AEO Rankings · Security

AEO for managed detection and response services: AI search visibility ranking

By monitoraeo Last updated August 05, 2026 Refreshed every 90 days

How AI search engines rank managed detection and 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. Managed detection and response providers used to deliver continuous threat monitoring, triage, investigation, and guided response for security teams that need always-on coverage. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →

Avg visibility across category

Avg citation rate

20/20

Brands successfully audited

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When buyers turn to AI engines to learn about Managed detection and response services, Huntress consistently comes out on top, cited in 37.5% of responses. Sophos MDR and Arctic Wolf also frequently appear as top contenders. This suggests a solid recognition of Huntress in the field, making it a strong candidate for further exploration.

The rankings are significantly influenced by well-regarded sources like gartner.com and channelinsider.com, which provide comprehensive reviews and analysis. The presence of aggregator and review sites among the top-cited sources indicates that AI engines rely on a broad range of expert opinions and user feedback to shape their recommendations.

For buyers navigating this list, one key factor to consider is the value AI engines place on recent, authoritative third-party reviews. Prioritizing brands that consistently receive favorable reviews or are frequently mentioned by trusted sources can offer an extra layer of assurance, ensuring you choose a service with recognized expertise in specific subcategories of Managed detection and response services.

At a glance

Category leader Huntress 38% visibility · named in 3 of 8 AI answers

Most cited brand Rapid7 MDR 50% citation rate · the AI's most-trusted source brand in managed detection and response services

Top cited domain gartner.com Referenced by AI across the managed detection and response services query set — the highest-leverage PR target in this category

Visibility spread 38pp Gap between top and bottom of the ranking · 15 brands at 0% (invisible to the AI)

What we observed in this category

Huntress and Sophos MDR share the category lead with identical composite scores of 37.5, both running at five times the category average visibility of 7.5 percent. Arctic Wolf sits just behind at a composite of 26.2 despite matching their 37.5 percent visibility, because its citation rate is zero. That gap between Arctic Wolf and the joint leaders is driven entirely by citation performance, not presence, which signals a meaningful structural difference in how AI treats those brands as sources worth linking.

The visibility-versus-citation split is the sharpest pattern in this data. Rapid7 MDR has zero visibility yet a 50 percent citation rate, the highest in the category, giving it a composite of just 15.0. UnderDefense and SentinelOne Vigilance show the same pattern: zero visibility, 25 percent citation each. Arctic Wolf and CrowdStrike Falcon Complete sit in the opposite position, named frequently but never cited. Being mentioned and being trusted as a source are clearly separate signals in Google AI Mode for this category.

Google AI Mode is the top engine for every single brand in the dataset, confirming this category's AI visibility is concentrated on one engine with no meaningful cross-engine distribution recorded. The cited sources list is anchored by third-party authorities such as gartner.com and channelinsider.com before any vendor domains appear. Among vendor domains, sophos.com, rapid7.com, and huntress.com appear in the cited sources list, which aligns with their citation rates and partly explains why those brands score above peers with comparable or higher raw visibility.

Movers & shakers since last refresh

Biggest visibility risers

Huntress 0% → 38% · rank #1 → #1
+38pp
Sophos MDR 12% → 38% · rank #3 → #2
+25pp
Arctic Wolf 12% → 38% · rank #2 → #3
+25pp

The AEO ranking

#	Brand	Visibility	Citation	Top engine
1	Huntress huntress.com	38%	38%	Google AI Mode
Huntress leads with a composite of 37.5 and visibility five times the 7.5 percent category average, and its domain appears directly in the top cited sources list.
2	Sophos MDR sophos.com	38%	38%	Google AI Mode
Sophos MDR matches Huntress at 37.5 composite and is the only brand in the top three to show both visibility and citation growing simultaneously, with citation delta of plus 25 percent.
3	Arctic Wolf arcticwolf.com	38%	0%	Google AI Mode
Arctic Wolf matches the top two on visibility at 37.5 percent but scores zero on citations, pulling its composite down to 26.2 and separating it from the joint leaders.
4	CrowdStrike Falcon Complete crowdstrike.com	25%	0%	Google AI Mode
CrowdStrike Falcon Complete holds 25 percent visibility, above the 7.5 average, but records zero citations, leaving its composite at 17.5 and below Arctic Wolf.
5	Rapid7 MDR rapid7.com	0%	50%	Google AI Mode
Rapid7 MDR is a stark outlier with zero visibility but the highest citation rate in the category at 50 percent, placing its composite at 15.0 entirely on source-trust signals.
6	Expel expel.com	12%	0%	Google AI Mode
7	UnderDefense underdefense.com	0%	25%	Google AI Mode
8	SentinelOne Vigilance sentinelone.com	0%	25%	Google AI Mode
9	BlueVoyant bluevoyant.com	0%	12%	Google AI Mode
10	ReliaQuest reliaquest.com	0%	0%	Google AI Mode
11	Trustwave trustwave.com	0%	0%	Google AI Mode
12	Blackpoint Cyber blackpointcyber.com	0%	0%	Google AI Mode
13	eSentire esentire.com	0%	0%	Google AI Mode
14	Red Canary redcanary.com	0%	0%	Google AI Mode
15	Critical Start criticalstart.com	0%	0%	Google AI Mode
16	Cybereason MDR cybereason.com	0%	0%	Google AI Mode
17	Deepwatch deepwatch.com	0%	0%	Google AI Mode
18	Secureworks Taegis MDR secureworks.com	0%	0%	Google AI Mode
19	Netsurion netsurion.com	0%	0%	Google AI Mode
20	Adlumin adlumin.com	0%	0%	Google AI Mode

Sources AI engines trust in this category

Across the 8 buyer-intent queries we ran on managed detection and 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.

gartner.comchannelinsider.comdefendify.comcynet.combellatorcyber.comsophos.comrapid7.comhuntress.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 managed detection and 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.

Audit your managed detection and response services brand → Browse all AEO rankings Methodology →

Frequently asked about AEO for managed detection and response services

Who leads AI visibility in managed detection and response services?

Huntress and Sophos MDR are joint leaders, both scoring a composite of 37.5 with visibility at 37.5 percent, five times the category average of 7.5 percent.

Which MDR brand is cited most often by Google AI Mode even though it rarely appears in responses?

Rapid7 MDR has the highest citation rate in the category at 50 percent despite zero visibility, meaning AI uses its content as a source without naming it as a recommended brand.

What sources does AI cite most for managed detection and response research?

The top cited sources are gartner.com and channelinsider.com, followed by vendor domains including sophos.com, rapid7.com, and huntress.com, showing a mix of analyst authority and vendor content.

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

Arctic Wolf and CrowdStrike Falcon Complete both have zero citation rates despite visibility of 37.5 percent and 25 percent respectively, indicating AI names them without treating their content as a reference.

Is AI visibility in this category spread across multiple engines?

No. Google AI Mode is recorded as the top engine for every brand in the dataset, with no other engine contributing to scores.

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

The category average visibility is 7.5 percent, while the top three brands each reach 37.5 percent, showing visibility is heavily concentrated among a small cluster at the top.