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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.

Cohere logo
Cohere
✓ verifiedPaid

AI customer-support automation with cobrowsing that resolves tickets by extracting answers from help docs and past tickets.

5.7K visits/mo
supermemory™ logo
supermemory™
✓ verifiedFreemium

Developer API that gives AI agents persistent memory, retrieval, and connectors, usable both as infrastructure and a personal app.

174K visits/mo
Wonderchat logo
Wonderchat
✓ verifiedPaid

AI chatbot builder that trains a support agent on your website content in minutes to deflect tickets and capture leads with cited answers.

82K visits/mo12K saves
Document360 logo
Document360
✓ verifiedFree trial

AI-powered knowledge base software for building internal and external docs, help centers, SOPs, and API references with analytics.

94K visits/mo1.6K saves
Ragie logo
Ragie
✓ verifiedFreemium

Managed context/RAG API that indexes, parses and retrieves documents, images, audio and video for developers building AI agents.

16K visits/mo
Pricing

No public pricing

Free: $0/mo (~$5/mo of usage included)
Pro: $19/mo (~$20/mo of usage, unlimited storage, 2 teammates)
Max: $100/mo (~$130/mo of usage, 6x Pro headroom)
Scale: $399/mo (~$600/mo of usage, up to 10 teammates)

No public pricing

No public pricing

Free trial available

Developer: Free (1,000 max page processing)
Starter: $100/month (10,000 total pages)
Pro: $500/month (60,000 total pages)
Core features
  • AI ticket automation across channels
  • Cobrowsing for guided support
  • Answers extracted from help docs and past tickets
  • Step-by-step guided resolutions
  • Support analytics and content-gap detection
  • One-click integrations with existing helpdesks
  • Persistent, structured memory built as a knowledge graph
  • Sub-300ms hybrid retrieval (RAG) with reranking
  • Native filesystem mount for agent memory access
  • Connectors to Slack, Notion, Drive, Gmail, GitHub, S3
  • Automatic extraction from PDFs, images, and audio
  • User profile and behavior tracking across sessions
  • Fast setup trained directly on website content
  • Answers cited back to source content
  • Inbound lead capture with automated follow-up
  • Integrations with existing support/marketing stack
  • Self-improving responses over time
  • Knowledge base authoring portal
  • Customizable customer-facing docs site
  • Eddy AI assistant and AI chatbot
  • Analytics and custom workflows
  • Import from PDF/Word, export to PDF
  • SSO, SCIM, and API support
  • Hybrid vector, keyword and summary indexing
  • Native connectors to Google Drive, Notion, Slack and others
  • Multimodal ingestion of text, PDF, image, audio and video
  • Agentic OCR document parsing with structured extraction
  • Custom entity extraction via plain-language instructions
  • MCP server for permissioned agent access
  • Multi-tenant data partitioning
Use cases
  • Automatically resolve common support tickets
  • Deflect inquiries with self-serve answers
  • Guide customers through resolutions
  • Cobrowse to assist users in real time
  • Spot content gaps and trends
  • Developers adding long-term memory to AI agents
  • Teams building agents that need to sync with existing tools
  • Individuals wanting one memory layer shared across multiple AI assistants
  • SaaS companies deflecting repetitive support questions
  • Marketing teams capturing and qualifying leads via chat
  • Support teams wanting AI answers backed by verifiable sources
  • Building external product documentation
  • Running internal knowledge bases
  • Publishing SOPs and user manuals
  • Creating API documentation
  • Adding accurate retrieval/context to an AI agent or assistant
  • Building AI search over a company's Drive/Notion/Slack knowledge base
  • Extracting structured entities and tables from documents at scale
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