How AI answer engines name BigID
Data through October 10, 2026
Across 974 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about AI Security & Privacy between May 10, 2026 and October 10, 2026, BigID was named in 37 (3.8%).
By engine
Answers each engine gave to buyer questions about AI Security & Privacy, Legal & Compliance and Cybersecurity, and how many of them named BigID.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 12 | 673 | 1.8% |
| Claude | 15 | 678 | 2.2% |
| Gemini | 24 | 675 | 3.6% |
| Perplexity | 13 | 649 | 2.0% |
| Google AI Mode | 8 | 199 | 4.0% |
| Google AI Overviews | 3 | 64 | 4.7% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 299 | 0.0% |
| Ranked list | 28 | 324 | 8.6% |
| Head-to-head | 0 | 308 | 0.0% |
| Is it worth it | 9 | 348 | 2.6% |
| How to choose | 0 | 348 | 0.0% |
| Problem first | 0 | 320 | 0.0% |
| News | 38 | 991 | 3.8% |
Named first
When an answer named BigID alongside another brand in this record, it was named first in 20 of 36 (55.6%).
Named alongside
- Salesforce: named together in 9 answers
- Cyera: named together in 8 answers
- Zendesk: named together in 8 answers
- HubSpot: named together in 4 answers
- Varonis: named together in 4 answers
- Databricks: named together in 3 answers
- Nightfall: named together in 3 answers
- Stripe: named together in 3 answers
Sources the engines cited when they named BigID
Domains cited in answers that named BigID, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| ketch.com | 33 |
| osano.com | 23 |
| trustarc.com | 23 |
| ovaledge.com | 22 |
| enzuzo.com | 20 |
| g2.com | 16 |
| usercentrics.com | 15 |
| vanta.com | 13 |
| reddit.com | 11 |
| onetrust.com | 10 |
BigID's own site (bigid.com) was cited in 28 of 76 (36.8%).
All categories
| Category | Named | Answers | Rate |
|---|---|---|---|
| AI Security & Privacy | 37 | 974 | 3.8% |
| Legal & Compliance | 34 | 486 | 7.0% |
| Cybersecurity | 4 | 1,478 | 0.3% |
| Enterprise AI | 1 | 501 | 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 BigID?
ChatGPT named BigID in 12 of 673 answers (1.8%) to buyer questions about AI Security & Privacy, Legal & Compliance and 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 BigID.
Which sources do AI engines cite when they mention BigID?
The domains cited most often in answers that named BigID were ketch.com (33 answers), osano.com (23 answers) and trustarc.com (23 answers).
Which AI engine names BigID most often?
Google AI Overviews, at 4.7%: it named BigID in 3 of 64 answers to buyer questions about AI Security & Privacy, Legal & Compliance and Cybersecurity.