Mid-marketnewNew since September 2026: not ranked then, 0% now.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 22 of 65, unchanged
Arctic Wolf · 1 category · Named, not rankedArctic Wolf Aurora MDR
4Judge labels
0First choices
0Negative labels
2 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.
Standing
2 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Arctic Wolf Aurora MDR was named 2 times in MDR, where Arctic Wolf Managed Detection and Response led with 37%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
Small businessnot named
0%
No model named it for this buyer.
Mid-market19 of 67
0%2 labels
under the label threshold
Enterprise35 of 67
0%1 label
under the label threshold
In mdr · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading
Standing by category
Every category where a model named Arctic Wolf Aurora MDR for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Managed detection and response | Security operations | 0% | 19 of 67 | 0% | 2 | under 10 labels · led by Arctic Wolf Managed Detection and Response at 37% | newNew since September 2026: not ranked then, 0% now. |
Movement
Since September 2026, Arctic Wolf Aurora MDR held within the floor in its one category: no change cleared 11 points.
Best category · MDR · by segment
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| MDR | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 19 of 67, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
By model
How each model treated Arctic Wolf Aurora MDR across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
How each model treated Arctic Wolf Aurora MDR across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
By framing
Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct0 labelsNone
Paraphrase0 labelsNone
Comparative4 labelsNone
Budget-constrained0 labelsNone
Scale-constrained0 labelsNone
Negative0 labelsNone
First choiceAlternativeMentionNegative4 labels in all, every segment counted; 0 of the 0 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Arctic Wolf if you value an ongoing security-team relationship” GPT-6 Luna · MDR · comparative prompt · alternative
“Strong customer experience focus with quarterly business reviews” Kimi K2 · MDR · comparative prompt · alternative
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
No model argued against it.
Named alongside
The products named in the same answers as Arctic Wolf Aurora MDR, over the 4 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Arctic Wolf Aurora MDR was named but was not.ShowHide
Named alongside
The products named in the same answers as Arctic Wolf Aurora MDR, over the 4 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Arctic Wolf Aurora MDR was named but was not.
ShowHideProductSame answerTook the first choice insteadHead to head
A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.
What carried it into the answer
The sites and pages cited by the answers that named Arctic Wolf Aurora MDR. A fact about retrieval, not a lever on the model.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 4 of the 4 answers that named Arctic Wolf Aurora MDR and are not a share of its labels.
Domains cited
arcticwolf.comYour site2
crowdstrike.com2
docs.arcticwolf.comYour site2
esentire.com2
expel.com2
forrester.com2
paloaltonetworks.com2
rapid7.com2
sentinelone.com2
sophos.com2
Sixteen of the twenty domain citations in answers naming Arctic Wolf Aurora MDR came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
arcticwolf.com ranks 9 on Google for the category's searches. In the answers, Arctic Wolf Aurora MDR takes 0% of first choices and Arctic Wolf Managed Detection and Response takes 37%.ShowHide
Search and answers
arcticwolf.com ranks 9 on Google for the category's searches. In the answers, Arctic Wolf Aurora MDR takes 0% of first choices and Arctic Wolf Managed Detection and Response takes 37%.
ShowHideIn search
Google, US estimatesPosition for “mdr service”
9
Position for “mdr services”
–
not in the top ten
- Its company's site
- arcticwolf.com shared with Arctic Wolf's other products; the figures are the site's
- Organic visits to its site
- about 40,780 a month
- Searches its site ranks for
- 4,999 · 366 in the top three
- Sites linking to it
- 9,832
- Paid Google search
- 1 searches its ads show for, about 0 clicks and $0 a month (estimate)
In answers
This editionShare of first choices
0%
rank 19 of 67 in MDR
Segment leader
37%
Arctic Wolf Managed Detection and Response
- First choices
- 0 across its categories
- Named in
- 4 answers
- Its own site cited
- in 4 of the answers that named it
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
Follow Arctic Wolf Aurora MDR
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
The company
Arctic Wolf is the company behind Arctic Wolf Aurora MDR.ShowHide
The company
Arctic Wolf is the company behind Arctic Wolf Aurora MDR.
ShowHideOn record
Company records- Also from Arctic Wolf
- Arctic Wolf Managed Detection and Response, Arctic Wolf Managed Security Awareness
In its own words
Stated by the vendor, not checked- Positioning
- Managed Detection and Response
- Price stated
- Contact for pricing arcticwolf.com/solutions/managed-detection-and-response
- Integrations claimed
- 200 arcticwolf.com/solutions/managed-detection-and-response
- Customers named
- Minnesota VikingsBetterHome Group
- Not stated on the pages read
- Starting price, free plan or trial, certifications, hosting
What Arctic Wolf Aurora MDR's own pages state, read October 6, 2026: arcticwolf.com/host-containment-for-arctic-wolf-managed-detection-and-response, arcticwolf.com/solutions/managed-detection-and-response, arcticwolf.com/resources/tag/managed-detection-response, arcticwolf.com/uk/solutions/managed-detection-and-response, arcticwolf.com/solutions/managed-detection-and-response/faq. A claimed page can correct any of them.
Is this your product?
Claim this page
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Arctic Wolf Aurora MDR's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Arctic Wolf Aurora MDR, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Arctic Wolf Aurora MDR by email, built from the raw record of the edition. It shows:
- where Arctic Wolf Aurora MDR is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Arctic Wolf Aurora MDR, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.