Gumloop vs Zapier

Detailed side-by-side comparison to help you choose the right tool

Gumloop

🟢No Code

AI Agents & Autonomous Workflows

No-code AI workflow builder for automating repetitive business tasks like sales research, content production, and data enrichment.

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Starting Price

Free
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Zapier

🟢No Code

Workflow Automation

Zapier is a no-code automation platform that connects 9,000+ apps with Zaps, Tables, Forms, Canvas, Chatbots, Agents, and Zapier MCP.

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Starting Price

Free
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Feature Comparison

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FeatureGumloopZapier
CategoryAI Agents & Autonomous WorkflowsWorkflow Automation
Pricing Plans8 tiers4 tiers
Starting PriceFreeFree
Key Features
  • • Visual AI automation framework for flows, agents, triggers, and app-connected work
  • • Prebuilt agent examples for data analysis, support triage, CRM work, meeting prep, and call analysis
  • • Free plan with 5k credits/month, one seat, one active trigger, and unlimited agents/flows
  • • Workflow Runtime
  • • Tool and API Connectivity
  • • State and Context Handling

Gumloop - Pros & Cons

Pros

  • ✓Best-in-class for AI-heavy automations RevOps and growth teams actually ship
  • ✓Natural-language flow generation drastically cuts time-to-first-automation
  • ✓Templates for sales prospecting and content pipelines work out of the box
  • ✓Multi-LLM nodes mean you can pick the right model for each step
  • ✓No engineering required — non-technical ops folks can own complete workflows

Cons

  • ✗Credit-based pricing gets expensive on data-heavy or high-volume flows
  • ✗Debugging branching logic is clunky compared to code-first tools
  • ✗No self-hosted or VPC deployment — cloud-only
  • ✗Version history and audit trails are weaker than enterprise automation tools
  • ✗Some integrations are shallow wrappers around scraping vs. official APIs

Zapier - Pros & Cons

Pros

  • ✓Huge integration catalog reduces custom connector work
  • ✓No-code builder is approachable for ops, marketing, sales, support, and HR teams
  • ✓Tasks, Tables, Forms, Canvas, Agents, Chatbots, and MCP sit in one automation platform
  • ✓Strong fit for quick pilots because most SaaS apps are already supported

Cons

  • ✗Task-based pricing can become expensive when high-volume workflows scale
  • ✗Complex branching, error handling, and data transforms may be easier in developer-first tools
  • ✗Deep enterprise governance may require a sales-led plan
  • ✗Debugging multi-app Zaps still requires careful test data and ownership

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🔒 Security & Compliance Comparison

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Security FeatureGumloopZapier
SOC2✅ Yes✅ Yes
GDPR✅ Yes✅ Yes
HIPAA❌ No❌ No
SSO—✅ Yes
Self-Hosted✅ Yes❌ No
On-Prem—❌ No
RBAC—✅ Yes
Audit Log—✅ Yes
Open Source❌ No❌ No
API Key Auth✅ Yes✅ Yes
Encryption at Rest—✅ Yes
Encryption in Transit—✅ Yes
Data Residency—US
Data Retention—configurable
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Review GumloopReview Zapier