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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
Numa logo
Numa
✓ verifiedPaid

AI operating system for car dealerships with voice AI, a smart inbox and agents that capture leads and lift service revenue.

207K visits/mo337 saves
LlamaIndex logo
LlamaIndex
✓ verifiedFreemium

Developer framework and LlamaParse service for parsing documents and building AI agents and RAG workflows over them.

455K visits/mo1.9K saves
Document360 logo
Document360
✓ verifiedFree trial

AI-powered knowledge base software for building internal and external docs, help centers, SOPs, and API references with analytics.

94K visits/mo1.6K saves
Lookfor logo
Lookfor
✓ verifiedPaid

Shopify AI chatbot for CX that automates support and product recommendations to cut tickets and lift sales.

12K visits/mo
Pricing
Pro: $37/month (20k+ credits/month, unlimited seats)

No public pricing

No public pricing

No public pricing

Free trial available

Base plan: from $1,200/mo

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
  • Voice AI with full customer context
  • AI-native Smart Inbox across channels
  • LiveCSI real-time satisfaction monitoring
  • Service Advisor Agent
  • Heat Case and Opportunity Agents
  • Mobile app
  • LlamaParse document parsing and extraction
  • Open-source framework for AI agents and workflows
  • Document indexing for retrieval/RAG
  • Prebuilt solutions by industry and use case
  • Free starter credits for LlamaParse
  • Knowledge base authoring portal
  • Customizable customer-facing docs site
  • Eddy AI assistant and AI chatbot
  • Analytics and custom workflows
  • Import from PDF/Word, export to PDF
  • SSO, SCIM, and API support
  • Inbound support automation agents
  • Outbound retention campaigns
  • Multi-channel: email, storefront, Instagram, Facebook
  • Order and subscription modifications
  • Shipping delay handling
  • Real-time knowledge from FAQs and policies
  • Customer insight analytics
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
  • Answering dealership calls and messages
  • Rescuing and booking service leads
  • Resolving customer complaints (heat cases)
  • Boosting service-advisor productivity
  • Parse complex documents for AI apps
  • Build RAG and agent workflows
  • Automate invoice and claims processing
  • Search across technical documents
  • Building external product documentation
  • Running internal knowledge bases
  • Publishing SOPs and user manuals
  • Creating API documentation
  • Automating Shopify customer support
  • Turning support chats into sales
  • Reducing support ticket volume
  • Personalized product recommendations
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