Identity threat detection and response software: AI search visibility ranking (2026)
How AI search engines rank identity threat detection and response 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. 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 →
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When buyers inquire about Identity threat detection and response software, AI engines frequently mention Okta as the leader in the field, with a visibility percentage of 37.5. Other top contenders include Microsoft Defender for Identity and Palo Alto Networks. These brands highlight their presence in the competitive landscape of identity security solutions.
The current rankings are shaped significantly by the sources AI engines reference, with gartner.com, huntress.com, and cynet.com among the top cited. Given that these are leading analysis and review sites, this indicates that the AI engines prioritize detailed expert evaluations and reviews from authoritative platforms in determining visibility and credibility.
For buyers, the data suggests focusing on brands valued not only for visibility but for recent evaluations and credible third-party endorsements. Because AI engines give weight to recent reviews and authoritative sources, choosing a brand with strong, recent third-party validation in identity threat detection could be a key deciding factor.
At a glance
What we observed in this category
Okta leads the identity threat detection and response category with a visibility score of 37.5%, well above the category average of 3.8% and ahead of second-ranked Microsoft Defender for Identity at 25.0%. That 12.5-percentage-point gap between first and second place is meaningful because Okta also grew from 25.0% previously, consolidating its lead. However, Okta carries a citation rate of 0.0%, meaning the AI names it frequently but does not link back to its domain, which limits direct referral value despite high mention frequency.
A clear divergence exists between being named and being cited. Palo Alto Networks holds rank 3 with 0.0% visibility but 37.5% citation, the highest citation rate in the dataset. CrowdStrike Falcon Identity Protection, Silverfort, and Permiso each show the same pattern: 0.0% visibility paired with 25.0% citation. This means the AI treats these brands as credible reference sources while not surfacing them in direct brand mentions, a split that composite scores partially mask but which signals very different strategic positions.
Google AI Mode is the top engine for every brand in the dataset without exception, indicating the audit is heavily concentrated on that single surface. The top cited external sources include gartner.com, huntress.com, cynet.com, and netwrix.com, suggesting the AI anchors its responses on analyst and vendor-adjacent content rather than primary vendor domains. The presence of youtube.com and google.com in the cited source list points to the AI pulling from a broad, mixed-format content pool when constructing responses in this category.
Movers & shakers since last refresh
Biggest visibility risers
-
Microsoft Defender for Identity 0% → 25% · rank #6 → #2+25pp
-
Okta 25% → 38% · rank #1 → #1+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
okta.com
|
38% | 0% | Google AI Mode |
Okta leads all 20 brands with 37.5% visibility, nearly ten times the 3.8% category average, but its 0.0% citation rate means AI mentions it without linking its domain. |
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| 2 |
microsoft.com
|
25% | 25% | Google AI Mode |
Microsoft Defender for Identity rose four ranks to second place, with both visibility and citation at 25.0%, making it the only top-5 brand with a balanced score across both metrics. |
||||
| 3 |
paloaltonetworks.com
|
0% | 38% | Google AI Mode |
Palo Alto Networks holds rank 3 despite 0.0% visibility because its 37.5% citation rate, the highest in the dataset, drives a composite score of 11.2. |
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| 4 |
proofpoint.com
|
12% | 0% | Google AI Mode |
Proofpoint sits at rank 4 with 12.5% visibility and 0.0% citation, a mirror of Okta's pattern but at lower scale, yielding a composite score of 8.8. |
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| 5 |
crowdstrike.com
|
0% | 25% | Google AI Mode |
CrowdStrike Falcon Identity Protection shares a composite score of 7.5 with ranks 6 and 7, differentiated only by brand recognition, not by any metric advantage in this dataset. |
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| 6 |
silverfort.com
|
0% | 25% | Google AI Mode |
| 7 |
permiso.io
|
0% | 25% | Google AI Mode |
| 8 |
rapid7.com
|
0% | 25% | Google AI Mode |
| 9 |
semperis.com
|
0% | 12% | Google AI Mode |
| 10 |
sentinelone.com
|
0% | 12% | Google AI Mode |
| 11 |
ibm.com
|
0% | 12% | Google AI Mode |
| 12 |
duo.com
|
0% | 0% | Google AI Mode |
| 13 |
cyberark.com
|
0% | 0% | Google AI Mode |
| 14 |
sailpoint.com
|
0% | 0% | Google AI Mode |
| 15 |
saviynt.com
|
0% | 0% | Google AI Mode |
| 16 |
beyondtrust.com
|
0% | 0% | Google AI Mode |
| 17 |
varonis.com
|
0% | 0% | Google AI Mode |
| 18 |
blinkops.com
|
0% | 0% | Google AI Mode |
| 19 |
exabeam.com
|
0% | 0% | Google AI Mode |
| 20 |
oneidentity.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 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 →
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. How AI search ranking works →
Get your own identity threat detection and response 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 identity threat detection and response software AI visibility
Who leads AI visibility in identity threat detection and response software?
Okta leads with 37.5% visibility, well above the category average of 3.8% and ahead of Microsoft Defender for Identity at 25.0%. Okta also grew from 25.0% in the prior period, reinforcing its lead.
Which brand has the highest citation rate in this category?
Palo Alto Networks holds the highest citation rate at 37.5%, despite having 0.0% visibility, meaning the AI references its domain without naming it directly in responses.
What sources does AI cite most for identity threat detection and response research?
The top cited sources are gartner.com, huntress.com, cynet.com, google.com, stellarcyber.ai, sophos.com, netwrix.com, and youtube.com, indicating a mix of analyst, vendor-adjacent, and multimedia content.
Which brands are cited by AI but not named in direct responses?
Palo Alto Networks, CrowdStrike Falcon Identity Protection, Silverfort, Permiso, and Rapid7 all have 0.0% visibility paired with citation rates of 25.0% or higher, meaning the AI links to them without surfacing their names.
Which brand showed the biggest improvement in AI visibility recently?
Microsoft Defender for Identity rose four ranks from 6th to 2nd, with visibility jumping from 0.0% to 25.0% and citation also increasing by 25.0 percentage points.
Is AI visibility in this category concentrated on one engine?
Yes, Google AI Mode is the top engine for all 20 brands in the dataset without exception, suggesting the audit data reflects performance almost entirely on that single surface.