NotebookLM is named by AI engines in 25 questions across 14 segments.
69 observations5 of 5 engines name itLast seen Sep 9, 2026
Where it is named
| Question | Avg position | Named in | Engines |
|---|---|---|---|
| Which AI tool is best for UX designer? Conversation Design | #1.0 | 1 of 8 answers | Google AI Mode |
| What are the top Edtech tools in 2026? Edtech | #2.0 ±1.1 | 7 of 12 answers | ChatGPT, Google AI Mode, Gemini, Perplexity |
| What is the best AI tool for studying science? AI for Science | #2.2 ±1.2 | 9 of 12 answers | ChatGPT, Google AI Mode, Gemini, Perplexity, Copilot |
| What is the most effective AI tool for educational purposes? Developer Education | #2.3 ±1.1 | 3 of 5 answers | ChatGPT, Google AI Mode, Gemini |
| What AI tool do most teachers use? Developer Education | #3.0 | 1 of 14 answers | Google AI Mode |
| Which AI is best for product managers? Product management | #3.0 | 1 of 4 answers | Gemini |
| What AI platform is best for scientific research? AI for Science | #3.5 ±0.7 | 2 of 4 answers | Google AI Mode, Copilot |
| What are the top 5 research tools? User Research | #3.8 ±1.5 | 4 of 10 answers | ChatGPT, Google AI Mode, Gemini |
| What are the best tools for AI in product management? Product management | #3.8 ±2.8 | 4 of 10 answers | Gemini, Copilot |
| What are the top AI in product management tools in 2026? Product management | #3.8 ±2.1 | 6 of 15 answers | ChatGPT, Gemini, Copilot |
| What are some effective tools for research? User Research | #4.0 | 1 of 5 answers | Google AI Mode |
| What is the best legal AI tool for lawyers? Legal tech (AI in legal) | #4.0 | 1 of 11 answers | Google AI Mode |
| What are the 5 best AI tools? AI Infrastructure | #4.0 | 1 of 10 answers | Google AI Mode |
| What are the 5 main AI tools? Medical AI | #4.0 | 1 of 14 answers | Google AI Mode |
| What are the 5 best AI tools? AI Observability | #5.0 | 1 of 8 answers | Gemini |
| What are the top 10 tools? Edtech | #5.0 | 1 of 12 answers | Google AI Mode |
| What AI tool is best for scientific research? AI for Science | #5.3 ±1.4 | 9 of 10 answers | ChatGPT, Google AI Mode, Gemini, Perplexity, Copilot |
| What are the 5 best AI tools? Multimodal AI | #6.0 | 1 of 7 answers | Gemini |
| What is the best AI tool for scientific research? AI for Science | #6.3 ±0.6 | 3 of 4 answers | ChatGPT, Google AI Mode, Copilot |
| What are the best EdTech apps? Edtech | #7.0 | 1 of 5 answers | Google AI Mode |
| Which EdTech platform is considered the best? Edtech | #7.0 | 1 of 5 answers | Google AI Mode |
| What are the top Early-stage VC & product-market fit tools in 2026? Early-Stage VC | #7.5 ±5.0 | 2 of 12 answers | Google AI Mode, Gemini |
| What is the best educational technology tool? Developer Education | #7.8 ±2.1 | 4 of 13 answers | Google AI Mode, Gemini, Copilot |
| Which AI is best for product research? Product Strategy | #8.5 ±6.4 | 2 of 11 answers | Google AI Mode, Copilot |
| What are the best AI models for research and reasoning? AI reasoning models | #8.5 ±0.7 | 2 of 5 answers | Google AI Mode, Gemini |
Which engines name it — and which do not
- Google AI Mode20 questions
- Gemini13 questions
- Copilot8 questions
- ChatGPT7 questions
- Perplexity3 questions
Google AI Mode names NotebookLM in 20 questions, Gemini names NotebookLM in 13 questions, Copilot names NotebookLM in 8 questions, ChatGPT names NotebookLM in 7 questions and Perplexity names NotebookLM 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
± 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 7, 2026, last seen Sep 9, 2026. This page is generated from observations only — it is not claimed or edited by NotebookLM.