How AI answer engines name Anyscale
Data through October 20, 2026
Across 1,236 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about AI Infrastructure between May 10, 2026 and October 20, 2026, Anyscale was named in 15 (1.2%).
By engine
Answers each engine gave to buyer questions about AI Infrastructure, and how many of them named Anyscale.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 0 | 298 | 0.0% |
| Claude | 1 | 305 | 0.3% |
| Gemini | 11 | 305 | 3.6% |
| Perplexity | 1 | 305 | 0.3% |
| Google AI Mode | 2 | 12 | 16.7% |
| Google AI Overviews | 0 | 11 | 0.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 3 | 183 | 1.6% |
| Ranked list | 5 | 212 | 2.4% |
| Head-to-head | 0 | 211 | 0.0% |
| Is it worth it | 0 | 210 | 0.0% |
| How to choose | 7 | 210 | 3.3% |
| Problem first | 0 | 210 | 0.0% |
Week by week
Anyscale was named in at least one answer in 6 of the 7 weeks on record; the latest was the week of October 12, 2026.
Each week's answers to buyer questions about AI Infrastructure, Monday to Sunday, newest first, and how many of them named Anyscale. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 3 | 179 | 1.7% | |
| 2 | 180 | 1.1% | |
| 1 | 168 | 0.6% | |
| 2 | 168 | 1.2% | |
| 4 | 157 | 2.5% | |
| 3 | 196 | 1.5% | |
| 0 | 188 | 0.0% |
Named first
When an answer named Anyscale alongside another brand in this record, it was named first in 3 of 12 (25.0%).
Named alongside
- Fireworks: named together in 5 answers
- Modal: named together in 3 answers
- Together AI: named together in 3 answers
- AI21: named together in 1 answers
- CoreWeave: named together in 1 answers
- Databricks: named together in 1 answers
- GitHub: named together in 1 answers
- GitLab: named together in 1 answers
Sources the engines cited when they named Anyscale
Domains cited in answers that named Anyscale, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| medium.com | 4 |
| bentoml.com | 3 |
| reddit.com | 3 |
| redhat.com | 3 |
| zenml.io | 3 |
| clankercloud.ai | 2 |
| github.com | 2 |
| huggingface.co | 2 |
| nvidia.com | 2 |
| qovery.com | 2 |
Anyscale's own site (anyscale.com) was cited in 1 of 17 (5.9%).
Across every answer run in the Machine Relations Index, not only the answers that named Anyscale, anyscale.com was cited in 7 of 28,201 (0.02%), by 3 of the 6 engines it observes. The Index is still collecting evidence on anyscale.com before it grades or ranks it.
All categories
| Category | Named | Answers | Rate |
|---|---|---|---|
| AI Infrastructure | 15 | 1,236 | 1.2% |
| Enterprise AI | 1 | 501 | 0.2% |
| 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 Anyscale?
ChatGPT did not name Anyscale in any of its 298 answers to buyer questions about AI Infrastructure between May 10, 2026 and October 20, 2026.
Which sources do AI engines cite when they mention Anyscale?
The domains cited most often in answers that named Anyscale were medium.com (4 answers), bentoml.com (3 answers) and reddit.com (3 answers).
Which AI engine names Anyscale most often?
Google AI Mode, at 16.7%: it named Anyscale in 2 of 12 answers to buyer questions about AI Infrastructure.