Compare no-code AI agent builders by app integrations, triggers, human approvals, knowledge, scheduling, API/webhooks, logs, governance, and pricing model.
Start with the use case: for Operator who wants a ready business agent, pick Lindy; for Team already using Zapier, pick Zapier Agents; for Technical team that wants self-hosting, pick n8n; for Small team that needs approvals, pick Relay.app.
Lindy is designed for business users rather than developers.
Pick LindyZapier Agents reuse the existing app ecosystem and task model.
Pick Zapier Agentsn8n gives more control over hosting and execution-based workflows.
Pick n8nRelay.app is strong when human approval is part of the workflow.
Pick Relay.app
LindyNo-code ops agentsBest first pick for business users automating email, meetings, support, sales, and repetitive workflows.
Best first pick for business users automating email, meetings, support, sales, and repetitive workflows.
Zapier AgentsApp ecosystemStrong when the agent must act across the thousands of apps already connected through Zapier.
Strong when the agent must act across the thousands of apps already connected through Zapier.
GumloopWorkplace automationGood for workplace AI workflows where security layers and repeatable automation design matter.
Good for workplace AI workflows where security layers and repeatable automation design matter.
n8nSelf-host controlBest for technical teams that want low-code workflows, execution-based pricing, and optional self-hosting.
Best for technical teams that want low-code workflows, execution-based pricing, and optional self-hosting.
Make AI AgentsTransparent runsUseful when teams want agent decisions, operations, and cost visibility inside an automation platform.
Useful when teams want agent decisions, operations, and cost visibility inside an automation platform.
Relay.appApproval workflowsBest when a simple team workflow needs human approval, app actions, and fine-grained access control.
Best when a simple team workflow needs human approval, app actions, and fine-grained access control.
StackAIEnterprise builderShortlist for drag-and-drop enterprise AI apps where data connections, security, and compliance are central.
Shortlist for drag-and-drop enterprise AI apps where data connections, security, and compliance are central.
The best No-Code AI Agents for Business Automation and Operations include Lindy, Zapier Agents, Gumloop, n8n, Make AI Agents, Relay.app, and StackAI. No-code agents are not one product category. Lindy is the business-user agent builder, Zapier and Make extend existing automation stacks, n8n is the self-hostable/technical route, Relay.app is strong for approvals, and StackAI/Gumloop fit more governed team workflows.
Estimate cost by task, run, execution, credit, and model-token usage; the cheapest seat price is often not the cheapest operating cost. Require logs, approvals, retries, and failure handling before letting an agent touch CRM, billing, production data, or customer messages. Separate no-code business-agent products from developer frameworks such as LangChain and CrewAI. Start with one bounded workflow, such as lead enrichment plus Slack approval plus CRM update, before connecting every app.
Operator who wants a ready business agent → Lindy; Team already using Zapier → Zapier Agents; Technical team that wants self-hosting → n8n; Small team that needs approvals → Relay.app.