →

10%

Avg visibility across category

13%

Avg citation rate

20/20

Brands successfully audited

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When buyers inquire about Identity threat detection and response software, AI engines frequently recommend Microsoft Defender for Identity as the leader. With a visibility percentage of 50.0, it stands out as the most mentioned brand. Other top contenders include CrowdStrike Falcon Identity Protection and SentinelOne Singularity Identity.

The rankings are shaped by the sources the AI engines rely on, including sites like huntress.com and guardz.com, which are known for aggregating reviews and providing expert analysis. These sources, along with contributions from gartner.com and netwrix.com, offer comprehensive insights into the capabilities and performance of the software options.

For buyers evaluating this list, it's crucial to focus on what AI engines emphasize: recent reviews and third-party validation from authoritative sites. This means considering brands with current feedback and recognized expertise in identity threat detection, as reflected in the rankings and recommendations by these engines.

At a glance

Category leader Microsoft Defender for Identity 50% visibility · named in 4 of 8 AI answers

Most cited brand Microsoft Defender for Identity 62% citation rate · the AI's most-trusted source brand in identity threat detection and response software

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

Visibility spread 50pp Gap between top and bottom of the ranking · 15 brands at 0% (invisible to the AI)

What we observed in this category

Microsoft Defender for Identity leads the category with a composite score of 53.8, sitting 11.3 points clear of second-placed CrowdStrike Falcon Identity Protection at 42.5. Both share identical visibility at 50.0%, which is five times the category average of 10.0%, yet Microsoft's citation rate of 62.5% versus CrowdStrike's 25.0% explains the gap in composite score. That citation advantage signals AI Mode treats Microsoft's content as more trustworthy, not merely more visible, which compounds its lead over time.

A clear divergence between visibility and citation runs through this category. Okta holds 37.5% visibility but zero citation, meaning AI Mode names it in responses but never links to it as a source. The inverse pattern appears at ranks 6 and 7, where Proofpoint and Semperis both register 0.0% visibility yet hold 37.5% citation each. Silverfort shows a milder version of the same inversion, with citation at 37.5% outpacing its visibility of 25.0%, suggesting AI trusts these domains as reference material without featuring them as primary answers.

Google AI Mode is the top engine for every brand in the dataset, indicating this category's AI visibility is effectively a single-engine contest. The top cited external sources include huntress.com, guardz.com, gartner.com, and netwrix.com, none of which are the product vendors themselves. Semperis.com appears in both the cited-sources list and the brand rankings, making it the only vendor whose own domain functions as a reference anchor for the AI rather than purely a named brand.

Movers & shakers since last refresh

Biggest visibility risers

CrowdStrike Falcon Identity Protection 0% → 50% · rank #5 → #2
+50pp
SentinelOne Singularity Identity 0% → 38% · rank #10 → #3
+38pp
Microsoft Defender for Identity 25% → 50% · rank #2 → #1
+25pp

Biggest visibility fallers

Proofpoint 12% → 0% · rank #4 → #6
-12pp

The AEO ranking

#	Brand	Visibility	Citation	Top engine
1	Microsoft Defender for Identity microsoft.com	50%	62%	Google AI Mode
Microsoft leads with 50.0% visibility and a category-high 62.5% citation rate, giving it a composite score 11.3 points above the next brand.
2	CrowdStrike Falcon Identity Protection crowdstrike.com	50%	25%	Google AI Mode
CrowdStrike matches Microsoft on visibility at 50.0% but its citation rate of 25.0% is less than half, driving its composite score to 42.5 versus 53.8.
3	SentinelOne Singularity Identity sentinelone.com	38%	25%	Google AI Mode
SentinelOne rose seven ranks to third with 37.5% visibility, more than triple the 10.0% category average, after starting the period at zero visibility.
4	Silverfort silverfort.com	25%	38%	Google AI Mode
Silverfort's citation rate of 37.5% exceeds its visibility of 25.0%, making it the clearest example of a brand AI trusts more than it actively surfaces.
5	Okta okta.com	38%	0%	Google AI Mode
Okta holds 37.5% visibility, matching SentinelOne, but its zero citation rate produces a composite score of 26.2, nearly eight points lower.
6	Proofpoint proofpoint.com	0%	38%	Google AI Mode
7	Semperis semperis.com	0%	38%	Google AI Mode
8	Palo Alto Networks paloaltonetworks.com	0%	25%	Google AI Mode
9	IBM Verify ibm.com	0%	12%	Google AI Mode
10	One Identity oneidentity.com	0%	0%	Google AI Mode
11	Permiso permiso.io	0%	0%	Google AI Mode
12	Rapid7 rapid7.com	0%	0%	Google AI Mode
13	Cisco Duo duo.com	0%	0%	Google AI Mode
14	CyberArk cyberark.com	0%	0%	Google AI Mode
15	SailPoint sailpoint.com	0%	0%	Google AI Mode
16	Saviynt saviynt.com	0%	0%	Google AI Mode
17	BeyondTrust beyondtrust.com	0%	0%	Google AI Mode
18	Varonis varonis.com	0%	0%	Google AI Mode
19	BlinkOps blinkops.com	0%	0%	Google AI Mode
20	Exabeam exabeam.com	0%	0%	Google AI Mode

Sources AI engines trust in this category

Across the 8 buyer-intent queries we ran on identity threat detection and response 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.

huntress.comguardz.comgartner.comnetwrix.comcynet.comsophos.comsemperis.comyoutube.com

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 identity threat detection and response software 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 identity threat detection and response software brand → Browse all AEO rankings Methodology →

Frequently asked about AEO for identity threat detection and response software

Who leads AI visibility in identity threat detection and response software?

Microsoft Defender for Identity leads with a composite score of 53.8, driven by 50.0% visibility and a 62.5% citation rate. CrowdStrike Falcon Identity Protection is second at 42.5 despite matching Microsoft's 50.0% visibility.

What sources does Google AI Mode cite most for identity threat detection and response research?

The top cited sources are huntress.com, guardz.com, gartner.com, netwrix.com, cynet.com, sophos.com, semperis.com, and youtube.com. Most of these are third-party sites rather than the product vendors themselves.

Which brands are cited by AI but not named in responses?

Proofpoint and Semperis each hold 37.5% citation but 0.0% visibility, meaning AI Mode references their domains as sources without featuring them as named answer brands.

Which brands are named in AI responses but never cited as a source?

Okta has 37.5% visibility but a 0.0% citation rate, indicating AI Mode mentions it in responses but does not link or attribute content to okta.com.

How concentrated is AI visibility across the 20 brands in this category?

The category average visibility is just 10.0%, while the top two brands each sit at 50.0%. Below rank 4, every brand drops to zero visibility, showing extreme concentration at the top.

Which brands showed the biggest visibility gains in the most recent period?

CrowdStrike gained 50.0 percentage points in visibility, rising from rank 5 to rank 2, and SentinelOne gained 37.5 points, jumping from rank 10 to rank 3.