Apache Kafka is named by AI engines in 7 questions across 5 segments.
44 observations5 of 5 engines name itLast seen Sep 7, 2026
Where it is named
| Question | Avg position | Named in | Engines |
|---|---|---|---|
| What are the top 10 tools for big data analytics? Analytics Engineering | #5.5 ±1.8 | 11 of 18 answers | ChatGPT, Google AI Mode, Gemini, Perplexity |
| What are the best tools for data engineering? Data Science | #6.3 ±4.8 | 13 of 15 answers | ChatGPT, Google AI Mode, Gemini, Perplexity, Copilot |
| What are the top 10 big data tools? Product Analytics | #6.3 ±0.6 | 3 of 5 answers | ChatGPT, Gemini, Perplexity |
| What tools should a data engineer know? Data Privacy | #6.5 ±4.3 | 10 of 10 answers | ChatGPT, Google AI Mode, Gemini, Perplexity, Copilot |
| What are the top 10 tools for big data analytics? Product Analytics | #8.0 ±3.6 | 3 of 5 answers | ChatGPT, Gemini, Perplexity |
| What are the top Modern data stack & analytics engineering tools in 2026? Analytics Engineering | #20.0 ±8.5 | 3 of 15 answers | ChatGPT, Perplexity, Copilot |
| What are the top Open source tools in 2026? Open source | #21.0 | 1 of 16 answers | Perplexity |
Which engines name it — and which do not
- Perplexity7 questions
- ChatGPT6 questions
- Gemini5 questions
- Google AI Mode3 questions
- Copilot3 questions
Perplexity names Apache Kafka in 7 questions, ChatGPT names Apache Kafka in 6 questions, Gemini names Apache Kafka in 5 questions, Google AI Mode names Apache Kafka in 3 questions and Copilot names Apache Kafka in 3 questions.
Counted from the questions above. A question may not have run on every engine.
Where it is strongest and weakest
Strongest
Weakest
- What are the top Open source tools in 2026?#21.0 ±0.0
- What are the top Modern data stack & analytics engineering tools in 2026?#20.0 ±8.5
- What are the top 10 tools for big data analytics?#8.0 ±3.6
± is the spread of positions across answers. A wide spread means the ranking is unstable — which means it is winnable.
Source: ranking answers from 5 AI engines, first seen Aug 20, 2026, last seen Sep 7, 2026. This page is generated from observations only — it is not claimed or edited by Apache Kafka.