How AI answer engines name KAI Scheduler
Data through October 21, 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 21, 2026, KAI Scheduler was named in 44 (3.6%).
By engine
Answers each engine gave to buyer questions about AI Infrastructure, and how many of them named KAI Scheduler.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 12 | 298 | 4.0% |
| Claude | 10 | 305 | 3.3% |
| Gemini | 6 | 305 | 2.0% |
| Perplexity | 13 | 305 | 4.3% |
| Google AI Mode | 2 | 12 | 16.7% |
| Google AI Overviews | 1 | 11 | 9.1% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 183 | 0.0% |
| Ranked list | 44 | 212 | 20.8% |
| Head-to-head | 0 | 211 | 0.0% |
| Is it worth it | 0 | 210 | 0.0% |
| How to choose | 0 | 210 | 0.0% |
| Problem first | 0 | 210 | 0.0% |
Week by week
KAI Scheduler was named in at least one answer in 7 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 KAI Scheduler. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 7 | 179 | 3.9% | |
| 7 | 180 | 3.9% | |
| 5 | 168 | 3.0% | |
| 5 | 168 | 3.0% | |
| 6 | 157 | 3.8% | |
| 9 | 196 | 4.6% | |
| 5 | 188 | 2.7% |
Named first
When an answer named KAI Scheduler alongside another brand in this record, it was named first in 11 of 14 (78.6%).
Named alongside
Sources the engines cited when they named KAI Scheduler
Domains cited in answers that named KAI Scheduler, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| spheron.network | 19 |
| nvidia.com | 17 |
| nebius.com | 13 |
| clankercloud.ai | 12 |
| arxiv.org | 11 |
| github.com | 11 |
| medium.com | 11 |
| introl.com | 10 |
| qovery.com | 9 |
| linkedin.com | 8 |
KAI Scheduler's own site (kai-scheduler.dev) was cited in 11 of 44 (25.0%).
Across every answer run in the Machine Relations Index, not only the answers that named KAI Scheduler, kai-scheduler.dev was cited in 11 of 29,566 (0.04%), by 1 of the 6 engines it observes. The Index is still collecting evidence on kai-scheduler.dev before it grades or ranks it.
Across every AI Infrastructure buyer question, not only the answers that named KAI Scheduler, 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 KAI Scheduler?
ChatGPT named KAI Scheduler in 12 of 298 answers (4.0%) to buyer questions about AI Infrastructure between May 10, 2026 and October 21, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed KAI Scheduler.
Which sources do AI engines cite when they mention KAI Scheduler?
The domains cited most often in answers that named KAI Scheduler were spheron.network (19 answers), nvidia.com (17 answers) and nebius.com (13 answers).
Which AI engine names KAI Scheduler most often?
Google AI Mode, at 16.7%: it named KAI Scheduler in 2 of 12 answers to buyer questions about AI Infrastructure.