How AI answer engines name Aikido Security
Data through October 10, 2026
Across 1,478 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Cybersecurity between May 10, 2026 and October 10, 2026, Aikido Security was named in 16 (1.1%).
By engine
Answers each engine gave to buyer questions about Cybersecurity, and how many of them named Aikido Security.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 5 | 337 | 1.5% |
| Claude | 5 | 337 | 1.5% |
| Gemini | 1 | 334 | 0.3% |
| Perplexity | 4 | 337 | 1.2% |
| Google AI Mode | 1 | 100 | 1.0% |
| Google AI Overviews | 0 | 33 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 121 | 0.0% |
| Ranked list | 7 | 176 | 4.0% |
| Head-to-head | 0 | 152 | 0.0% |
| Is it worth it | 0 | 176 | 0.0% |
| How to choose | 0 | 176 | 0.0% |
| Problem first | 0 | 172 | 0.0% |
| News | 9 | 505 | 1.8% |
Named first
When an answer named Aikido Security alongside another brand in this record, it was named first in 5 of 16 (31.3%).
Named alongside
- Qualys: named together in 7 answers
- Cyera: named together in 6 answers
- Orca Security: named together in 4 answers
- GitGuardian: named together in 2 answers
- Huntress: named together in 2 answers
- Snyk: named together in 2 answers
- Cisco: named together in 1 answers
- CrowdStrike: named together in 1 answers
Sources the engines cited when they named Aikido Security
Domains cited in answers that named Aikido Security, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| wiz.io | 7 |
| orca.security | 6 |
| vicarius.io | 6 |
| guptadeepak.com | 5 |
| riskwatch.com | 5 |
| accuknox.com | 4 |
| complyjet.com | 4 |
| expertinsights.com | 4 |
| gartner.com | 4 |
| reddit.com | 4 |
Aikido Security's own site (aikido.dev) was cited in 5 of 16 (31.3%).
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 Aikido Security?
ChatGPT named Aikido Security in 5 of 337 answers (1.5%) to buyer questions about Cybersecurity between May 10, 2026 and October 10, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Aikido Security.
Which sources do AI engines cite when they mention Aikido Security?
The domains cited most often in answers that named Aikido Security were wiz.io (7 answers), orca.security (6 answers) and vicarius.io (6 answers).
Which AI engine names Aikido Security most often?
ChatGPT, at 1.5%: it named Aikido Security in 5 of 337 answers to buyer questions about Cybersecurity.