Comparator

ChatLab vs ChatBase side by side.

Pick up to four platforms. Every row comes from the same public data, ChatLab included.

ChatLabvsChatBase
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ChatBase is a mature AI support platform. It runs voice agents that answer real phone calls over SIP or Twilio, reaches customers on WhatsApp, Messenger, Instagram and Slack, runs outbound campaigns, and ships a built-in help desk with ticket routing and escalation to a human agent.

What it does not do is the work that starts after the first answer. ChatBase has no cross-conversation memory, so a returning customer is a stranger every time. There are no offer cards in the widget, no client summaries, no AI-generated conversation summaries for the admin, and no advanced spam filter. Branding stops at the widget: no full CSS control and no white-label agency package with client portals. On the commerce side it connects to Shopify but not to WooCommerce, PrestaShop, CS-Cart, Abicart or BaseLinker, and it has no hotel reservation systems at all.

ChatBase costs $32/mo, which works out to $22.86 per 100 conversations. ChatLab is Free or $15/mo at $3.13 per 100 conversations. If you need voice and a help desk above everything else, ChatBase is a serious option. If you sell online, run several client brands, or want the bot to remember who it is talking to, ChatLab covers that ground for a fraction of the cost per conversation.

Pricing

FeatureChatLabChatBase
Price visible
Starting price
Free or $15/mo
$32/mo
Price per 100 conversations
$3.13
$22.86

Training

FeatureChatLabChatBase
Websites URLs
Files
Questions & Answers
Corrections
Sitemap
Training using markdown syntax
Advanced website training filters
Auto-retrain

Features

FeatureChatLabChatBase
Lead collection
Custom forms
Visitor file uploads
Human support fallback
AI-driven human fallback
Live chat
Live chat push notifications
Helpdesk / inbox
Email copilot
Conversation rating
Support multiple chatbot administrators
Multilingual
AI model selection
Offer Cards
AI Search
Add to cart
Voice input
Voice conversations
Phone calls
Flow Editor (stages and conditions)
Conversation memory
Larger context windows
Full white-label agency package

AI and analytics

FeatureChatLabChatBase
AI Actions
AI Conversation insights
Client summaries
Conversation summaries
Dynamic suggested follow-ups
Scheduled e-mail reports
E-commerce analytics

Customization

FeatureChatLabChatBase
Customizing avatar
Customizing colors
Custom role instructions
Prompt optimizer
Creativity settings
Human-like messaging
Welcome screen
Custom launcher icon
Remove branding
Custom domains
Knowledge base optimizer
Minified sender bar
Full CSS customization

Security

FeatureChatLabChatBase
Rate limits
Restricting domains
Country restrictions
Consent-gated loading
Advanced spam filter

Installation

FeatureChatLabChatBase
Widget
iFrame
Share link
Public API

Integrations

FeatureChatLabChatBase
WooCommerce
Shopify
PrestaShop
Shoper
CS-Cart
Abicart
BaseLinker
WordPress
Wix
WebFlow
Freshdesk
Hotel reservation systems
Custom API integrations
Webhooks
Google Analytics
WhatsApp
Facebook Messenger
Instagram
All comparisons

ChatLab against every platform in the set.

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