--- title: "How AI answer engines name AI Defense" description: "Last 28 days: named in 0 of 1,178 answers in its home categories (0.0%), down 0.6 points from the 28 days before." canonical: "https://paralabs.ai/brands/ai-defense" last-updated: "2026-11-01" --- # How AI answer engines name AI Defense > Across 2,002 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Cybersecurity between May 10, 2026 and November 1, 2026, AI Defense was named in 7 (0.3%). Last 28 days: named in 0 of 1,178 answers in its home categories (0.0%), down 0.6 points from the 28 days before. - URL: https://paralabs.ai/brands/ai-defense - Data through: November 1, 2026 - Domain profile: [aidefense.dev](https://machinerelations.ai/index/domains/aidefense.dev) ## By engine Answers each engine gave to buyer questions about Cybersecurity and AI Security & Privacy, and how many of them named AI Defense. | Engine | Named | Answers | Rate | | --- | ---: | ---: | ---: | | ChatGPT | 6 | 858 | 0.7% | | Claude | 1 | 863 | 0.1% | | Gemini | 4 | 802 | 0.5% | | Perplexity | 0 | 834 | 0.0% | | Google AI Mode | 1 | 140 | 0.7% | | Google AI Overviews | 0 | 60 | 0.0% | ## By question type The same answers, split by the shape of the buyer question. | Question type | Named | Answers | Rate | | --- | ---: | ---: | ---: | | Best-of | 1 | 506 | 0.2% | | Ranked list | 9 | 503 | 1.8% | | Head-to-head | 0 | 461 | 0.0% | | Is it worth it | 0 | 542 | 0.0% | | How to choose | 0 | 542 | 0.0% | | Problem first | 0 | 498 | 0.0% | | News | 2 | 505 | 0.4% | ## Week by week AI Defense was named in at least one answer in 7 of the 22 weeks on record; the latest was the week of September 28, 2026. Each week's answers to buyer questions about Cybersecurity and AI Security & Privacy, Monday to Sunday, newest first, and how many of them named AI Defense. The questions asked can differ from one week to the next. | Week of | Named | Answers | Rate | | --- | ---: | ---: | ---: | | October 26, 2026 | 0 | 326 | 0.0% | | October 19, 2026 | 0 | 327 | 0.0% | | October 12, 2026 | 0 | 243 | 0.0% | | October 5, 2026 | 0 | 349 | 0.0% | | September 28, 2026 | 1 | 336 | 0.3% | | September 21, 2026 | 2 | 196 | 1.0% | | August 17, 2026 | 0 | 32 | 0.0% | | August 10, 2026 | 2 | 104 | 1.9% | | August 3, 2026 | 2 | 156 | 1.3% | | July 27, 2026 | 0 | 204 | 0.0% | | July 20, 2026 | 0 | 191 | 0.0% | | July 13, 2026 | 1 | 280 | 0.4% | | July 6, 2026 | 2 | 308 | 0.6% | | June 29, 2026 | 0 | 48 | 0.0% | | June 22, 2026 | 0 | 42 | 0.0% | | June 15, 2026 | 0 | 53 | 0.0% | | June 8, 2026 | 0 | 52 | 0.0% | | June 1, 2026 | 0 | 34 | 0.0% | | May 25, 2026 | 2 | 114 | 1.8% | | May 18, 2026 | 0 | 111 | 0.0% | | May 11, 2026 | 0 | 48 | 0.0% | | May 4, 2026 (from May 10, 2026) | 0 | 3 | 0.0% | ## Named first When an answer named AI Defense alongside another brand in this record, it was named first in 0 of 11 (0.0%). ## Named alongside - [Cisco](https://paralabs.ai/brands/cisco): named together in 5 answers - [KnowBe4](https://paralabs.ai/brands/knowbe4): named together in 5 answers - [HiddenLayer](https://paralabs.ai/brands/hiddenlayer): named together in 4 answers - [Toolbox](https://paralabs.ai/brands/toolbox): named together in 4 answers - [Cofense](https://paralabs.ai/brands/cofense): named together in 2 answers - [MLflow](https://paralabs.ai/brands/mlflow): named together in 2 answers - [AI Guardrails](https://paralabs.ai/brands/ai-guardrails): named together in 1 answers - [Brandfetch](https://paralabs.ai/brands/brandfetch): named together in 1 answers ## Sources the engines cited when they named AI Defense Domains cited in answers that named AI Defense, by the number of those answers that cited them. | Domain | Answers | | --- | ---: | | [analyticsinsight.net](https://machinerelations.ai/index/domains/analyticsinsight.net) | 5 | | [prnewswire.com](https://machinerelations.ai/index/domains/prnewswire.com) | 5 | | [arxiv.org](https://machinerelations.ai/index/domains/arxiv.org) | 4 | | [brside.com](https://machinerelations.ai/index/domains/brside.com) | 4 | | [microsoft.com](https://machinerelations.ai/index/domains/microsoft.com) | 4 | | [owasp.org](https://machinerelations.ai/index/domains/owasp.org) | 4 | | [financialit.net](https://machinerelations.ai/index/domains/financialit.net) | 3 | | [github.com](https://machinerelations.ai/index/domains/github.com) | 3 | | [knowbe4.com](https://machinerelations.ai/index/domains/knowbe4.com) | 3 | | [riskpublishing.com](https://machinerelations.ai/index/domains/riskpublishing.com) | 3 | AI Defense's own site ([aidefense.dev](https://machinerelations.ai/index/domains/aidefense.dev)) was cited in 0 of 12 (0.0%). Across every answer run in the Machine Relations Index, not only the answers that named AI Defense, aidefense.dev was cited in 3 of 34,788 (0.01%), by 2 of the 6 engines it observes. The Index is still collecting evidence on aidefense.dev before it grades or ranks it. Across every Cybersecurity buyer question, not only the answers that named AI Defense, the Machine Relations Index ranks [which sources AI engines cite for Cybersecurity questions](https://machinerelations.ai/index/categories/cybersecurity). ## All categories | Category | Named | Answers | Rate | | --- | ---: | ---: | ---: | | [Cybersecurity](https://machinerelations.ai/index/categories/cybersecurity) | 7 | 2,002 | 0.3% | | [AI Security & Privacy](https://machinerelations.ai/index/categories/ai-security-privacy) | 5 | 1,555 | 0.3% | ## 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](https://machinerelations.ai/machine-relations-index). ## FAQ ### Does ChatGPT recommend AI Defense? ChatGPT named AI Defense in 6 of 858 answers (0.7%) to buyer questions about Cybersecurity and AI Security & Privacy between May 10, 2026 and November 1, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed AI Defense. ### Which sources do AI engines cite when they mention AI Defense? The domains cited most often in answers that named AI Defense were analyticsinsight.net (5 answers), prnewswire.com (5 answers) and arxiv.org (4 answers). ### Which AI engine names AI Defense most often? ChatGPT, at 0.7%: it named AI Defense in 6 of 858 answers to buyer questions about Cybersecurity and AI Security & Privacy. ## Machine-readable related links - Primary concept: [AI brand visibility](https://paralabs.ai/brands) - Related brand: [How AI answer engines name Cisco](https://paralabs.ai/brands/cisco) - Related brand: [How AI answer engines name KnowBe4](https://paralabs.ai/brands/knowbe4) - Related brand: [How AI answer engines name HiddenLayer](https://paralabs.ai/brands/hiddenlayer) - Source data: [Machine Relations Index](https://machinerelations.ai/machine-relations-index) - Research index: [Para Labs brand index](https://paralabs.ai/brands) - Machine manifest: [Para Labs machine manifest](https://paralabs.ai/machine-manifest.json)