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AutomationGumloop

Gumloop

No-code AI workflow automation on a visual node canvas.

Categories
AutomationAgent
Pricing
FREEMIUM
Hosting
Cloud
Platforms
Web
Models
Multi-model
Verified
Jun 7, 2026

A drag-and-drop platform for building AI-powered automations as node graphs — web scraping, document parsing, image analysis, and multi-model chaining without code. Connects apps, data, and LLMs into triggered or scheduled flows. Backed by Y Combinator and a Benchmark-led Series B.

Capabilities 4

What it actually does — grouped by capability family.

  • Workflow orchestration (primary capability)
  • Multi-agent orchestration (secondary capability)
  • Web scraping (secondary capability)
  • MCP server (secondary capability)

Pros & cons

  • AI-first node-graph builder
  • Agents can call workflows and self-correct
  • Build MCP integrations via natural language
  • No-code, fast to prototype
  • ~100 integrations vs Zapier's thousands
  • Ecosystem still maturing
  • Less mature error handling than Make

Tags

View all Automation
  • View Zapier details
    AutomationFREEMIUM

    Zapier

    Zapier

    The ubiquitous low-code automation tool. Native AI features.

    Connects thousands of apps with no-code triggers and actions. Recent AI features include in-workflow LLM calls, AI agents, and chatbots. The default reach-for when you need to glue two SaaS tools together.

    Connectors for most SaaS tools
    Task-based pricing climbs fast
    • no-code
    • integrations
    • agents
    • chatbots
  • View Make details
    AutomationFREEMIUM

    Make

    Make

    Visual-canvas automation. The Integromat folks went big on AI nodes.

    Drag-and-drop scenario builder with first-class AI provider nodes. More expressive than Zapier for complex routing and conditional logic; favoured when your automation has branches and loops.

    Expressive visual flow editor
    Steeper curve than Zapier
    • no-code
    • visual
    • branching
    • integrations
  • View n8n details
    OrchestrationFREEMIUM

    n8n

    n8n

    Fair-code workflow automation with first-class AI nodes.

    Visual workflow builder bridging APIs, databases, and AI providers. Self-hostable; commercial cloud available. The default Zapier-style surface for the agentic-workflow crowd.

    Free Community Edition
    Fair-code license, not OSI open-source
    • workflow
    • automation
    • visual
    • self-hosted
    • +1
  • View Lindy details
    AutomationFREEMIUM

    Lindy

    Lindy AI

    Agentic automation. Long-running agents instead of one-shot triggers.

    Builds AI agents that wait for emails, calendar invites, or webhooks — then take multi-step actions on your behalf. The 'agentic Zapier' pitch; strong for ops workflows that need judgement, not just routing.

    Long-running, triggered agents
    Credit-based pricing unpredictable
    • agents
    • automation
    • email
    • no-code