How AI answer engines name Arcadia
Data through October 10, 2026
Across 1,290 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about Healthcare Services between May 10, 2026 and October 10, 2026, Arcadia was named in 13 (1.0%).
By engine
Answers each engine gave to buyer questions about Healthcare Services, and how many of them named Arcadia.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 0 | 289 | 0.0% |
| Claude | 2 | 289 | 0.7% |
| Gemini | 3 | 289 | 1.0% |
| Perplexity | 3 | 289 | 1.0% |
| Google AI Mode | 5 | 104 | 4.8% |
| Google AI Overviews | 0 | 30 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 149 | 0.0% |
| Ranked list | 0 | 126 | 0.0% |
| Head-to-head | 0 | 124 | 0.0% |
| Is it worth it | 0 | 124 | 0.0% |
| How to choose | 0 | 149 | 0.0% |
| Problem first | 0 | 124 | 0.0% |
| News | 13 | 494 | 2.6% |
Sources the engines cited when they named Arcadia
Domains cited in answers that named Arcadia, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| nih.gov | 7 |
| healthgorilla.com | 5 |
| salesforce.com | 4 |
| ahrq.gov | 3 |
| aviahealth.com | 3 |
| avizva.com | 3 |
| experionglobal.com | 3 |
| healthcatalyst.com | 3 |
| healthit.gov | 3 |
| infor.com | 3 |
Arcadia's own site (arcadia.io) was cited in 9 of 13 (69.2%).
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 Arcadia?
ChatGPT did not name Arcadia in any of its 289 answers to buyer questions about Healthcare Services between May 10, 2026 and October 10, 2026.
Which sources do AI engines cite when they mention Arcadia?
The domains cited most often in answers that named Arcadia were nih.gov (7 answers), healthgorilla.com (5 answers) and salesforce.com (4 answers).
Which AI engine names Arcadia most often?
Google AI Mode, at 4.8%: it named Arcadia in 5 of 104 answers to buyer questions about Healthcare Services.