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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
Zapier MCP logo
Zapier MCP
✓ verifiedFreemium

Widely used no-code automation platform connecting thousands of apps, now extended with AI agents, chatbots, and an MCP server.

6.0M visits/mo
Arsturn logo
Arsturn
✓ verifiedFreemium

No-code builder for custom ChatGPT-style website chatbots trained on your data for support, lead gen and engagement.

133K visits/mo
236K visits/mo
Pricing

No public pricing

Pro: $37/month (20k+ credits/month, unlimited seats)

No public pricing

Free: $0/mo (50 credits)
Saver: $1.99/mo (250 credits)
Starter: $9/mo (1,500 credits)
Standard: $36/mo (6,000 credits)
Pro: $144/mo (24,000 credits)

Free trial available

Basic: USD 69
Premium: USD 99
Business: USD 149
Core features
  • CSV to API conversion
  • Data parsing (CSV to JSON)
  • Filtering capabilities
  • 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
  • Zap workflows linking triggers and actions across 9,000+ apps
  • No-code AI agent builder for task-specific assistants
  • Chatbots for answering customer questions with AI
  • Canvas for visually planning and mapping workflows
  • Tables for storing data that workflows can read and update
  • Forms for capturing inputs that trigger automations
  • Zapier MCP server to connect AI chat tools to app integrations
  • No-code chatbot creation
  • Train on files/URLs/Notion/Zendesk
  • Website embed widget
  • Conversation analytics
  • ~95 language support
  • Custom branding
  • AI-powered logo generation
  • Customizable logo designs
  • Wide range of industries supported
  • Multiple virtual designers
  • Web-ready, social media, and print-ready files
Use cases
  • Sharing CSV data with a team via an API
  • Creating a public API from CSV data
  • Filtering and accessing specific data within a CSV file programmatically
  • 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
  • Teams automating cross-app workflows without engineering resources
  • RevOps/Sales teams routing leads and updating CRMs automatically
  • Support teams deploying AI chatbots for common questions
  • Developers connecting AI coding agents to thousands of apps via MCP
  • Website customer support
  • Lead generation
  • FAQ and audience engagement
  • Creating a logo for a new business
  • Redesigning an existing logo
  • Generating logos for various industries
  • Designing logos for social media profiles
  • Creating print-ready logos for business cards and marketing materials
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