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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.

Arena logo
Arena
✓ verifiedFreemium

Engagement suite adding live chat, comments, polls and live blogs to publisher and brand sites to grow and monetize audiences.

145K visits/mo
bundleIQ logo
bundleIQ
✓ verifiedFreemium

AI knowledge platform (Alani) that turns files, video, audio and docs into cited, source-grounded answers with persistent memory.

2.3K visits/mo1.9K saves
Cohere logo
Cohere
✓ verifiedPaid

AI customer-support automation with cobrowsing that resolves tickets by extracting answers from help docs and past tickets.

5.7K visits/mo
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
Pricing
Free: $0/mo
Starter: $49/mo
Professional: $249/mo
Business: $999/mo

Free trial available

Free: $0
Basic: $12/mo
Pro: $40/mo
Max: $100/mo

No public pricing

No public pricing

Pro: $37/month (20k+ credits/month, unlimited seats)
Core features
  • Threaded comments
  • Real-time group chat
  • Live blog streams
  • AI polls and moderation
  • First-party data capture
  • No-code website embed
  • Source-cited, grounded AI answers
  • Persistent memory across sessions
  • Video, audio, PDF and doc parsing
  • Choice of LLM (GPT, Claude, Gemini)
  • Alani Hub, Connect and Insights products
  • Collaboration and sharing
  • Enterprise-grade privacy
  • AI ticket automation across channels
  • Cobrowsing for guided support
  • Answers extracted from help docs and past tickets
  • Step-by-step guided resolutions
  • Support analytics and content-gap detection
  • One-click integrations with existing helpdesks
  • 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
Use cases
  • Live event coverage
  • Growing on-site community
  • Monetizing audience with ads
  • Capturing first-party data
  • Personal 'second brain' knowledge base
  • Verified research and analysis
  • Content communities and monetization
  • Enterprise data workflows and insights
  • Automatically resolve common support tickets
  • Deflect inquiries with self-serve answers
  • Guide customers through resolutions
  • Cobrowse to assist users in real time
  • Spot content gaps and trends
  • 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
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