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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.
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Chatnode
✓ verifiedFreemium
Platform to build AI customer-service agents trained on your data that answer 24/7, take real actions and hand off to humans.
10K visits/mo44K saves
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ChatbotGen
✓ verifiedFreemium
Builds AI chatbots for WhatsApp, web, and Telegram trained on your content, with fast QR-based WhatsApp setup and a free tier.
6.0K visits/mo
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Augment Code
✓ verifiedPaid
Agentic coding platform (Cosmos) that runs software-dev agents at org scale, using a codebase context engine to cut token cost.
544K visits/mo
Pricing
Free: $0/mo (35 credits/mo, 1 chatbot)
Lite: $35/mo (1,250 credits/mo, 1 agent)
Standard: $89/mo (12,500 credits/mo, 3 agents)
Scale: $377/mo (50,000 credits/mo, 8 agents)
Free trial available
Free: $0/mo (1 chatbot, 50 msgs)
Starter: $29/mo (3 bots, 2,000 msgs)
Growth: $79/mo (10 bots, 10,000 msgs)
Business: $199/mo (50 bots, 30,000 msgs)
Business: $100/mo flat (up to 50 seats, $100 usage included)
Free trial available
No public pricing
Core features
- ✦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
- ✦Train on PDFs, URLs, and Q&A
- ✦WhatsApp via QR scan (no Meta Business)
- ✦Web widget and Telegram channels
- ✦Industry templates
- ✦Tools: lead capture, booking, human handoff
- ✦100+ languages
- ✦Context Engine for codebase understanding
- ✦Agents across the full SDLC
- ✦Model routing / bring-your-own-keys
- ✦Automated code review and test coverage
- ✦CLI, MCP and native tool integrations
- ✦Enterprise security (SOC 2, ISO 42001, SSO)
- ✦Collection of MCP Servers
- ✦Search and discovery of MCP Servers
- ✦MCP Client directory
- ✦Community platform for sharing and learning about MCP Servers
Use cases
- →Automate customer support
- →Book meetings and complete tasks in chat
- →Capture and qualify leads
- →Keep answers current via auto-retrain
- →Adding an AI agent to WhatsApp fast
- →Answering website visitor questions
- →Booking and lead capture for SMBs
- →Automating PR code review
- →Raising test coverage
- →Incident investigation and remediation
- →Large-scale migrations and onboarding
- →Enhancing AI capabilities by connecting to external data sources and tools
- →Integrating AI models with various services like databases, APIs, and file systems
- →Building AI applications that can access real-time information and perform actions
- →Connecting Claude to MCP servers to access external data sources and tools
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