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Curbi vs LiftCanary

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Curbi compared with LiftCanary
DetailCurbi logo CurbiLiftCanary logo LiftCanary
What it doesCheck AI agent replies against configured rules and verify signed records Feature flags, A/B tests, guardrails and LLM experiments for web and React Native
StageNot given Not given
FoundedNot given Not given
Based inNot given TR
Pricing modelFreemium Not given
PricingFree: local open-source checker, browser policy checks, six read-only MCP tools, regression export and offline verification. Managed Check API: $1 per 1,000 checked replies, USD, monthly usage billing through Stripe. Not given
Key features
  • Check agent replies against configured pricing, forbidden phrases, and action records
  • Policy Check tool with browser interface for testing rules
  • Model Context Protocol endpoint for Claude, ChatGPT and other MCP clients
  • Offline verification with signed records and Merkle proofs
  • Repair Lab for reproducing and fixing integration failures
  • Managed Check API with pricing transparency
  • MIT-licensed open-source local checker
  • Framework connectors for LangChain and Vercel AI SDK
  • MCP Chaos proxy for testing agent behavior
  • Feature flags and rollouts
  • A/B testing and experiments
  • AI configs for LLM experiments
  • Guardrails to protect metrics
  • Goals and metrics tracking
  • Audience targeting
  • Results and statistics analysis
What makes it different
  • Verifiable AI agent compliance without authorization or permission granting
  • Evidence and records portable across platforms and models
  • Transparent per-reply pricing with clear usage examples
  • Open-source core with portable verification
  • In-process decisions add no latency to requests
  • One client server serves every request with background datafile updates
  • Batch event collection for efficiency
  • LLM experiment and AI config testing capabilities
  • Server-side processing for multiple users simultaneously
Community votes00
DR (Domain Rating by Ahrefs)Not checked yet no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)00
Referring domains (Majestic)00

3 details filled in for both companies.

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