RAGFlow is named by AI engines in 4 questions across 1 segment.

24 observations5 of 5 engines name itLast seen Sep 7, 2026

Where it is named

Questions where RAGFlow is named, best average position first
Question	Avg position	Named in	Engines
What is the best RAG tool right now? RAG	#4.0 ±2.8	2 of 4 answers	ChatGPT, Gemini
What is the best RAG tool? RAG	#4.9 ±1.4	10 of 14 answers	Google AI Mode, Gemini, Perplexity, Copilot
What are the best tools for RAG & context engineering? RAG	#5.2 ±2.7	5 of 7 answers	ChatGPT, Google AI Mode, Gemini, Perplexity
What are the top RAG & context engineering tools in 2026? RAG	#5.7 ±3.1	7 of 13 answers	ChatGPT, Google AI Mode, Gemini, Perplexity, Copilot

Which engines name it — and which do not

Gemini4 questions
ChatGPT3 questions
Google AI Mode3 questions
Perplexity3 questions
Copilot2 questions

Gemini names RAGFlow in 4 questions, ChatGPT names RAGFlow in 3 questions, Google AI Mode names RAGFlow in 3 questions, Perplexity names RAGFlow in 3 questions and Copilot names RAGFlow in 2 questions.

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 right now?#4.0 ±2.8
What is the best RAG tool?#4.9 ±1.4
What are the best tools for RAG & context engineering?#5.2 ±2.7

Weakest

What are the top RAG & context engineering tools in 2026?#5.7 ±3.1
What are the best tools for RAG & context engineering?#5.2 ±2.7
What is the best RAG tool?#4.9 ±1.4

± 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 7, 2026. This page is generated from observations only — it is not claimed or edited by RAGFlow.