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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.

Autonoma logo
Autonoma
✓ verifiedFreemium

Open-source testing platform where AI agents drive your app end-to-end to catch regressions on every PR, no test code needed.

72K visits/mo9.3K saves
Brainfish logo
Brainfish
✓ verifiedPaid

AI self-service support agents for B2B that resolve customer questions across chat, email, in-product and Slack.

9.1K visits/mo5.3K saves
elium.com logo
elium.com
✓ verifiedPaid

Enterprise AI knowledge-management platform for building a governed, searchable company knowledge hub teams actually use.

26K visits/mo
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
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
Free & pay-as-you-go: $0 to start (100K credits free, then $100 per 150K credits)
Self-hosted: $0 (free forever, unlimited)

No public pricing

Team: 15€/user/mo billed yearly
Corporate: 20€/user/mo billed yearly

Free trial available

No public pricing

Free trial available

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

Free trial available

Core features
  • AI agents navigate your app in real browsers
  • One-command setup that maps flows and drafts tests
  • SDK to seed and tear down real data
  • Runs on every PR against preview deploys
  • No test code required
  • Open-source with a self-hosted option
  • Integrates with GitHub, Vercel and Linear
  • AI support agents across chat, email, in-product, Slack
  • Grounded answers with citations on every reply
  • Personalization by plan, role, region or account
  • Ingests docs, tickets, calls and knowledge bases
  • Evaluation analytics and gap detection
  • Enterprise security (SOC 2, ISO 27001, data residency)
  • AI-powered search and answers
  • Content approval and expiration workflows
  • Multi-language sharing with AI translation
  • Templates and rich content creation
  • Microsoft, Slack, Google Drive integrations
  • ISO 27001 security, EU hosting, GDPR
  • 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
  • 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
  • Catching regressions before merging PRs
  • End-to-end testing without writing scripts
  • QA for fast-shipping product teams
  • Self-hosted testing on your own infrastructure
  • Automating B2B customer support
  • Deflecting repetitive support tickets
  • Powering internal team copilots
  • Surfacing upsells inside support chats
  • Central company knowledge base
  • Customer support and IT service desk
  • Onboarding and knowledge retention
  • Market watch and user insights
  • Building external product documentation
  • Running internal knowledge bases
  • Publishing SOPs and user manuals
  • Creating API documentation
  • 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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