How AI answer engines name ClawGuard
Data through November 5, 2026
Across 1,622 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about AI Security & Privacy between May 10, 2026 and November 5, 2026, ClawGuard was named in 11 (0.7%).
Last 28 days: named in 4 of 609 answers (0.7%) to buyer questions about AI Security & Privacy, up 0.1 points from the 28 days before.
By engine
Answers each engine gave to buyer questions about AI Security & Privacy, and how many of them named ClawGuard.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 10 | 415 | 2.4% |
| Claude | 1 | 420 | 0.2% |
| Gemini | 0 | 357 | 0.0% |
| Perplexity | 0 | 391 | 0.0% |
| Google AI Mode | 0 | 24 | 0.0% |
| Google AI Overviews | 0 | 15 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 11 | 281 | 3.9% |
| Ranked list | 0 | 259 | 0.0% |
| Head-to-head | 0 | 267 | 0.0% |
| Is it worth it | 0 | 277 | 0.0% |
| How to choose | 0 | 277 | 0.0% |
| Problem first | 0 | 261 | 0.0% |
Week by week
ClawGuard was named in at least one answer in 10 of the 11 weeks on record; the latest was the week of October 26, 2026.
Each week's answers to buyer questions about AI Security & Privacy, Monday to Sunday, newest first, and how many of them named ClawGuard. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 0 | 67 | 0.0% | |
| 1 | 157 | 0.6% | |
| 1 | 156 | 0.6% | |
| 1 | 89 | 1.1% | |
| 1 | 179 | 0.6% | |
| 1 | 168 | 0.6% | |
| 1 | 168 | 0.6% | |
| 1 | 120 | 0.8% | |
| 2 | 187 | 1.1% | |
| 1 | 192 | 0.5% | |
| 1 | 139 | 0.7% |
Named first
When an answer named ClawGuard alongside another brand in this record, it was named first in 1 of 5 (20.0%).
Named alongside
- AI Guardrails: named together in 2 answers
- Meta: named together in 2 answers
- Claude: named together in 1 answer
- CrowdStrike: named together in 1 answer
- Mindgard: named together in 1 answer
- Palo Alto Networks: named together in 1 answer
- TrueFoundry: named together in 1 answer
Other sources the engines cited when they named ClawGuard
Domains other than ClawGuard's own sites, ranked by the number of answers that named ClawGuard and cited each domain. Own-site citations are shown separately below.
| Domain | Answers |
|---|---|
| arxiv.org | 8 |
| neuraltrust.ai | 8 |
| bridgekeeper.ai | 6 |
| pypi.org | 6 |
| dvarahq.com | 4 |
| enkryptai.com | 4 |
| alphaxiv.org | 3 |
| bubble.io | 2 |
| lovable.app | 2 |
| myra.eu | 2 |
ClawGuard's own site (clawguard.io) was cited in 2 of 11 (18.2%).
Across every answer run in the Machine Relations Index, not only the answers that named ClawGuard, clawguard.io was cited in 2 of 36,189 (0.01%), by 1 of the 6 engines it observes. The Index is still collecting evidence on clawguard.io before it grades or ranks it.
Across every AI Security & Privacy buyer question, not only the answers that named ClawGuard, the Machine Relations Index ranks which sources AI engines cite for AI Security & Privacy 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 ClawGuard?
ChatGPT named ClawGuard in 10 of 415 answers (2.4%) to buyer questions about AI Security & Privacy between May 10, 2026 and November 5, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed ClawGuard.
Which sources do AI engines cite when they mention ClawGuard?
Excluding ClawGuard's own sites, the domains cited most often in answers that named ClawGuard were arxiv.org (8 answers), neuraltrust.ai (8 answers) and bridgekeeper.ai (6 answers). ClawGuard's own site (clawguard.io) was cited in 2 of 11 (18.2%).
Which AI engine names ClawGuard most often?
ChatGPT, at 2.4%: it named ClawGuard in 10 of 415 answers to buyer questions about AI Security & Privacy.