RAGFlow
Mentioned by AI
Mentioned in 31/92 answers across 1 Segments on 4 engines
4 of 5 engines name itLast seen Oct 22, 2026
Where it is mentioned
| Question | Mentions | Avg position | Engines |
|---|---|---|---|
| What is the best RAG tool? RAG | 15/23 | #3.0 ±0.8 | ChatGPT, Google AI Mode, Gemini, Copilot |
| What are the top RAG & context engineering tools in 2026? RAG | 16/29 | #4.5 ±1.7 | ChatGPT, Google AI Mode, Gemini, Copilot |
Which engines name it - and which do not
- ChatGPT2 questions
- Google AI Mode2 questions
- Gemini2 questions
- Copilot2 questions
- Perplexitynever named
ChatGPT names RAGFlow in 2 questions, Google AI Mode names RAGFlow in 2 questions, Gemini names RAGFlow in 2 questions and Copilot names RAGFlow in 2 questions. Perplexity has not named RAGFlow in any of these questions - that is where the ground is open.
Counted from the questions above. A question may not have run on every engine.
Where it is strongest and weakest
Strongest
- What is the best RAG tool?15/23 · #3.0 ±0.8
- What are the top RAG & context engineering tools in 2026?16/29 · #4.5 ±1.7
Fewer than four ranked questions - no separate weakest set.
± 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 Oct 22, 2026. This page is generated from observations only - it is not claimed or edited by RAGFlow.