How AI answer engines name Cohere
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, Cohere was named in 108 (8.7%).
Last 28 days: named in 0 of 476 answers in its home categories (0.0%), level with the 28 days before.
By engine
Answers each engine gave to buyer questions in the 4 categories where Cohere was named at least 3 times, and how many of them named Cohere.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 13 | 1,074 | 1.2% |
| Claude | 13 | 1,086 | 1.2% |
| Gemini | 96 | 1,086 | 8.8% |
| Perplexity | 10 | 1,057 | 0.9% |
| Google AI Mode | 10 | 238 | 4.2% |
| Google AI Overviews | 6 | 86 | 7.0% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 4 | 599 | 0.7% |
| Ranked list | 3 | 575 | 0.5% |
| Head-to-head | 9 | 610 | 1.5% |
| Is it worth it | 21 | 626 | 3.4% |
| How to choose | 40 | 620 | 6.5% |
| Problem first | 36 | 602 | 6.0% |
| News | 35 | 995 | 3.5% |
Week by week
Cohere was named in at least one answer in 16 of the 21 weeks on record; the latest was the week of October 12, 2026.
Each week's answers to buyer questions in the 4 categories where Cohere was named at least 3 times, Monday to Sunday, newest first, and how many of them named Cohere. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 0 | 89 | 0.0% | |
| 21 | 447 | 4.7% | |
| 19 | 537 | 3.5% | |
| 15 | 472 | 3.2% | |
| 15 | 344 | 4.4% | |
| 0 | 200 | 0.0% | |
| 0 | 184 | 0.0% | |
| 0 | 180 | 0.0% | |
| 0 | 120 | 0.0% | |
| 18 | 344 | 5.2% | |
| 17 | 388 | 4.4% | |
| 8 | 327 | 2.4% | |
| 7 | 96 | 7.3% | |
| 2 | 81 | 2.5% | |
| 5 | 107 | 4.7% | |
| 1 | 99 | 1.0% | |
| 6 | 65 | 9.2% | |
| 3 | 223 | 1.3% | |
| 5 | 222 | 2.3% | |
| 5 | 96 | 5.2% | |
| 1 | 6 | 16.7% |
Named first
When an answer named Cohere alongside another brand in this record, it was named first in 34 of 73 (46.6%).
Named alongside
- LangChain: named together in 35 answers
- LlamaIndex: named together in 33 answers
- Glean: named together in 9 answers
- Salesforce: named together in 8 answers
- Langfuse: named together in 6 answers
- AI21: named together in 5 answers
- GitHub: named together in 5 answers
- CoreWeave: named together in 3 answers
Sources the engines cited when they named Cohere
Domains cited in answers that named Cohere, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| medium.com | 23 |
| youtube.com | 19 |
| reddit.com | 14 |
| intuitionlabs.ai | 12 |
| linkedin.com | 9 |
| stackai.com | 9 |
| arxiv.org | 8 |
| pecollective.com | 8 |
| ramp.com | 8 |
| coursera.org | 6 |
Cohere's own site (cohere.com) was cited in 12 of 148 (8.1%).
Across every answer run in the Machine Relations Index, not only the answers that named Cohere, cohere.com was cited in 33 of 28,201 (0.12%), by all 6 engines it observes. Its Index confidence grade is C, and the Index ranks it #748 of 32,242 cited domains and #405 of 27,839 other observed sources.
All categories
| Category | Named | Answers | Rate |
|---|---|---|---|
| AI Infrastructure | 108 | 1,236 | 8.7% |
| Enterprise AI | 31 | 501 | 6.2% |
| AI Security & Privacy | 5 | 1,331 | 0.4% |
| Healthcare Services | 4 | 1,559 | 0.3% |
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 Cohere?
ChatGPT named Cohere in 13 of 1,074 answers (1.2%) to buyer questions in the 4 categories where Cohere was named at least 3 times between May 10, 2026 and October 20, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Cohere.
Which sources do AI engines cite when they mention Cohere?
The domains cited most often in answers that named Cohere were medium.com (23 answers), youtube.com (19 answers) and reddit.com (14 answers).
Which AI engine names Cohere most often?
Gemini, at 8.8%: it named Cohere in 96 of 1,086 answers to buyer questions in the 4 categories where Cohere was named at least 3 times.