How AI answer engines name Arctic Wolf
Data through October 23, 2026
Across 1,811 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Cybersecurity between May 10, 2026 and October 23, 2026, Arctic Wolf was named in 30 (1.7%).
By engine
Answers each engine gave to buyer questions about Cybersecurity, and how many of them named Arctic Wolf.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 2 | 415 | 0.5% |
| Claude | 3 | 415 | 0.7% |
| Gemini | 9 | 411 | 2.2% |
| Perplexity | 10 | 415 | 2.4% |
| Google AI Mode | 4 | 112 | 3.6% |
| Google AI Overviews | 2 | 43 | 4.7% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 3 | 181 | 1.7% |
| Ranked list | 2 | 236 | 0.8% |
| Head-to-head | 3 | 187 | 1.6% |
| Is it worth it | 0 | 236 | 0.0% |
| How to choose | 0 | 236 | 0.0% |
| Problem first | 3 | 230 | 1.3% |
| News | 19 | 505 | 3.8% |
Week by week
Arctic Wolf was named in at least one answer in 10 of the 21 weeks on record; the latest was the week of October 19, 2026.
Each week's answers to buyer questions about Cybersecurity, Monday to Sunday, newest first, and how many of them named Arctic Wolf. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 6 | 149 | 4.0% | |
| 2 | 154 | 1.3% | |
| 1 | 170 | 0.6% | |
| 1 | 168 | 0.6% | |
| 0 | 28 | 0.0% | |
| 0 | 32 | 0.0% | |
| 0 | 104 | 0.0% | |
| 1 | 156 | 0.6% | |
| 0 | 84 | 0.0% | |
| 0 | 4 | 0.0% | |
| 0 | 88 | 0.0% | |
| 0 | 169 | 0.0% | |
| 0 | 48 | 0.0% | |
| 0 | 42 | 0.0% | |
| 6 | 53 | 11.3% | |
| 1 | 52 | 1.9% | |
| 0 | 34 | 0.0% | |
| 5 | 114 | 4.4% | |
| 5 | 111 | 4.5% | |
| 2 | 48 | 4.2% | |
| 0 | 3 | 0.0% |
Named first
When an answer named Arctic Wolf alongside another brand in this record, it was named first in 1 of 29 (3.4%).
Named alongside
- CrowdStrike: named together in 14 answers
- Snyk: named together in 12 answers
- Huntress: named together in 10 answers
- OneTrust: named together in 9 answers
- Sophos: named together in 9 answers
- Netskope: named together in 8 answers
- Expel: named together in 7 answers
- Palo Alto Networks: named together in 7 answers
Sources the engines cited when they named Arctic Wolf
Domains cited in answers that named Arctic Wolf, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| strategyofsecurity.com | 10 |
| morningstar.com | 9 |
| pitchbook.com | 5 |
| cybersecurityventures.com | 4 |
| expertinsights.com | 4 |
| youtube.com | 4 |
| builtin.com | 3 |
| crunchbase.com | 3 |
| cynet.com | 3 |
| evolutionequity.com | 3 |
Arctic Wolf's own site (arcticwolf.com) was cited in 2 of 30 (6.7%).
Across every answer run in the Machine Relations Index, not only the answers that named Arctic Wolf, arcticwolf.com was cited in 8 of 30,032 (0.03%), by 2 of the 6 engines it observes. The Index is still collecting evidence on arcticwolf.com before it grades or ranks it.
Across every Cybersecurity buyer question, not only the answers that named Arctic Wolf, the Machine Relations Index ranks which sources AI engines cite for Cybersecurity questions.
How this is measured
Names are matched case-sensitively from each brand's own homepage title, in answers stored by the Machine Relations Index. Only derived counts are published here; no answer text is.
A brand appears only once it has been named in at least 10 answers on 7 separate days.
A name match counts a mention. It does not count a recommendation, and it does not measure sentiment.
Categories are the Index's buyer-question categories.
Source: Machine Relations Index.
FAQ
Does ChatGPT recommend Arctic Wolf?
ChatGPT named Arctic Wolf in 2 of 415 answers (0.5%) to buyer questions about Cybersecurity between May 10, 2026 and October 23, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Arctic Wolf.
Which sources do AI engines cite when they mention Arctic Wolf?
The domains cited most often in answers that named Arctic Wolf were strategyofsecurity.com (10 answers), morningstar.com (9 answers) and pitchbook.com (5 answers).
Which AI engine names Arctic Wolf most often?
Google AI Overviews, at 4.7%: it named Arctic Wolf in 2 of 43 answers to buyer questions about Cybersecurity.