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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.

Agent One logo
Agent One
✓ verifiedFree trial

No-code builder for SEO-friendly AI agent pages that learn from your site, answer visitors and capture leads.

15K visits/mo
Chatwith logo
Chatwith
✓ verifiedFreemium

White-label custom-GPT chatbot builder for agencies reselling AI support bots trained on client sites, files and 5,000+ apps.

20K visits/mo8.2K saves
LearnHouse logo
LearnHouse
✓ verifiedFreemium

Open-source, self-hostable LMS for building, branding and selling online courses with communities, AI and payments.

6.5K visits/mo
Lookfor logo
Lookfor
✓ verifiedPaid

Shopify AI chatbot for CX that automates support and product recommendations to cut tickets and lift sales.

12K visits/mo
Context Link logo
Context Link
✓ verifiedFree trial

Connects your docs, inboxes and apps into one source-backed knowledge base that ChatGPT, Claude and agents can query.

19K visits/mo
Pricing
Starter: $8/mo (500 credits, 1 agent page)
Basic: $50/mo (5,000 credits, analytics)
Standard: $150/mo

Free trial available

Hobby: $19/mo
Free: $0
Paid: from $49/mo
Base plan: from $1,200/mo

Free trial available

Context: $19/seat/mo (7-day trial)
Context + Lenses: $59/mo (then $19 per extra seat)

Free trial available

Core features
  • Conversational no-code agent builder
  • Website and file training
  • SEO-friendly public agent pages
  • Embeddable chat widget
  • Lead capture
  • Custom domain support
  • Train bots on websites, documents and YouTube
  • 5,000+ integrations plus API-driven actions
  • One-line widget embed and messaging-app channels
  • Full white-label and multi-client management
  • Switchable models (GPT, Claude, Gemini, Mistral)
  • 95+ languages with analytics and lead capture
  • Block-based editor for rich course pages
  • Multi-module course building and selling
  • Communities, boards and interactive playgrounds
  • Built-in payments, analytics and AI tools
  • White-label branding and custom domains
  • Self-hostable, open-source AGPLv3 codebase
  • Inbound support automation agents
  • Outbound retention campaigns
  • Multi-channel: email, storefront, Instagram, Facebook
  • Order and subscription modifications
  • Shipping delay handling
  • Real-time knowledge from FAQs and policies
  • Customer insight analytics
  • Unifies docs, websites, inboxes and files into one synced knowledge base
  • Works with ChatGPT, Claude, Copilot, Gemini and MCP-aware agents
  • Source-cited answers with reviewable past lookups
  • Save settled decisions as reusable Memories
  • Sources auto re-sync every 24 hours
  • Exclude anything you do not want indexed
Use cases
  • Automating website FAQs
  • Capturing leads 24/7
  • Publishing SEO agent pages from content
  • Booking appointments via chat
  • Automating repetitive customer support
  • Agencies reselling branded chatbots
  • E-commerce and lead-generation assistants
  • Multilingual website help desks
  • Launching and selling online courses
  • Running a branded course marketplace
  • Self-hosting a private learning platform
  • Building learner communities alongside content
  • Automating Shopify customer support
  • Turning support chats into sales
  • Reducing support ticket volume
  • Personalized product recommendations
  • Let AI answer questions about your business from existing content
  • Give e-commerce or agency teams one place to query support, brand and catalog docs
  • Keep canonical decisions like pricing or ICP current across every AI tool
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