AI agent builders · #19 of 38 · ↑ Claude Agent SDK · ↓ Vercel AI SDK
Gumloop
Gumloop ranks #19 of 38 in ai agent builders in the week of 19 October 2026, with a visibility score of 6 across ChatGPT, Claude, Gemini and Perplexity. It was named in 14% of the answers we sampled.
sampled: 3 of 4 assistants this week
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 | 5 | 0% of answers | |
| Claude | 9 | 25% of answers | #16.0 |
| Gemini | not sampled this week | ||
| Perplexity | 6 | 17% of answers | #7.0 |
Questions you win
| question | named in | best spot |
|---|---|---|
| What are the best alternatives to n8n? | 2 of 3 | #6 |
| What's the best AI agent builder in 2026? | 2 of 3 | #9 |
| What are the best platforms for building AI agents? | 2 of 3 | #10 |
| What's the best tool to build an AI agent that answers customer emails? | 1 of 2 | #18 |
| What's the best tool to automate a business workflow with AI agents? | 1 of 3 | #2 |
| Which AI agent platform has the best pricing for a small team? | 1 of 3 | #10 |
| What's the best platform to build and deploy AI agents for a startup? | 1 of 3 | #18 |
Questions you lose
| question | who got named instead |
|---|---|
| What's the best no-code tool to build an AI agent? | Zapier Agents, n8n, Make |
| 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 |
| 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 |
| What's the most reliable platform to run AI agents in production? | LangChain, Amazon Bedrock AgentCore |
| 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 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's the best platform for an agency building AI agents for clients? | n8n, Voiceflow, Relevance AI |
| What are the best alternatives to LangChain? | LlamaIndex, Pydantic AI, LangChain |
| What are the best alternatives to CrewAI? | LangChain, OpenAI AgentKit, Microsoft AutoGen |
| What are the best alternatives to OpenAI AgentKit? | LangChain, CrewAI, Dify |
| 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“Gumloop, Lindy, Relay.app — Hosted, AI-native automation with human-in-the-loop steps.”
- Perplexity“| Gumloop | AI-heavy workflows | AI-native pipelines, agents, and data operations with a more user-friendly interface.”
- Claude“The low-code middle ground — n8n, Zapier, Lindy, Gumloop — works well for lower volumes or for teams without engineers.”
Closest rivals
- Gumloop vs Claude Agent SDK6
- Gumloop vs Vercel AI SDK6
- Gumloop vs Flowise5
- Gumloop vs LlamaIndex7
- Gumloop vs Microsoft AutoGen5
All Gumloop alternatives · Full AI agent builders leaderboard · Sources