Google's account defender, part of reCAPTCHA Enterprise, is designed to identify unusual account activity and protect against account takeovers by analyzing user behavior across various account-related events. However, it is limited in environments without existing accounts, such as guest checkouts or new user signups, and lacks transparency in its risk scoring. Fingerprint offers a broader and more transparent fraud protection solution that works across the entire user journey, whether accounts are present or not, by providing detailed Smart Signals that expose specific risk indicators and offer privacy-conscious alternatives to reCAPTCHA. Fingerprint extends its protection beyond account-based flows, making it effective for early-stage fraud detection and providing actionable device intelligence that highlights suspicious activity, thus supporting use cases like guest checkouts and new user signups. This approach allows businesses to identify threats earlier in the user journey and make informed decisions to prevent account abuse and scale secure growth.