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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.

Agent One logo
Agent One
✓ verifiedFree trial

No-code builder for SEO-friendly AI agent pages that learn from your site, answer visitors and capture leads.

15K visits/mo
Context Link logo
Context Link
✓ verifiedFree trial

Connects your docs, inboxes and apps into one source-backed knowledge base that ChatGPT, Claude and agents can query.

19K visits/mo
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
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
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
Pricing
Starter: $8/mo (500 credits, 1 agent page)
Basic: $50/mo (5,000 credits, analytics)
Standard: $150/mo

Free trial available

Context: $19/seat/mo (7-day trial)
Context + Lenses: $59/mo (then $19 per extra seat)

Free trial available

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

No public pricing

No public pricing

Core features
  • Conversational no-code agent builder
  • Website and file training
  • SEO-friendly public agent pages
  • Embeddable chat widget
  • Lead capture
  • Custom domain support
  • Unifies docs, websites, inboxes and files into one synced knowledge base
  • Works with ChatGPT, Claude, Copilot, Gemini and MCP-aware agents
  • Source-cited answers with reviewable past lookups
  • Save settled decisions as reusable Memories
  • Sources auto re-sync every 24 hours
  • Exclude anything you do not want indexed
  • 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
  • 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
  • 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
Use cases
  • Automating website FAQs
  • Capturing leads 24/7
  • Publishing SEO agent pages from content
  • Booking appointments via chat
  • Let AI answer questions about your business from existing content
  • Give e-commerce or agency teams one place to query support, brand and catalog docs
  • Keep canonical decisions like pricing or ICP current across every AI tool
  • 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
  • Parse complex documents for AI apps
  • Build RAG and agent workflows
  • Automate invoice and claims processing
  • Search across technical documents
  • Answering dealership calls and messages
  • Rescuing and booking service leads
  • Resolving customer complaints (heat cases)
  • Boosting service-advisor productivity
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