AI agent builders · #21 of 38 · ↑ Vercel AI SDK · ↓ Microsoft AutoGen
Flowise
Flowise ranks #21 of 38 in ai agent builders in the week of 19 October 2026, with a visibility score of 5 across ChatGPT, Claude, Gemini and Perplexity. It was named in 5% of the answers we sampled.
sampled: 3 of 4 assistants this week
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.
this is mine claim it, free, forever. We also check whether ChatGPT and Claude can read flowiseai.com.
Who's talking about you
| assistant | score | named in, this week | usual spot, this week |
|---|---|---|---|
| ChatGPT | 0 | 0% of answers | |
| Claude | 7 | 15% of answers | #12.3 |
| Gemini | not sampled this week | ||
| Perplexity | 2 | 0% of answers |
Questions you win
| question | named in | best spot |
|---|---|---|
| What are the best alternatives to LangChain? | 2 of 3 | #9 |
| What are the best alternatives to n8n? | 2 of 3 | #11 |
| What are the best alternatives to OpenAI AgentKit? | 1 of 3 | #6 |
| What's the best no-code tool to build an AI agent? | 1 of 3 | #7 |
| What's the best platform for an agency building AI agents for clients? | 1 of 3 | #11 |
| What are the best platforms for building AI agents? | 1 of 3 | #19 |
| What are the best alternatives to CrewAI? | 1 of 3 | #27 |
Questions you lose
| question | who got named instead |
|---|---|
| What's the best AI agent builder in 2026? | LangChain, n8n, OpenAI AgentKit |
| Which AI agent framework should a developer choose? | LangChain, OpenAI AgentKit, Microsoft Agent Framework |
| What are the best open-source AI agent frameworks? | LangChain, Pydantic AI, CrewAI |
| What's the best platform to build and deploy AI agents for a startup? | LangChain, n8n, OpenAI AgentKit |
| Which AI agent platform is best for a non-technical founder? | Zapier Agents, Lindy, Relevance AI |
| What's the best tool for building multi-agent systems? | LangChain, OpenAI AgentKit, CrewAI |
| Which AI agent platform has the best pricing for a small team? | Make, Zapier Agents, n8n |
| What's the most reliable platform to run AI agents in production? | LangChain, Amazon Bedrock AgentCore |
| What's the best tool to build an AI agent that answers customer emails? | n8n, Zapier Agents |
| What's the best platform to build an AI agent that connects to my company's data? | Microsoft Copilot Studio, Vertex AI Agent Builder |
| What's the best tool to automate a business workflow with AI agents? | Zapier Agents, n8n, Gumloop |
| What's the best platform to build a voice AI agent? | Vapi, Retell AI |
| What's the best tool to build an AI agent that browses the web and does research? | OpenAI AgentKit, LangChain |
| What's the best way to give an AI agent memory across sessions? | LangChain |
| What's the best platform to build AI agents that use MCP tools? | LangChain, Claude Agent SDK, OpenAI AgentKit |
| What's the best self-hosted platform for running AI agents privately? | Dify, Langflow, n8n |
| What's the best tool to monitor and debug AI agents in production? | nobody in particular |
| What are the best alternatives to Pydantic AI? | OpenAI AgentKit, LangChain, Pydantic AI |
Assistants cited 10 pages for questions in this category that name your rivals and not you. Claim to see them. See all sources for AI agent builders.
In their words
- Claude“Dify, Flowise, Langflow — If you're mainly using n8n for LLM chains and agents, these are purpose-built and generally better at it.”
- Perplexity“| Flowise | AI agents and retrieval | Visual construction of LLM applications, agents, and retrieval-augmented-generation workflows.”
- Claude“| Flowise | Lightweight visual agent building | Simpler and easier to self-host than Langflow; good for smaller teams.”
Closest rivals
- Flowise vs Microsoft AutoGen5
- Flowise vs Claude Agent SDK6
- Flowise vs Gumloop6
- Flowise vs Retell AI4
- Flowise vs Vapi4
All Flowise alternatives · Full AI agent builders leaderboard · Sources