What AI says about Dify
Since Jul 5Updated Oct 28, 2026Based on 25,271 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Dify is an open-source development platform for building AI agent workflows and retrieval-augmented generation pipelines using a visual interface. It is among the brands most often named for creating self-hosted RAG systems, building visual agents with low-code tools, and deploying custom customer support bots.
Mentioned in
2%
of AI answers about Dify and its rivals
- ChatGPT2%
- Google AI Mode2%
Markets where AI mentions Dify
Market# · Mentioned in
All markets2%
- LLM Agent Frameworks and ToolingAI picks LangChain LangGraph most#16 · 7%
- RAG Platforms and Retrieval ToolsAI picks Cohere Rerank and 1 more about as often#20 · 11%
- AI Customer Support ChatbotsAI picks Intercom most#24 · 4%
- AI Knowledge Base Assistant BotsAI picks Glean most#33 · 3%
- AI Knowledge Base & Slack AssistantsAI picks Intercom and 1 more about as often#39 · 1%
- Business Process Management SoftwareAI picks Zapier and 1 more about as often#40 · 2%
- LLM Infrastructure and Fine-Tuning PlatformsAI picks RunPod and 2 more about as often#57 · 2%
- Benefits Administration and HR PlatformAI picks Rippling most#114 · <1%
- AI Developer Productivity ToolsAI picks GitHub Copilot most#435 · <1%
Topics where AI mentions Dify
TopicMentioned in · on this topicRank
- AI picks mostMentioned in
- Which chatbot platforms are model-agnostic and support custom LLMs, training data, and APIs?on this questionAI picks Botpress and 1 more about as often82%
Excerpts where Dify appeared in the AI's answer
Google AI ModeOct 16, 2026, Google AI Mode Dify.ai is an open-source LLM app development platform that is fully model-agnostic.
Google AI ModeSep 23, 2026, Google AI Mode Dify - Model-Agnostic: Extensively model-agnostic; natively connects to hundreds of commercial and open-source models
- We need to build a RAG system on-premise. What is the best open-source RAG framework that is easy to self-host?on this questionAI picks Haystack (deepset) and 2 more about as often80%
Excerpts where Dify appeared in the AI's answer
Google AI ModeOct 20, 2026, Google AI Mode Dify - Best for: Production-ready visual RAG workflows and building team-facing internal AI apps.
Google AI ModeSep 24, 2026, Google AI Mode Dify - An open-source LLM application development platform that packages visual RAG pipelines, agent workflows, prompt engineering, and multi-tenant user management into a single stack.
- What is the best builder-friendly AI tool for quickly creating customer support bots that doesn't lock me into a closed ecosystem and offers good API access?on this questionAI picks Botpress most43%
Excerpts where Dify appeared in the AI's answer
ChatGPTOct 23, 2026, ChatGPT My top recommendation is **Dify** if you want to build customer support bots quickly while retaining control over hosting, model providers, and API integration.
ChatGPTOct 20, 2026, ChatGPT Dify combines visual workflows, retrieval-augmented generation (RAG), model management, observability, and API publishing.
- I want a chatbot platform that allows full code export and does not lock me into their ecosystem.on this questionAI picks Botpress and 1 more about as often36%
Excerpts where Dify appeared in the AI's answer
ChatGPTSep 29, 2026, ChatGPT Dify is another strong option if you want a more complete AI-app platform
ChatGPTSep 21, 2026, ChatGPT Dify — Very good if you want a visual builder, RAG, agents, workflows, and multiple model providers.
- For a team new to agents, what's the easiest platform to build and ship one?on this questionAI picks n8n and 1 more about as often20%
Excerpts where Dify appeared in the AI's answer
Google AI ModeSep 7, 2026, Google AI Mode Alternative: Dify or Flowise are fantastic open-source visual workflow builders
Google AI ModeAug 30, 2026, Google AI Mode Dify.ai: An open-source LLM app development platform that combines AI workflow, RAG (Retrieval-Augmented Generation) pipelines, agent definition, and a clean management interface into one dashboard.
How prominently AI mentions Dify
- Named first33%
- 2nd or 3rd24%
- Later43%
Insights for Dify
Gap between platforms: A 6.2-point platform gap for Dify in RAG Platforms and Retrieval Tools
Google AI ModeGoogle AI Mode14%ChatGPTChatGPT7%
How AI rates Dify
Common descriptions
production-ready · low-code · model-agnostic · intuitive · open-source llm application development platform
Tone of AI’s statements about Dify
- Positive67%
- Neutral31%
- Mixed1%
- Negative<1%
Dify in AI answers
Question: What is the best builder-friendly AI tool for quickly creating customer support bots that doesn't lock me into a closed ecosystem and offers good API access?
ChatGPTOct 23, 2026
My top recommendation is **Dify** if you want to build customer support bots quickly while retaining control over hosting, model providers, and API integration.
ChatGPTOct 20, 2026
Dify combines visual workflows, retrieval-augmented generation (RAG), model management, observability, and API publishing.
Question: I'm looking for a low-code platform to build and host simple LLM agents. What is the best visual agent builder?
Google AI ModeOct 22, 2026
Dify and Langflow are widely considered the best low-code platforms for building and hosting visual LLM agents
Sources AI cites
- Your site23%
- Dify - The Platform for Production-Ready Agentic Workflows (opens in a new tab) · 10%Leaves Dify out
- Dify - The Platform for Production-Ready Agentic Workflows (opens in a new tab) · 5%Leaves Dify out
- Dify Cloud - The Managed Platform for Building Production AI Applications (opens in a new tab) · 2%Leaves Dify out
- Dify Workflow Studio - Design Agentic Workflows for Production (opens in a new tab) · 2%Leaves Dify out
- Dify Pricing - There’s Always a Plan for You (opens in a new tab) · 1%Leaves Dify out
- Dify x DeepSeek: Deploy a Private AI Assistant & Build a Local DeepSeek R1 + Web Search App - Dify (opens in a new tab) · 1%
- Dify Cloud - The Managed Platform for Building Production AI Applications (opens in a new tab) · 1%
- Get Started with Dify - Dify (opens in a new tab) · <1%
- Dify.AI: Open-source Assistants API based on any LLM (opens in a new tab) · <1%
- Dify: Plans & Pricing (opens in a new tab) · <1%
- Leaves Dify out8%
- GitHub - langgenius/dify: Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack. · GitHub (opens in a new tab) · 5%Leaves Dify out
- dify/README.md at main · alibaba/dify · GitHub (opens in a new tab) · 1%
- GitHub - alibaba/dify · GitHub (opens in a new tab) · 1%
- hello-agents/docs/chapter5/Chapter5-Building-Agents-with-Low-Code-Platforms.md at main · datawhalechina/hello-agents (opens in a new tab) · <1%
- dify/api/README.md at main · langgenius/dify · GitHub (opens in a new tab) · <1%
- dify/LICENSE at main · langgenius/dify · GitHub (opens in a new tab) · <1%
- GitHub - loong64/dify: Production-ready platform for agentic workflow development. · GitHub (opens in a new tab) · <1%
- langgenius-dify/LICENSE at main · sg-evals/langgenius-dify · GitHub (opens in a new tab) · <1%
- Leaves Dify out6%
- Dify Documentation - Dify Docs (opens in a new tab) · 2%Leaves Dify out
- Integrate Custom Models - Dify Docs (opens in a new tab) · 1%
- Model Provider Plugin - Dify Docs (opens in a new tab) · 1%
- Model Providers - Dify Docs (opens in a new tab) · 1%
- Introduction (opens in a new tab) · 1%
- Model API Interface - Dify Docs (opens in a new tab) · <1%
- Leaves Dify out6%
- What are the best platforms for building AI agents without coding? (opens in a new tab) · 1%
- Is there a self-hosted, open-source plug-and-play RAG solution? (opens in a new tab) · 1%
- Best Low-code AI agent builder? : r/AI_Agents - Reddit (opens in a new tab) · 1%
- You can build AI agents and workflows without writing code now (opens in a new tab) · 1%
- Looking for the best no code AI agent builders. : r/AI_Agents - Reddit (opens in a new tab) · <1%
- How are you building TRULY autonomous AI agents that work like ... (opens in a new tab) · <1%
- Best AI Agent Builders as of 2026, Ranked by Use Case : r/automation (opens in a new tab) · <1%
- Need Suggestions: 100% Open-Source Chatflow / Bot Builder (No-Code) (opens in a new tab) · <1%
- Dify vs Flowise vs Langflow: We stress-tested all three for multi ... (opens in a new tab) · <1%
- Can anyone compare n8n vs. Langflow vs. Dify vs. SimAI & Flowise? : r/n8n (opens in a new tab) · <1%Leaves Dify out
- Leaves Dify out4%
- I Created a Private Chatbot with MY OWN Data and Here's What Happened (opens in a new tab) · 1%
- Finally a Local RAG That WORKS!! (+ FULL RAG Pipeline) (opens in a new tab) · <1%
- Dify: Free Open-source LLM AI Chatbots Builder Platform (opens in a new tab) · <1%
- The Best LOCAL Agentic Coding Workflow (Complete Guide) (opens in a new tab) · <1%
- I Tried 325 AI Tools, These Are The Best. - YouTube (opens in a new tab) · <1%
- Flowise vs Langflow vs Dify vs Vectorshift vs Voiceflow (opens in a new tab) · <1%
- Dify AI: Build AI Apps & RAG Workflows with Drag-and-Drop UI through this NEW & OPENSOURCE Platform! (opens in a new tab) · <1%Leaves Dify out
- Can Agentforce assist with customer onboarding tasks? (opens in a new tab) · <1%
- This Open-Source Tool Replaces Ollama + LangChain + Your UI (opens in a new tab) · <1%
- 3 Best Platforms to Build AI Agents Easily! (Beginners Guide) (opens in a new tab) · <1%
- Leaves Dify out3%
- Leaves Dify out2%
