ShieldLabs vs Bugcrowd

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 Bugcrowd
Detail	ShieldLabs	Bugcrowd
What it does	Fraud detection and prevention for web apps that detects account abuse and bots under any masking	Crowdsourced cybersecurity platform connecting organizations with ethical hackers to find and fix vulnerabilities
Stage	Startup	Established
Founded	2025	2012
Based in	US	US
Pricing model	Freemium	Not given
Pricing	Free 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	Not given
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	Bug bounty program management Penetration testing as a service Vulnerability disclosure programs Red team services AI-powered security intelligence CrowdMatch researcher curation 24/7 response for critical issues Integration with security tools Triage and validation services Attack surface management
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	7x more critical vulnerabilities found vs traditional testing 30% reduction in breach risk 268% return on investment Largest experienced triage team in the industry Only pay for results found
Community votes	0	0
DR (Domain Rating by Ahrefs)	39 −1 (down) since last check	Not checked yet
Trust Flow (Majestic)	15	45
Citation Flow (Majestic)	37	57
Referring domains (Majestic)	240	7070

6 details filled in for both companies.

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