How AI answer engines name Voyage AI
Data through October 26, 2026
Across 1,376 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about AI Infrastructure between May 10, 2026 and October 26, 2026, Voyage AI was named in 21 (1.5%).
Last 28 days: named in 5 of 636 answers in its home categories (0.8%), down 1.0 points from the 28 days before.
By engine
Answers each engine gave to buyer questions about AI Infrastructure, and how many of them named Voyage AI.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 0 | 340 | 0.0% |
| Claude | 3 | 347 | 0.9% |
| Gemini | 15 | 311 | 4.8% |
| Perplexity | 0 | 347 | 0.0% |
| Google AI Mode | 2 | 18 | 11.1% |
| Google AI Overviews | 1 | 13 | 7.7% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 212 | 0.0% |
| Ranked list | 0 | 234 | 0.0% |
| Head-to-head | 0 | 234 | 0.0% |
| Is it worth it | 3 | 232 | 1.3% |
| How to choose | 18 | 232 | 7.8% |
| Problem first | 0 | 232 | 0.0% |
Week by week
Voyage AI was named in at least one answer in 7 of the 8 weeks on record; the latest was the week of October 19, 2026.
Each week's answers to buyer questions about AI Infrastructure, Monday to Sunday, newest first, and how many of them named Voyage AI. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 1 | 140 | 0.7% | |
| 6 | 179 | 3.4% | |
| 1 | 180 | 0.6% | |
| 0 | 168 | 0.0% | |
| 3 | 168 | 1.8% | |
| 4 | 157 | 2.5% | |
| 4 | 196 | 2.0% | |
| 2 | 188 | 1.1% |
Named first
When an answer named Voyage AI alongside another brand in this record, it was named first in 13 of 18 (72.2%).
Named alongside
- Cohere: named together in 17 answers
- Weaviate: named together in 17 answers
- Pinecone: named together in 15 answers
- vLLM: named together in 6 answers
- LangChain: named together in 4 answers
- OpenSearch: named together in 4 answers
- LlamaIndex: named together in 3 answers
- Claude: named together in 1 answers
Sources the engines cited when they named Voyage AI
Domains cited in answers that named Voyage AI, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| medium.com | 8 |
| pecollective.com | 8 |
| stackai.com | 7 |
| youtube.com | 7 |
| milvus.io | 6 |
| elastic.co | 4 |
| huggingface.co | 4 |
| tensoria.fr | 4 |
| arxiv.org | 3 |
| firecrawl.dev | 3 |
Voyage AI's own site (voyageai.com) was cited in 5 of 21 (23.8%).
Across every answer run in the Machine Relations Index, not only the answers that named Voyage AI, voyageai.com was cited in 5 of 31,629 (0.02%), by 2 of the 6 engines it observes. The Index is still collecting evidence on voyageai.com before it grades or ranks it.
Across every AI Infrastructure buyer question, not only the answers that named Voyage AI, the Machine Relations Index ranks which sources AI engines cite for AI Infrastructure questions.
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 Voyage AI?
ChatGPT did not name Voyage AI in any of its 340 answers to buyer questions about AI Infrastructure between May 10, 2026 and October 26, 2026.
Which sources do AI engines cite when they mention Voyage AI?
The domains cited most often in answers that named Voyage AI were medium.com (8 answers), pecollective.com (8 answers) and stackai.com (7 answers).
Which AI engine names Voyage AI most often?
Google AI Mode, at 11.1%: it named Voyage AI in 2 of 18 answers to buyer questions about AI Infrastructure.