AEO for incident response services: AI search visibility ranking
How AI search engines rank incident response services 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 services that help organizations investigate breaches, contain threats, recover operations, and improve resilience after cyber incidents. 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 AI engines are asked about leading incident response services, Kroll frequently emerges as the leader with a visibility rating of 12.5%. Mandiant and CrowdStrike also receive notable mentions, standing out amongst the top brands. With a citation percentage of 62.5%, Kroll solidifies its position as a trusted name in the competitive field of security services.
The rankings are heavily influenced by the sources AI engines rely on, including youtube.com, cynet.com, and kroll.com, as well as review aggregator sites like g2.com and gartner.com. This emphasis on both educational content and user feedback illustrates the importance of established reputation and continuous innovation in answering buyer queries effectively.
For buyers examining this list, one critical aspect to consider is the AI engines' preference for brands with recent, credible third-party evaluations and a strong presence in specialized areas of incident response. Brands like Kroll that consistently demonstrate topical authority and garner high citation rates are more likely to provide reliable and effective services.
At a glance
What we observed in this category
Kroll leads the incident response services AEO landscape with a composite score of 27.5, ahead of Mandiant (26.2) and CrowdStrike (25.0). The gap is notable because Kroll achieves this rank despite only 12.5% visibility, the lowest among the top three. Its citation rate of 62.5% is the highest in the category by a wide margin, suggesting Google AI Mode treats Kroll as a trusted authoritative source rather than simply a frequently surfaced name. That distinction has meaningful implications for how brands in this category should prioritise AEO efforts.
Mandiant presents the clearest example of visibility and citation diverging in this category. It appears in 37.5% of AI responses, the highest visibility score of any brand, yet carries a 0.0% citation rate. CrowdStrike shows a more balanced profile at 25.0% on both metrics. Meanwhile, SentinelOne and Optiv each hold 0.0% visibility but 25.0% citation rates, meaning AI Mode references their content as sources without naming them in answers. This split between being named and being trusted as a source is a defining pattern in this category's AEO data.
Google AI Mode is the dominant engine across all top ten brands, with no outlier engines appearing in the data. The top cited external sources include youtube.com, g2.com, gartner.com, and cynet.com alongside kroll.com itself, indicating AI Mode is anchoring on a mix of review platforms, analyst content, and vendor-owned material. The presence of huntress.com and exabeam.com in the cited sources list, despite neither appearing in the ranked brand table, suggests AI is pulling supporting content from specialists outside the primary competitive set.
Movers & shakers since last refresh
Biggest visibility risers
-
Arctic Wolf 0% → 12% · rank #10 → #4+12pp
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Unit 42 0% → 12% · rank #9 → #5+12pp
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Sophos 0% → 12% · rank #15 → #6+12pp
Biggest visibility fallers
-
CrowdStrike 38% → 25% · rank #1 → #3-12pp
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Deloitte 12% → 0% · rank #4 → #19-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
kroll.com
|
12% | 62% | Google AI Mode |
Kroll holds the top composite score of 27.5 driven by a category-leading 62.5% citation rate, despite visibility of just 12.5%, well below Mandiant's 37.5%. |
||||
| 2 |
mandiant.com
|
38% | 0% | Google AI Mode |
Mandiant has the highest visibility in the category at 37.5%, nearly seven times the 5.6% average, but its 0.0% citation rate limits its composite score to 26.2. |
||||
| 3 |
crowdstrike.com
|
25% | 25% | Google AI Mode |
CrowdStrike sits at rank 3 with balanced scores of 25.0% on both visibility and citation, though visibility fell 12.5 points from its previous period as rank-one position. |
||||
| 4 |
arcticwolf.com
|
12% | 25% | Google AI Mode |
Arctic Wolf is the biggest riser in the dataset, climbing from rank 10 to rank 4 with citation growing from 0.0% to 25.0% and visibility moving from 0.0% to 12.5%. |
||||
| 5 |
unit42.paloaltonetworks.com
|
12% | 0% | Google AI Mode |
Unit 42 rose four places to rank 5 with a visibility gain of 12.5 points, but its 0.0% citation rate puts it level with Sophos and below the top four on composite score. |
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| 6 |
sophos.com
|
12% | 0% | Google AI Mode |
| 7 |
sentinelone.com
|
0% | 25% | Google AI Mode |
| 8 |
optiv.com
|
0% | 25% | Google AI Mode |
| 9 |
rapid7.com
|
0% | 12% | Google AI Mode |
| 10 |
ibm.com
|
0% | 12% | Google AI Mode |
| 11 |
sygnia.co
|
0% | 0% | Google AI Mode |
| 12 |
secureworks.com
|
0% | 0% | Google AI Mode |
| 13 |
nccgroup.com
|
0% | 0% | Google AI Mode |
| 14 |
guidepointsecurity.com
|
0% | 0% | Google AI Mode |
| 15 |
trustwave.com
|
0% | 0% | Google AI Mode |
| 16 |
talosintelligence.com
|
0% | 0% | Google AI Mode |
| 17 |
areteir.com
|
0% | 0% | Google AI Mode |
| 18 |
cybereason.com
|
0% | 0% | Google AI Mode |
| 19 |
deloitte.com
|
0% | 0% | Google AI Mode |
| 20 |
kpmg.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on incident response services, 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 services 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 services
Who leads AEO in incident response services?
Kroll leads with a composite score of 27.5, achieved through a 62.5% citation rate that is the highest in the category, despite relatively low visibility of 12.5%.
What is the difference between visibility and citation in this category's AEO data?
Visibility measures how often a brand is named in AI answers, while citation measures how often its content is sourced. Mandiant scores 37.5% on visibility but 0.0% on citation, showing a brand can be discussed frequently without its content being trusted as a reference.
What sources does AI cite most for incident response services research?
The top cited sources include youtube.com, gartner.com, g2.com, cynet.com, and kroll.com, indicating Google AI Mode draws on analyst platforms, review sites, and vendor content when generating answers in this category.
Which brands are gaining AEO ground in incident response services?
Arctic Wolf made the largest move, rising six places to rank 4 with citation growing from 0.0% to 25.0%. Unit 42 and Sophos each gained 12.5 visibility points from a zero base in the same period.
Which previously strong brands have lost AEO visibility in this category?
Deloitte fell from rank 4 to rank 19, losing 12.5 visibility points and 12.5 citation points, while CrowdStrike dropped from rank 1 to rank 3 as visibility fell from 37.5% to 25.0%.
How concentrated is AEO performance across the top brands in incident response services?
The category average visibility is 5.6% and average citation is 9.4%, meaning the top five brands all significantly outperform the field, with the top three holding composite scores above 25.0 compared to a sharp drop-off after rank 4.