How AI answer engines name Atatus
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, Atatus was named in 12 (0.9%).
Last 28 days: named in 7 of 636 answers in its home categories (1.1%), up 0.5 points from the 28 days before.
By engine
Answers each engine gave to buyer questions about AI Infrastructure, and how many of them named Atatus.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 12 | 340 | 3.5% |
| Claude | 0 | 347 | 0.0% |
| Gemini | 0 | 311 | 0.0% |
| Perplexity | 0 | 347 | 0.0% |
| Google AI Mode | 0 | 18 | 0.0% |
| Google AI Overviews | 0 | 13 | 0.0% |
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 | 12 | 234 | 5.1% |
| Head-to-head | 0 | 234 | 0.0% |
| Is it worth it | 0 | 232 | 0.0% |
| How to choose | 0 | 232 | 0.0% |
| Problem first | 0 | 232 | 0.0% |
Week by week
Atatus 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 Atatus. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 2 | 140 | 1.4% | |
| 2 | 179 | 1.1% | |
| 2 | 180 | 1.1% | |
| 1 | 168 | 0.6% | |
| 1 | 168 | 0.6% | |
| 2 | 157 | 1.3% | |
| 2 | 196 | 1.0% | |
| 0 | 188 | 0.0% |
Named first
When an answer named Atatus alongside another brand in this record, it was named first in 1 of 12 (8.3%).
Named alongside
- AmberTrace: named together in 7 answers
- Langfuse: named together in 4 answers
- Splunk: named together in 3 answers
- LangChain: named together in 2 answers
- LlamaIndex: named together in 2 answers
- Brandfetch: named together in 1 answers
- Cohere: named together in 1 answers
- CrewAI: named together in 1 answers
Sources the engines cited when they named Atatus
Domains cited in answers that named Atatus, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| ambertrace.dev | 7 |
| kloudfuse.com | 6 |
| oneuptime.com | 6 |
| currai.app | 4 |
| linkedin.com | 4 |
| telemetry.dev | 4 |
| signoz.io | 3 |
| confident-ai.com | 2 |
| interceptit.ai | 2 |
| jasper.ai | 2 |
Atatus's own site (atatus.com) was cited in 12 of 12 (100.0%).
Across every answer run in the Machine Relations Index, not only the answers that named Atatus, atatus.com was cited in 15 of 31,629 (0.05%), by 2 of the 6 engines it observes. The Index is still collecting evidence on atatus.com before it grades or ranks it.
Across every AI Infrastructure buyer question, not only the answers that named Atatus, 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 Atatus?
ChatGPT named Atatus in 12 of 340 answers (3.5%) to buyer questions about AI Infrastructure between May 10, 2026 and October 26, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Atatus.
Which sources do AI engines cite when they mention Atatus?
The domains cited most often in answers that named Atatus were ambertrace.dev (7 answers), kloudfuse.com (6 answers) and oneuptime.com (6 answers).
Which AI engine names Atatus most often?
ChatGPT, at 3.5%: it named Atatus in 12 of 340 answers to buyer questions about AI Infrastructure.