AI agent builders · #18 of 34 · ↑ Microsoft AutoGen · ↓ LlamaIndex
Flowise
Flowise lands a modest 7 out of 100 overall in the AI agent builders category, showing up in just 10 of 71 answers across the assistants. Gemini rates it highest at 23, Claude gives it 8, Perplexity 4, and ChatGPT doesn't mention it at all, scoring 0. It gets the most recognition on broad questions like "best AI agent builder in 2026," "best no-code tool to build an AI agent," and "best platforms for building AI agents," each naming it in 2 of 4 answers. It's never named for MCP tools, voice agents, non-technical founders, developer frameworks, or production monitoring and debugging.
Who's talking about you
| assistant | score | named in, this week | usual spot, this week |
|---|---|---|---|
| ChatGPT | 0 | 0% of answers | |
| Claude | 8 | 20% of answers | #12.5 |
| Gemini | 23 | 42% of answers | #6.6 |
| Perplexity | 4 | 5% of answers | #4.0 |
Questions you win
| question | named in | best spot |
|---|---|---|
| What's the best no-code tool to build an AI agent? | 2 of 4 | #5 |
| What are the best platforms for building AI agents? | 2 of 4 | #6 |
| What's the best AI agent builder in 2026? | 2 of 4 | #7 |
| Which AI agent platform has the best pricing for a small team? | 1 of 3 | #3 |
| What's the best self-hosted platform for running AI agents privately? | 1 of 3 | #4 |
| What's the best platform to build and deploy AI agents for a startup? | 1 of 4 | #6 |
| What's the most reliable platform to run AI agents in production? | 1 of 4 | #9 |
Questions you lose
| question | who got named instead |
|---|---|
| Which AI agent framework should a developer choose? | LangChain, OpenAI AgentKit, Vertex AI Agent Builder |
| What are the best open-source AI agent frameworks? | LangChain, CrewAI, OpenAI AgentKit |
| Which AI agent platform is best for a non-technical founder? | Zapier Agents, Gumloop, Lindy |
| What's the best tool for building multi-agent systems? | LangChain, CrewAI, OpenAI AgentKit |
| What's the best tool to build an AI agent that answers customer emails? | Voiceflow, Relevance AI, Lindy |
| What's the best platform to build an AI agent that connects to my company's data? | Microsoft Copilot Studio, Amazon Bedrock AgentCore |
| What's the best tool to automate a business workflow with AI agents? | Zapier Agents, n8n, Make |
| What's the best platform to build a voice AI agent? | Vapi, Retell AI, Voiceflow |
| What's the best tool to build an AI agent that browses the web and does research? | LangChain, CrewAI |
| What's the best way to give an AI agent memory across sessions? | LangChain, Letta |
| What's the best platform to build AI agents that use MCP tools? | OpenAI AgentKit, LangChain, Microsoft Agent Framework |
| What's the best tool to monitor and debug AI agents in production? | LangChain |
| What's the best platform for an agency building AI agents for clients? | LangChain, Amazon Bedrock AgentCore, Botpress |
Assistants cited 12 pages for questions in this category that name your rivals and not you. See all sources for AI agent builders.
In their words
- Claude“n8n, Dify, Flowise, and Langflow are all open source and free to run — your only costs are a $5–20/month server plus LLM API tokens.”
- Gemini“Best Low-Code / Visual Platform: Flowise / n8n”
- Perplexity“| Fast internal app prototyping | Dify or Flowise | Both are good low-code starting points for private deployments.”
Closest rivals
- Flowise vs LlamaIndex7
- Flowise vs Claude Agent SDK6
- Flowise vs Mastra8
- Flowise vs Microsoft AutoGen8
- Flowise vs Amazon Bedrock AgentCore9
All Flowise alternatives · Full AI agent builders leaderboard · Sources