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Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.

Gumloop logo
Gumloop
✓ verifiedFreemium

No-code platform for building and running AI agents that automate work across data, sales and support tasks.

701K visits/mo
Voiceflow AI logo
Voiceflow AI
✓ verifiedFreemium

Enterprise platform for designing, launching, and scaling AI agents across voice and chat customer experience channels.

454K visits/mo
Pricing
Pro: $37/month (20k+ credits/month, unlimited seats)

No public pricing

Free trial available

Core features
  • Visual canvas to orchestrate multi-agent workflows
  • Prebuilt specialized agents (data, support, CRM, sales)
  • Access to many AI models with no vendor lock-in
  • Slack, Teams and email agent interaction
  • Recurring/scheduled tasks and triggers
  • Enterprise security: RBAC, VPC, audit logs, spend controls
  • Visual workflow builder for conversational AI agents
  • Support for multiple LLM providers or bring-your-own-model
  • Deployment across voice and chat channels
  • Real-time observability and performance analytics
  • Team collaboration with roles and permissions
  • API integrations with existing business tools
Use cases
  • Automate data analysis and reporting
  • Triage support tickets and spot patterns
  • Keep a CRM updated and research prospects
  • Deploy AI agents across a team's tools
  • Support teams automating customer service chatbots
  • Enterprises building AI voice agents for call centers
  • Agencies building white-labeled AI agents for clients
  • Conversation designers prototyping and testing dialogue flows
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