How AI answer engines name SecurityScorecard
Data through October 20, 2026
Across 1,662 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Cybersecurity between May 10, 2026 and October 20, 2026, SecurityScorecard was named in 10 (0.6%).
By engine
Answers each engine gave to buyer questions about Cybersecurity, and how many of them named SecurityScorecard.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 0 | 380 | 0.0% |
| Claude | 0 | 380 | 0.0% |
| Gemini | 1 | 376 | 0.3% |
| Perplexity | 1 | 380 | 0.3% |
| Google AI Mode | 5 | 107 | 4.7% |
| Google AI Overviews | 3 | 39 | 7.7% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 181 | 0.0% |
| Ranked list | 0 | 206 | 0.0% |
| Head-to-head | 0 | 157 | 0.0% |
| Is it worth it | 1 | 206 | 0.5% |
| How to choose | 0 | 206 | 0.0% |
| Problem first | 0 | 201 | 0.0% |
| News | 9 | 505 | 1.8% |
Week by week
SecurityScorecard was named in at least one answer in 6 of the 20 weeks on record; the latest was the week of October 5, 2026.
Each week's answers to buyer questions about Cybersecurity, Monday to Sunday, newest first, and how many of them named SecurityScorecard. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 0 | 154 | 0.0% | |
| 1 | 170 | 0.6% | |
| 0 | 168 | 0.0% | |
| 0 | 28 | 0.0% | |
| 0 | 32 | 0.0% | |
| 0 | 104 | 0.0% | |
| 0 | 156 | 0.0% | |
| 0 | 84 | 0.0% | |
| 0 | 4 | 0.0% | |
| 0 | 88 | 0.0% | |
| 0 | 169 | 0.0% | |
| 0 | 48 | 0.0% | |
| 2 | 42 | 4.8% | |
| 2 | 53 | 3.8% | |
| 2 | 52 | 3.8% | |
| 0 | 34 | 0.0% | |
| 2 | 114 | 1.8% | |
| 0 | 111 | 0.0% | |
| 1 | 48 | 2.1% | |
| 0 | 3 | 0.0% |
Named first
When an answer named SecurityScorecard alongside another brand in this record, it was named first in 2 of 9 (22.2%).
Named alongside
- Palo Alto Networks: named together in 3 answers
- Veeam: named together in 2 answers
- Huntress: named together in 1 answers
- Noma Security: named together in 1 answers
- Okta: named together in 1 answers
- OneTrust: named together in 1 answers
- Qualys: named together in 1 answers
- Snyk: named together in 1 answers
Sources the engines cited when they named SecurityScorecard
Domains cited in answers that named SecurityScorecard, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| nist.gov | 5 |
| zeronetworks.com | 4 |
| cisa.gov | 3 |
| paloaltonetworks.com | 3 |
| researchgate.net | 3 |
| youtube.com | 3 |
| cisecurity.org | 2 |
| cmu.edu | 2 |
| elisity.com | 2 |
| fortinet.com | 2 |
SecurityScorecard's own site (securityscorecard.com) was cited in 6 of 11 (54.5%).
Across every answer run in the Machine Relations Index, not only the answers that named SecurityScorecard, securityscorecard.com was cited in 36 of 28,201 (0.13%), by 4 of the 6 engines it observes. Its Index confidence grade is C, and the Index ranks it #670 of 32,242 cited domains and #351 of 27,839 other observed sources.
All categories
| Category | Named | Answers | Rate |
|---|---|---|---|
| Cybersecurity | 10 | 1,662 | 0.6% |
| iGaming & Betting | 1 | 905 | 0.1% |
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 SecurityScorecard?
ChatGPT did not name SecurityScorecard in any of its 380 answers to buyer questions about Cybersecurity between May 10, 2026 and October 20, 2026.
Which sources do AI engines cite when they mention SecurityScorecard?
The domains cited most often in answers that named SecurityScorecard were nist.gov (5 answers), zeronetworks.com (4 answers) and cisa.gov (3 answers).
Which AI engine names SecurityScorecard most often?
Google AI Overviews, at 7.7%: it named SecurityScorecard in 3 of 39 answers to buyer questions about Cybersecurity.