AEO for incident response firms: AI search visibility ranking
How AI search engines rank incident response firms 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. Incident response firms helping organizations investigate breaches, contain threats, restore systems, negotiate ransomware events, and strengthen post-incident resilience. 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 evaluating incident response firms, AI answers consistently place CrowdStrike at the forefront, with a visibility percentage of 62.5. Mandiant and Kroll also feature prominently, securing significant recognition among recommended brands. CrowdStrike's dominance in AI discussions signals its strong industry position and widespread acknowledgment by AI engines.
The rankings are shaped by frequently cited sources such as worldmetrics.org and gartner.com, which provide authoritative insights and reviews. The presence of aggregator and review sites in these sources suggests a reliance on expert analysis and user feedback to inform AI recommendations, emphasizing the importance of detailed evaluations from trusted platforms.
For someone choosing a brand based on this list, it is crucial to note what AI engines prioritize: recent reviews and third-party validation. A firm's topical authority within its specific subcategory heavily influences its ranking. Thus, focusing on how frequently a firm is positively reviewed and mentioned by reputable sources can enhance decision-making.
At a glance
What we observed in this category
CrowdStrike leads the incident response category with a composite score of 55.0, edging out Mandiant (52.5) and Kroll (50.0). The gap between these three and the rest is severe: Unit 42 sits at 26.2 and Arctic Wolf drops to 7.5, while six of the top ten brands score exactly 0.0. CrowdStrike also recorded the largest rank change, rising from position 3 to 1 with a visibility delta of 50 points, signalling a sharp recent shift in AI attention toward that brand.
Mandiant presents the clearest divergence between being named and being trusted: it holds the highest raw visibility at 75.0% but carries a 0.0% citation rate, meaning Google AI Mode describes it frequently without linking to its domain as a source. Kroll is the opposite pattern, matching its 50.0% visibility with a 50.0% citation rate, the most balanced ratio in the set. Arctic Wolf shows a third pattern: 0.0% visibility yet a 25.0% citation rate, indicating it is referenced as a source while rarely being named in AI-generated descriptions.
Google AI Mode is the top engine for every brand in the dataset, confirming that this category's AI visibility is almost entirely concentrated in one engine. The top cited external sources include worldmetrics.org, gartner.com, and kroll.com, alongside paloaltonetworks.com, which is the parent domain of Unit 42. The presence of youtube.com and smaller outlets like channelinsider.com and eventussecurity.com suggests Google AI Mode is drawing on a mixed and sometimes non-specialist source pool when constructing incident response answers.
Movers & shakers since last refresh
Biggest visibility risers
-
CrowdStrike 12% → 62% · rank #3 → #1+50pp
-
Mandiant 25% → 75% · rank #2 → #2+50pp
-
Kroll 12% → 50% · rank #1 → #3+38pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
crowdstrike.com
|
62% | 38% | Google AI Mode |
CrowdStrike leads with a composite score of 55.0 and visibility of 62.5%, the largest single-period visibility gain in the category at plus 50 points. |
||||
| 2 |
mandiant.com
|
75% | 0% | Google AI Mode |
Mandiant has the highest visibility in the set at 75.0% but a 0.0% citation rate, making it the starkest named-but-not-cited brand in the category. |
||||
| 3 |
kroll.com
|
50% | 50% | Google AI Mode |
Kroll is the only top-five brand where visibility and citation are equal at 50.0% each, and its domain appears directly in the top cited sources list. |
||||
| 4 |
unit42.paloaltonetworks.com
|
38% | 0% | Google AI Mode |
Unit 42 sits at 37.5% visibility and 0.0% citation, scoring 26.2 composite, well below the top three despite its parent domain paloaltonetworks.com appearing in cited sources. |
||||
| 5 |
arcticwolf.com
|
0% | 25% | Google AI Mode |
Arctic Wolf has 0.0% visibility but a 25.0% citation rate, the only brand in the top five cited more often than it is named in AI-generated responses. |
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| 6 |
sygnia.co
|
0% | 12% | Google AI Mode |
| 7 |
sophos.com
|
0% | 12% | Google AI Mode |
| 8 |
coalfire.com
|
0% | 0% | Google AI Mode |
| 9 |
boozallen.com
|
0% | 0% | Google AI Mode |
| 10 |
trustwave.com
|
0% | 0% | Google AI Mode |
| 11 |
tetradefense.com
|
0% | 0% | Google AI Mode |
| 12 |
cybereason.com
|
0% | 0% | Google AI Mode |
| 13 |
checkpoint.com
|
0% | 0% | Google AI Mode |
| 14 |
rapid7.com
|
0% | 0% | Google AI Mode |
| 15 |
fortra.com
|
0% | 0% | Google AI Mode |
| 16 |
secureworks.com
|
0% | 0% | Google AI Mode |
| 17 |
guidepointsecurity.com
|
0% | 0% | Google AI Mode |
| 18 |
withsecure.com
|
0% | 0% | Google AI Mode |
| 19 |
aon.com
|
0% | 0% | Google AI Mode |
| 20 |
netspi.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on incident response firms, 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 incident response firms 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 incident response firms
Who leads AI visibility in incident response firms?
CrowdStrike leads with a composite score of 55.0 and visibility of 62.5%, having risen from rank 3 to rank 1 with a visibility gain of 50 points in the current period.
Which incident response brand is most visible but least cited by Google AI Mode?
Mandiant has the highest visibility at 75.0% but a citation rate of 0.0%, meaning Google AI Mode names it frequently without linking to its domain as a source.
What sources does Google AI Mode anchor on for incident response research?
The top cited sources include worldmetrics.org, gartner.com, kroll.com, paloaltonetworks.com, and youtube.com, suggesting a mixed pool of analyst, brand, and general web content.
How concentrated is AI visibility across the 20 brands in this category?
It is highly concentrated: the category average visibility is 11.2% and average citation is 6.9%, while six of the top ten brands score 0.0 composite, indicating most brands have no measurable AI presence.
Which brand shows the best balance between being named and being cited?
Kroll has equal visibility and citation rates of 50.0% each, the most balanced ratio in the dataset, and its domain kroll.com also appears directly in the top cited sources list.
Is any incident response brand cited by AI without being named in responses?
Arctic Wolf Incident Response has 0.0% visibility but a 25.0% citation rate, indicating its content is referenced as a source even though the brand itself is not surfaced in AI-generated descriptions.