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ShieldLabs vs Witnessory

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 Witnessory
DetailShieldLabs logo ShieldLabs Witnessory
What it doesFraud detection and prevention for web apps that detects account abuse and bots under any masking Measures internet adoption of post-quantum cryptography through independent network probes
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: dashboard, one check at a time, and probe. Watch 10: $19/month (up to 10 hostnames). Watch 100: $99/month (up to 100 hostnames). Evidence report: $9 (up to 10 hostnames) or $39 (up to 50). API Free: $0. API Developer: $19/month (2,000 checks/month). API Pro: $99/month (25,000 checks/month). Da
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
  • Real-time post-quantum adoption statistics across top 10,000 internet sites
  • Daily or 6-hourly checks of monitored hostnames from multiple networks
  • Signed and Bitcoin-anchored evidence reports for auditors and regulators
  • API with fresh or reused check results and bulk query support
  • Webhook alerts on any change to monitored sites
  • Monthly dataset of top 10,000 sites' cryptography and certificate data
  • Custom probes inside your own networks for enterprise customers
  • HTTP 402 payment support for agents via USDC on Base
  • Recomputable view hash for transparent, reproducible results
  • Free probe hosting for independent network monitoring
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
  • Every reading is cryptographically signed and results are reproducible and recomputable
  • Neutral and transparent: no result is changed, hidden or ranked for money
  • Global coverage from multiple independent network probes
  • Auditor-grade evidence reports anchored in Bitcoin
  • Free access to core tools: dashboard, single checks, and probe hosting
Community votes00
DR (Domain Rating by Ahrefs)39 −1 (down) since last check1 −1 (down) since last check
Trust Flow (Majestic)150
Citation Flow (Majestic)374
Referring domains (Majestic)2401

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