AWS
AWS is named by 5 of 5 AI engines in 114 questions across 48 Segments.
Includes AWS SageMaker, AWS API Gateway, AWS Glue, AWS Cost Explorer, AWS Bedrock, AWS Redshift
Mentioned in 64/2,325 answers across 12 Segments on 5 engines
Where it is mentioned
| Question | Mentions | Avg position | Engines |
|---|---|---|---|
| What skills are needed for a platform engineer? Platform engineering | 14/20 | #1.0 | ChatGPT, Google AI Mode, Gemini, Copilot |
| CDN vs hosting: what is the difference? Edge Computing | 3/15 | #1.0 | ChatGPT, Gemini |
| What are the top 10 cloud computing tools? Edge Computing | 3/20 | #1.0 | Perplexity, Copilot |
| Does Netflix use edge computing? Edge Computing | 3/15 | #2.7 ±0.6 | ChatGPT, Perplexity, Copilot |
| Which AI infrastructure is best? AI Infrastructure | 12/25 | #2.8 ±3.5 | ChatGPT, Gemini, Perplexity, Copilot |
| What exactly is cloud native? Kubernetes | 2/25 | #4.5 ±2.1 | ChatGPT, Google AI Mode |
| Which company is best for ML engineers? MLOps | 4/20 | #5.3 ±1.5 | Google AI Mode, Gemini, Perplexity |
| What are cybersecurity solutions? Cybersecurity | 2/13 | #9.0 ±2.8 | Google AI Mode, Gemini |
| What are the top companies in cloud cost optimization? FinOps | 2/18 | #9.0 ±2.8 | ChatGPT, Google AI Mode |
| LLMOps The AI Engineering Skill Employers Care About Most LLMOps | 3/15 | #10.5 ±6.4 | ChatGPT, Perplexity |
| What software is best for fintech companies? Fintech | 2/10 | #11.0 ±8.5 | ChatGPT, Google AI Mode |
| Which tools are used for API? API Design | 2/20 | #13.5 ±5.0 | Google AI Mode, Gemini |
| What are the best tools for Fintech? Fintech | 5/25 | #14.3 ±6.8 | ChatGPT, Google AI Mode, Gemini |
| What are the top RAG & context engineering tools in 2026? RAG | 2/43 | #16.5 ±12.0 | Perplexity, Copilot |
| What are the tools used in API? API Design | 2/17 | #16.5 ±2.1 | Google AI Mode, Gemini |
| What are the top Data science & ML engineering tools in 2026? Data Science | 3/34 | #31.0 ±5.7 | ChatGPT, Gemini |
Which engines name it - and which do not
- ChatGPT10 questions
- Google AI Mode9 questions
- Gemini9 questions
- Perplexity6 questions
- Copilot5 questions
ChatGPT names AWS in 10 questions, Google AI Mode names AWS in 9 questions, Gemini names AWS in 9 questions, Perplexity names AWS in 6 questions and Copilot names AWS in 5 questions.
Counted from the questions above. A question may not have run on every engine.
Where it is strongest and weakest
Strongest
- What skills are needed for a platform engineer?14/20 · #1.0 ±0.0
- CDN vs hosting: what is the difference?3/15 · #1.0 ±0.0
- What are the top 10 cloud computing tools?3/20 · #1.0 ±0.0
Weakest
- What are the top Data science & ML engineering tools in 2026?3/34 · #31.0 ±5.7
- What are the tools used in API?2/17 · #16.5 ±2.1
- What are the top RAG & context engineering tools in 2026?2/43 · #16.5 ±12.0
± 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 6, 2026, last seen Nov 5, 2026. This page is generated from observations only - it is not claimed or edited by AWS.