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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.

elium.com logo
elium.com
✓ verifiedPaid

Enterprise AI knowledge-management platform for building a governed, searchable company knowledge hub teams actually use.

26K 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
PromptLayer logo
PromptLayer
✓ verifiedFree

Prompt engineering, management, and LLM observability platform.

212K 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
Chatwith logo
Chatwith
✓ verifiedFreemium

White-label custom-GPT chatbot builder for agencies reselling AI support bots trained on client sites, files and 5,000+ apps.

20K visits/mo8.2K saves
Pricing
Team: 15€/user/mo billed yearly
Corporate: 20€/user/mo billed yearly

Free trial available

No public pricing

No public pricing

Pro: $37/month (20k+ credits/month, unlimited seats)
Hobby: $19/mo
Core features
  • AI-powered search and answers
  • Content approval and expiration workflows
  • Multi-language sharing with AI translation
  • Templates and rich content creation
  • Microsoft, Slack, Google Drive integrations
  • ISO 27001 security, EU hosting, GDPR
  • 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
  • Prompt management
  • Prompt evaluations
  • LLM observability
  • Team collaboration
  • Version control for prompts
  • A/B testing of prompts
  • Prompt Registry
  • Historical backtests
  • Regression tests
  • Usage monitoring
  • 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
  • Train bots on websites, documents and YouTube
  • 5,000+ integrations plus API-driven actions
  • One-line widget embed and messaging-app channels
  • Full white-label and multi-client management
  • Switchable models (GPT, Claude, Gemini, Mistral)
  • 95+ languages with analytics and lead capture
Use cases
  • Central company knowledge base
  • Customer support and IT service desk
  • Onboarding and knowledge retention
  • Market watch and user insights
  • Answering dealership calls and messages
  • Rescuing and booking service leads
  • Resolving customer complaints (heat cases)
  • Boosting service-advisor productivity
  • Scaling customer support automation with LLMs
  • Empowering non-technical teams with prompt engineering
  • Building personalized AI interactions
  • Debugging LLM agents
  • Improving content creation processes
  • Managing and monitoring prompts with a team
  • 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
  • Automating repetitive customer support
  • Agencies reselling branded chatbots
  • E-commerce and lead-generation assistants
  • Multilingual website help desks
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