AEO for identity threat detection and response software: AI search visibility ranking
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. Security platforms used to detect identity-based attacks, risky authentication patterns, privilege abuse, and lateral movement. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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When buyers inquire about Identity threat detection and response software, AI engines often point to Huntress as the leader. Other notable mentions include Microsoft Defender and SentinelOne. Huntress stands out with a visibility percentage of 25.0, making it a frequently discussed name in this category.
The rankings are shaped by the sources AI engines frequently reference, including huntress.com and netwrix.com, as well as aggregator sites like gartner.com. These sources are pivotal in forming AI opinions, indicating that aggregator and review platforms play a significant role in portraying brand prominence.
For buyers, this means considering brands vetted through frequent AI mention due to recent reviews or third-party validation is crucial. Pay attention to how often your prospective choice is acknowledged by trusted sources, which reflects its topical authority and relevance in the identity threat detection and response software category.
At a glance
What we observed in this category
Huntress holds the top composite score at 40.0, more than 15 points clear of second-placed Microsoft Defender at 25.0. This gap matters because it reflects a divergence in how AI Mode weights citation versus raw mention frequency. Huntress achieves a 75.0% citation rate against a category average of 13.1%, meaning the AI treats its domain as a trusted source, not just a named brand. No other brand in the top 10 comes close to replicating that citation-to-visibility ratio.
SentinelOne and CrowdStrike share identical visibility at 25.0% and citation at 12.5%, yet both sit below Microsoft Defender in composite score due to citation weighting. Semperis presents the clearest divergence case: it holds only 12.5% visibility but earns 37.5% citations, ranking fifth overall. Permiso is an even sharper outlier, with 0.0% visibility but 25.0% citations, suggesting AI Mode references its content without naming it as a primary answer brand. Okta fell from rank 2 to rank 6 despite its citation rate rising by 25.0 percentage points.
All ten ranked brands share Google AI Mode as their top engine, indicating no meaningful differentiation by engine in this category. The top cited sources list includes huntress.com alongside third-party domains such as gartner.com, netwrix.com, expertinsights.com, and softwareworld.co. This pattern suggests Google AI Mode is anchoring its responses on analyst aggregators and review platforms alongside vendor-owned content. Huntress.com appearing in both the brand rankings and the cited sources list reinforces its dual role as subject and reference authority.
Movers & shakers since last refresh
Biggest visibility risers
-
Huntress 0% → 25% · rank #1 → #1+25pp
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Microsoft Defender 0% → 25% · rank #5 → #2+25pp
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SentinelOne 12% → 25% · rank #3 → #3+12pp
Biggest visibility fallers
-
Okta 25% → 12% · rank #2 → #6-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
huntress.com
|
25% | 75% | Google AI Mode |
Huntress leads all brands with a composite score of 40.0 and a 75.0% citation rate, nearly six times the category average of 13.1%, making it the clear AI authority in this category. |
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| 2 |
microsoft.com
|
25% | 25% | Google AI Mode |
Microsoft Defender matches Huntress on visibility at 25.0% but trails sharply on citations at 25.0% versus 75.0%, limiting its composite score to 25.0 and second place. |
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| 3 |
sentinelone.com
|
25% | 12% | Google AI Mode |
SentinelOne sits at 25.0% visibility but only 12.5% citation rate, identical to CrowdStrike, placing both brands in a tied third-fourth position with a composite score of 21.2. |
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| 4 |
crowdstrike.com
|
25% | 12% | Google AI Mode |
CrowdStrike mirrors SentinelOne exactly across all three metrics, visibility at 25.0%, citation at 12.5%, and composite score at 21.2%, with no differentiating signal between the two brands in AI Mode. |
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| 5 |
semperis.com
|
12% | 38% | Google AI Mode |
Semperis achieves a 37.5% citation rate at only 12.5% visibility, a citation-to-visibility ratio that outperforms Microsoft Defender and places it fifth despite lower raw mention frequency. |
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| 6 |
okta.com
|
12% | 25% | Google AI Mode |
| 7 |
silverfort.com
|
12% | 12% | Google AI Mode |
| 8 |
permiso.io
|
0% | 25% | Google AI Mode |
| 9 |
proofpoint.com
|
0% | 12% | Google AI Mode |
| 10 |
rapid7.com
|
0% | 12% | Google AI Mode |
| 11 |
beyondtrust.com
|
0% | 12% | Google AI Mode |
| 12 |
exabeam.com
|
0% | 0% | Google AI Mode |
| 13 |
reveal.security
|
0% | 0% | Google AI Mode |
| 14 |
pingidentity.com
|
0% | 0% | Google AI Mode |
| 15 |
varonis.com
|
0% | 0% | Google AI Mode |
| 16 |
duo.com
|
0% | 0% | Google AI Mode |
| 17 |
trellix.com
|
0% | 0% | Google AI Mode |
| 18 |
secureauth.com
|
0% | 0% | Google AI Mode |
| 19 |
securonix.com
|
0% | 0% | Google AI Mode |
| 20 |
cyberark.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.
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.
Frequently asked about AEO for identity threat detection and response software
Who leads AI visibility in identity threat detection and response software?
Huntress leads with a composite score of 40.0 and a 75.0% citation rate, well ahead of second-placed Microsoft Defender at a composite score of 25.0.
What sources does AI cite most for identity threat detection and response research?
Google AI Mode cites huntress.com most prominently among vendor domains, alongside third-party sources including gartner.com, netwrix.com, expertinsights.com, and softwareworld.co.
Which brands are named frequently but rarely cited as sources?
SentinelOne and CrowdStrike both appear at 25.0% visibility but earn only 12.5% citation rates, indicating AI Mode names them without anchoring on their own content.
Are there brands that get cited without being named as top answers?
Yes. Permiso holds 0.0% visibility but a 25.0% citation rate, meaning AI Mode references its content as a source while not surfacing it as a primary brand recommendation.
Which brand has seen the biggest rank movement in this category recently?
Okta dropped four positions from rank 2 to rank 6, losing 12.5 percentage points of visibility, even though its citation rate increased by 25.0 percentage points in the same period.
How does the category average compare to the top brand's performance?
The category average visibility is 6.9% and average citation rate is 13.1%, while Huntress scores 25.0% and 75.0% respectively, placing it roughly three to six times above the mean on both measures.