How AI answer engines name Sirion
Data through October 10, 2026
Across 486 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Legal & Compliance between May 10, 2026 and October 10, 2026, Sirion was named in 24 (4.9%).
By engine
Answers each engine gave to buyer questions about Legal & Compliance, and how many of them named Sirion.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 0 | 89 | 0.0% |
| Claude | 6 | 89 | 6.7% |
| Gemini | 3 | 89 | 3.4% |
| Perplexity | 2 | 89 | 2.2% |
| Google AI Mode | 12 | 99 | 12.1% |
| Google AI Overviews | 1 | 31 | 3.2% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| News | 24 | 486 | 4.9% |
Named first
When an answer named Sirion alongside another brand in this record, it was named first in 13 of 16 (81.3%).
Named alongside
- Salesforce: named together in 9 answers
- Coupa: named together in 3 answers
- Workday: named together in 3 answers
- Cisco: named together in 1 answers
Sources the engines cited when they named Sirion
Domains cited in answers that named Sirion, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| ironcladapp.com | 12 |
| streamline.ai | 12 |
| icertis.com | 11 |
| axiomlaw.com | 8 |
| spellbook.com | 8 |
| legalontech.com | 7 |
| aline.co | 5 |
| americanbar.org | 5 |
| definely.com | 5 |
| xakiatech.com | 5 |
Sirion's own site (sirion.ai) was cited in 24 of 25 (96.0%).
All categories
| Category | Named | Answers | Rate |
|---|---|---|---|
| Legal & Compliance | 24 | 486 | 4.9% |
| Infrastructure & Dev Tools | 1 | 489 | 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 Sirion?
ChatGPT did not name Sirion in any of its 89 answers to buyer questions about Legal & Compliance between May 10, 2026 and October 10, 2026.
Which sources do AI engines cite when they mention Sirion?
The domains cited most often in answers that named Sirion were ironcladapp.com (12 answers), streamline.ai (12 answers) and icertis.com (11 answers).
Which AI engine names Sirion most often?
Google AI Mode, at 12.1%: it named Sirion in 12 of 99 answers to buyer questions about Legal & Compliance.