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Voiceflow vs Chatbase
Side-by-side comparison of features, pricing, and ratings
Collaborative platform for building and scaling AI agents across chat and voice.
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Freemium
Freemium
Plans
$0
$50/editor/mo
Contact sales
$0
$19/mo
$99/mo
Rating
—
—
Popularity
6.3k views
3.2k views
Skill Level
Intermediate
Beginner-friendly
API Available
Platforms
WebAPI
WebAPI
Categories
💬 Customer Support🤖 Automation & Agents
💬 Customer Support
Features
Visual conversation canvas
Knowledge base management
Multi-channel deployment (chat and voice)
API step builder
Team collaboration and roles
Version control with environments (dev, staging, prod)
Real-time observability and analytics
LLM-powered evaluations
Agentic Context Engine
Custom functions and code steps
Multi-client workspace management
White-labeling and client handoff tools
Access to all major LLM providers
Prototyping and interactive testing
Environments for A/B testing and rollbacks
No-code AI agent builder
Multi-source data ingestion (documents, websites, text, help desk tickets)
Smart escalation to human agents via live chat or tickets
Voice telephony (inbound call handling via Twilio)
Interactive Widgets (order summaries, flight details, etc.)
Built-in Help Desk for ticket management and AI-drafted responses
Multi-model support (GPT-5.5, Claude Opus 4.7, Gemini, DeepSeek, Meta, MoonshotAI)
Actions and workflow automation (e.g., update subscriptions, change addresses)
Real-time data sync with CRMs and helpdesk tools
Customizable chatbot appearance and white-labeling (add-on)
Conversation analytics and advanced reporting
Personalization with user context
Auto-retrain agents with new data
API access for custom integrations
Workspace seats with role management
Integrations
Zendesk
Twilio
WhatsApp
Shopify
HubSpot
Salesforce
Airtable
Discord
Linear
Notion
SendGrid
ActiveCampaign
Adobe Analytics
ManyChat
Acuity Scheduling
Adalo
Adobe Commerce
Adobe Sign
Slack
Zapier
WordPress
Messenger
Instagram
Calendly
Stripe
Intercom
Zoho Desk
Freshdesk
Helpscout
Sunshine
Make
Cal.com