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ShieldLabs vs Epherem

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 Epherem
DetailShieldLabs logo ShieldLabsEpherem logo Epherem
What it doesFraud detection and prevention for web apps that detects account abuse and bots under any masking Free security scanning for apps built with AI
StageStartup MVP
Founded2025 Not given
Based inUS SG
Pricing modelFreemium Free
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 during early access, 5 scans a day
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
  • 55 security checks for common AI-built app mistakes
  • Package dependency vulnerability checking
  • GitHub integration and ZIP upload
  • AI tool fix prompts for Cursor and Claude Code
  • File and line number location for each finding
  • Plain language security explanations
  • Report persistence and code deletion
  • Coverage for JavaScript, TypeScript and Python
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
  • Deterministic checks that give the same results every time, not variable AI answers
  • No AI reads your code during scanning
  • Reports designed for people who built the app, not security engineers
  • Free with nothing hidden during early access
  • Transparent about scan limitations in every report
Community votes00
DR (Domain Rating by Ahrefs)39 −1 (down) since last check2 +1 (up) since last check
Trust Flow (Majestic)156
Citation Flow (Majestic)3725
Referring domains (Majestic)24016

7 details filled in for both companies.

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