How AI answer engines name Prompt Security
Data through October 24, 2026
Across 1,331 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about AI Security & Privacy between May 10, 2026 and October 24, 2026, Prompt Security was named in 25 (1.9%).
By engine
Answers each engine gave to buyer questions about AI Security & Privacy and Cybersecurity, and how many of them named Prompt Security.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 3 | 753 | 0.4% |
| Claude | 2 | 758 | 0.3% |
| Gemini | 19 | 747 | 2.5% |
| Perplexity | 1 | 729 | 0.1% |
| Google AI Mode | 3 | 125 | 2.4% |
| Google AI Overviews | 0 | 52 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 7 | 440 | 1.6% |
| Ranked list | 0 | 443 | 0.0% |
| Head-to-head | 0 | 403 | 0.0% |
| Is it worth it | 6 | 468 | 1.3% |
| How to choose | 11 | 467 | 2.4% |
| Problem first | 1 | 438 | 0.2% |
| News | 3 | 505 | 0.6% |
Week by week
Prompt Security was named in at least one answer in 11 of the 21 weeks on record; the latest was the week of October 12, 2026.
Each week's answers to buyer questions about AI Security & Privacy and Cybersecurity, Monday to Sunday, newest first, and how many of them named Prompt Security. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 0 | 260 | 0.0% | |
| 3 | 243 | 1.2% | |
| 5 | 349 | 1.4% | |
| 4 | 336 | 1.2% | |
| 2 | 196 | 1.0% | |
| 0 | 32 | 0.0% | |
| 0 | 104 | 0.0% | |
| 0 | 156 | 0.0% | |
| 2 | 204 | 1.0% | |
| 4 | 191 | 2.1% | |
| 3 | 280 | 1.1% | |
| 2 | 308 | 0.6% | |
| 0 | 48 | 0.0% | |
| 0 | 42 | 0.0% | |
| 0 | 53 | 0.0% | |
| 0 | 52 | 0.0% | |
| 0 | 34 | 0.0% | |
| 0 | 114 | 0.0% | |
| 1 | 111 | 0.9% | |
| 1 | 48 | 2.1% | |
| 1 | 3 | 33.3% |
Named first
When an answer named Prompt Security alongside another brand in this record, it was named first in 1 of 27 (3.7%).
Named alongside
- Lakera: named together in 16 answers
- Claude: named together in 9 answers
- Cyberhaven: named together in 9 answers
- Guardrails AI: named together in 9 answers
- Nightfall: named together in 8 answers
- GitHub: named together in 7 answers
- Netskope: named together in 7 answers
- Palo Alto Networks: named together in 7 answers
Sources the engines cited when they named Prompt Security
Domains cited in answers that named Prompt Security, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| aona.ai | 3 |
| crn.com | 3 |
| cyberhaven.com | 3 |
| forcepoint.com | 3 |
| langprotect.com | 3 |
| medium.com | 3 |
| reddit.com | 3 |
| sayers.com | 3 |
| securityweek.com | 3 |
| tech-insider.org | 3 |
Prompt Security's own site (prompt.security) was cited in 0 of 28 (0.0%).
Across every answer run in the Machine Relations Index, not only the answers that named Prompt Security, prompt.security was cited in 1 of 30,766 (0.00%), by 1 of the 6 engines it observes. The Index is still collecting evidence on prompt.security before it grades or ranks it.
Across every AI Security & Privacy buyer question, not only the answers that named Prompt Security, the Machine Relations Index ranks which sources AI engines cite for AI Security & Privacy questions.
All categories
| Category | Named | Answers | Rate |
|---|---|---|---|
| AI Security & Privacy | 25 | 1,331 | 1.9% |
| Cybersecurity | 3 | 1,833 | 0.2% |
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 Prompt Security?
ChatGPT named Prompt Security in 3 of 753 answers (0.4%) to buyer questions about AI Security & Privacy and Cybersecurity between May 10, 2026 and October 24, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Prompt Security.
Which sources do AI engines cite when they mention Prompt Security?
The domains cited most often in answers that named Prompt Security were aona.ai (3 answers), crn.com (3 answers) and cyberhaven.com (3 answers).
Which AI engine names Prompt Security most often?
Gemini, at 2.5%: it named Prompt Security in 19 of 747 answers to buyer questions about AI Security & Privacy and Cybersecurity.