AI agent builders · #21 of 34 · ↑ Claude Agent SDK · ↓ Langflow
Gumloop
Gumloop shows up in 8 of 71 answers across AI assistants, landing an overall score of 5 out of 100. ChatGPT rates it highest at 9, followed by Claude at 8, then Gemini at 4 and Perplexity at 3. It gets the most love on broad or no-code questions, named in 2 of 4 answers for "best AI agent builder in 2026," "best for a non-technical founder," and "best no-code tool to build an AI agent." It's never mentioned for MCP tools, voice agents, developer frameworks, startup deployment, or self-hosted setups.
this is mine claim it, free, forever. We also check whether ChatGPT and Claude can read gumloop.com.
Who's talking about you
| assistant | score | named in, this week | usual spot, this week |
|---|---|---|---|
| ChatGPT | 9 | 10% of answers | #1.5 |
| Claude | 8 | 20% of answers | #12.5 |
| Gemini | 4 | 8% of answers | #7.0 |
| Perplexity | 3 | 5% of answers | #6.0 |
Questions you win
| question | named in | best spot |
|---|---|---|
| What's the best no-code tool to build an AI agent? | 2 of 4 | #1 |
| Which AI agent platform is best for a non-technical founder? | 2 of 4 | #2 |
| What's the best AI agent builder in 2026? | 2 of 4 | #6 |
| What's the best tool to build an AI agent that browses the web and does research? | 1 of 4 | #7 |
| What are the best platforms for building AI agents? | 1 of 4 | #25 |
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 |
| What's the best platform to build and deploy AI agents for a startup? | LangChain, OpenAI AgentKit, CrewAI |
| What's the best tool for building multi-agent systems? | LangChain, CrewAI, OpenAI AgentKit |
| Which AI agent platform has the best pricing for a small team? | Taskade Genesis, Microsoft Copilot Studio, n8n |
| What's the most reliable platform to run AI agents in production? | LangChain, Amazon Bedrock AgentCore, xpander.ai |
| 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 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 self-hosted platform for running AI agents privately? | Dify, LangChain, Flowise |
| 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. Claim to see them. See all sources for AI agent builders.
In their words
- Gemini“Gumloop:”
- ChatGPT“If you’re a non-technical founder, I’d narrow the field to Lindy, Gumloop, Zapier, and Relevance AI.”
- Claude“Gumloop — built specifically for AI-native workflows rather than automation-with-AI-bolted-on.”
Closest rivals
- Gumloop vs Langflow5
- Gumloop vs Vapi5
- Gumloop vs Vercel AI SDK5
- Gumloop vs Bland4
- Gumloop vs Claude Agent SDK6
All Gumloop alternatives · Full AI agent builders leaderboard · Sources