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Gumloop vs ZooWork

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Gumloop compared with ZooWork
DetailGumloop logo GumloopZooWork logo ZooWork
What it doesThe multiplayer AI agent builder AI agent delivery platform for domain experts to build, deploy, and run agents that complete real work
StageNot given Not given
FoundedNot given 2023
Based inUS US
Pricing modelFreemium Not given
PricingFree 14-day trial. Pro plan starts at $37/month with 20,000 monthly credits. Enterprise plan available with custom pricing. Pro plan: $30/month (limited offer, regular $100/month) with 6000 credits plus 14000 bonus credits, 4-core CPU, 4GB RAM, 40GB storage. Managed Agent API and Enterprise plans available.
Key features
  • Browser automation with real browser execution
  • Over 300 native integrations
  • Support for any AI model including frontier and open-source
  • Session recordings with audit logs
  • Human-in-the-loop with secure handoffs
  • Password vault for credential management
  • CAPTCHA handling
  • Agent self-improvement through reflection
  • Detailed spend analytics per model and agent
  • Role-based access control and governance
  • Agent Builder for building agents through conversation
  • 50+ industry agent templates
  • Support for 20+ leading models including OpenAI, Claude, Gemini, DeepSeek
  • Integration with Google Workspace, Microsoft 365, Slack, Lark, Jira, GitHub
  • ZooData for converting URLs into agent-ready JSON
  • Approval gates for sensitive operations
  • Managed Agent API for production deployment
  • Knowledge Management and data collection
  • Triggers and scheduled tasks
  • Complete auditability with recording of all decisions and tool calls
What makes it different
  • Anyone can build agents without coding, not just technical teams
  • Full observability and control over AI spend with credit-based billing
  • Agents run in real browser with full web access and integration capabilities
  • Enterprise-grade security with VPC deployment and data ownership
  • Agents built and operated by domain experts, not just engineers
  • Production-ready agents live in 7 days with forward-deployed engineers
  • Agents operate on real systems with approval gates and complete auditability
  • Security-first with tenant isolation, encryption, and role-based access control
  • Multi-agent runtime with no vendor lock-in and support for all frontier models
Community votes00
DR (Domain Rating by Ahrefs)75 no change since last check35 −1 (down) since last check
Trust Flow (Majestic)196
Citation Flow (Majestic)4940
Referring domains (Majestic)4273138

5 details filled in for both companies.

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