How AI answer engines name Osano
Data through October 20, 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 20, 2026, Osano was named in 50 (3.8%).
By engine
Answers each engine gave to buyer questions about AI Security & Privacy and Legal & Compliance, and how many of them named Osano.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 8 | 420 | 1.9% |
| Claude | 17 | 425 | 4.0% |
| Gemini | 18 | 425 | 4.2% |
| Perplexity | 22 | 396 | 5.6% |
| Google AI Mode | 4 | 111 | 3.6% |
| Google AI Overviews | 2 | 40 | 5.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 237 | 0.0% |
| Ranked list | 50 | 207 | 24.2% |
| Head-to-head | 0 | 216 | 0.0% |
| Is it worth it | 0 | 232 | 0.0% |
| How to choose | 0 | 231 | 0.0% |
| Problem first | 0 | 208 | 0.0% |
| News | 21 | 486 | 4.3% |
Week by week
Osano was named in at least one answer in 12 of the 18 weeks on record; the latest was the week of October 19, 2026.
Each week's answers to buyer questions about AI Security & Privacy and Legal & Compliance, Monday to Sunday, newest first, and how many of them named Osano. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 3 | 89 | 3.4% | |
| 0 | 89 | 0.0% | |
| 8 | 179 | 4.5% | |
| 4 | 168 | 2.4% | |
| 4 | 168 | 2.4% | |
| 8 | 120 | 6.7% | |
| 8 | 187 | 4.3% | |
| 10 | 192 | 5.2% | |
| 5 | 139 | 3.6% | |
| 0 | 42 | 0.0% | |
| 0 | 42 | 0.0% | |
| 7 | 53 | 13.2% | |
| 0 | 43 | 0.0% | |
| 0 | 32 | 0.0% | |
| 4 | 112 | 3.6% | |
| 4 | 111 | 3.6% | |
| 6 | 48 | 12.5% | |
| 0 | 3 | 0.0% |
Named first
When an answer named Osano alongside another brand in this record, it was named first in 1 of 71 (1.4%).
Named alongside
Sources the engines cited when they named Osano
Domains cited in answers that named Osano, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| ovaledge.com | 36 |
| ketch.com | 33 |
| enzuzo.com | 30 |
| usercentrics.com | 29 |
| sprinto.com | 23 |
| g2.com | 22 |
| trustarc.com | 22 |
| vanta.com | 17 |
| bigid.com | 16 |
| transcend.io | 14 |
Osano's own site (osano.com) was cited in 38 of 71 (53.5%).
Across every answer run in the Machine Relations Index, not only the answers that named Osano, osano.com was cited in 61 of 28,201 (0.22%), by all 6 engines it observes. Its Index confidence grade is C, and the Index ranks it #306 of 32,242 cited domains and #126 of 27,839 other observed sources.
All categories
| Category | Named | Answers | Rate |
|---|---|---|---|
| AI Security & Privacy | 50 | 1,331 | 3.8% |
| Legal & Compliance | 21 | 486 | 4.3% |
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.
FAQ
Does ChatGPT recommend Osano?
ChatGPT named Osano in 8 of 420 answers (1.9%) to buyer questions about AI Security & Privacy and Legal & Compliance between May 10, 2026 and October 20, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Osano.
Which sources do AI engines cite when they mention Osano?
The domains cited most often in answers that named Osano were ovaledge.com (36 answers), ketch.com (33 answers) and enzuzo.com (30 answers).
Which AI engine names Osano most often?
Perplexity, at 5.6%: it named Osano in 22 of 396 answers to buyer questions about AI Security & Privacy and Legal & Compliance.