Compare tools
Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.
⇄ Comparison dimension — pick the market you're actually shopping in
Developer-focused platform to build and deploy AI agents across widgets, messaging apps, and SDKs, with security and observability.
Website widget adding AI chatbots and messenger chat buttons for 24/7 support, trained on your site and docs, with a free plan.
Japanese no-code chatbot platform for LINE, web chat, and LINE WORKS with hands-on setup and operation support.
AI support agent trained on your site and docs; answers 24/7 in ten languages, books meetings and hands off to humans.
Platform to build AI customer-service agents trained on your data that answer 24/7, take real actions and hand off to humans.
No public pricing
No public pricing
Free trial available
- ✦Build agents from datasets, skillsets, integrations
- ✦Embeddable widgets and SDKs
- ✦Messaging channels (Slack, Discord, WhatsApp, Telegram)
- ✦OAuth and MCP integrations
- ✦Bring-your-own model support
- ✦Whitelabel and custom branding
- ✦Observability, security, governance
- ✦AI chatbot trained on your site and PDFs
- ✦Customizable chat buttons and widgets
- ✦24/7 automated customer support
- ✦Multi-language interface
- ✦Shopify and WordPress integration
- ✦Messenger and multi-channel chat options
- ✦No-code chatbot builder
- ✦Support for LINE, LINE WORKS, and web chat
- ✦Automated Q&A, scoring, and data updates
- ✦API and system integrations
- ✦Hands-on setup and operation support
- ✦Reporting and optimization
- ✦Train on website, PDFs and Q&A pairs
- ✦One-line script embed for any platform
- ✦24/7 replies in ten languages
- ✦Meeting booking via Calendly/Cal
- ✦In-chat lead capture forms
- ✦Human handoff with shared inbox
- ✦White-label widget on paid plans
- ✦AI agents trained on website/docs with auto-retrain
- ✦AI Actions (Stripe billing, Calendly booking, API calls)
- ✦Multi-channel embed (site, Slack, Notion and more)
- ✦Human handoff with context
- ✦Analytics on deflection and satisfaction
- ✦Multiple LLMs selectable per task
- →Building custom AI agents for support or leads
- →Embedding AI widgets on websites and apps
- →Deploying agents across messaging platforms
- →Automating website customer support
- →Adding a ChatGPT-style bot to a site
- →Capturing leads via chat buttons
- →Multi-language support for global visitors
- →Acquire new customers (MA/ROAS)
- →Activate existing customers (CRM/LTV)
- →Automate external inquiry handling
- →Streamline internal workflows
- →Automate website customer support
- →Book meetings from chat
- →Capture and qualify leads
- →Answer product FAQs from your own content
- →Automate customer support
- →Book meetings and complete tasks in chat
- →Capture and qualify leads
- →Keep answers current via auto-retrain