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ShieldLabs vs CanaryVaults

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

ShieldLabs compared with CanaryVaults
DetailShieldLabs logo ShieldLabsCanaryVaults logo CanaryVaults
What it doesFraud detection and prevention for web apps that detects account abuse and bots under any masking Deception-based AI security platform protecting AI systems with canary tokens, trap facts, prompt firewall, honeypots, and tamper-evident audit trails
StageStartup Not given
Founded2025 Not given
Based inUS Not given
Pricing modelFreemium Freemium
PricingFree tier with 5,000 identifications. Paid plans: Starter $99/month for 25,000 identifications (monthly billing) or $79/month billed yearly; Growth $399/month for 150,000 identifications (monthly) or $319/month billed yearly; Scale $999/month for 500,000 identifications (monthly) or $799/month bille Free plan with 3 decoy identities, 2 CanaryRAG documents, 10 Shield inspections per month, no credit card required. Shield at $12/mo includes 9 decoy identities, 3 protected emails, 500 Shield inspections per month. Pro at $24/mo includes everything in Shield plus tamper-evident logging at scale and
Key features
  • Device fingerprinting to recognize devices and detect headless browsers and tampering
  • Multi-accounting detection starting at three accounts per visitor
  • Risk scoring from 0 to 100 with signal breakdown
  • Bot and AI traffic detection with browser automation signals
  • IP geolocation and real IP address revelation behind masking
  • Traffic quality scoring by source, channel, referrer, and UTM campaign
  • Dashboard, API, and webhooks for results delivery
  • Five-minute integration with JavaScript snippet or supported SDKs
  • Decoy email identities seeded into fake credential dumps on paste sites that alert when used
  • Trap facts woven into documents to catch AI knowledge base leakage
  • Three-layer prompt-injection firewall between users and models
  • Fake AI endpoints that fingerprint attackers and classify their intent
  • SHA-256 sealed, tamper-evident action logs for all agent actions
  • OpenClaw agent heartbeat monitoring, skill scanning, and live action timeline
  • Legal PDF export of tamper-evident records (Pro and above)
  • API access on all plans including Free
  • Email and Telegram alerts for all triggered canaries
  • Threat-intel enrichment checking hits against IP reputation and exposure data
What makes it different
  • 99.9% identification accuracy and 99.9% risk signal detection accuracy across 300+ signals
  • Ready-made High-Risk Event detection requires no custom fraud model training
  • Explainable risk scores showing which signals fired and their weights
  • Self-serve five-minute onboarding with no procurement or sales cycle required
  • Managed SaaS deployment with no hosting or maintenance required, unlike traditional honeypots
  • Automated seeding of decoy credentials to paste platforms with staggered timing
  • Purpose-built AI leak detection via trap facts in RAG systems
  • Evidence-focused design with tamper-evident, verifiable logs
  • Free plan with full access to all product surfaces for testing
Community votes00
DR (Domain Rating by Ahrefs)39 −1 (down) since last checkNot checked yet no change since last check
Trust Flow (Majestic)150
Citation Flow (Majestic)370
Referring domains (Majestic)2400

5 details filled in for both companies.

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