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Fingerprinting

Cookieless Tracking

Cookieless tracking is the recognition of returning devices or users without relying on browser cookies, typically by using device fingerprinting and server-side signals. It has grown in importance as browsers restrict third-party cookies and users routinely clear or block them.

How it works

How Cookieless Tracking works

Instead of writing an identifier into a cookie, cookieless approaches derive recognition from attributes the browser and network already expose. Client-side fingerprinting combines rendering, hardware, and configuration signals, while server-side signals such as TLS and HTTP behavior add network-layer context that requires no client storage.

These signals are combined and matched, often with tolerant similarity-based techniques, to recognize a device across visits even though nothing persistent was stored on it. Because the identity is recomputed each time rather than read from storage, it survives cookie clearing and private-browsing sessions.

Cookieless recognition is inherently probabilistic and expresses its result as a confidence level rather than a stored, exact identifier. Its accuracy depends on the distinctiveness and stability of the underlying signals and on how well drift is handled through matching.

Why it matters

Why Cookieless Tracking matters for fraud prevention

Cookieless tracking is increasingly essential because cookie-based identification is eroding under browser privacy changes and easy cookie clearing, both of which fraudsters exploit. Deriving identity from fingerprint and network signals gives defenders a durable way to recognize returning devices despite these limits. This resilience is precisely what makes it effective against attackers who rotate or clear cookies to appear new.

With TRACIO

How TRACIO handles it

TRACIO is built for cookieless recognition, producing a stable visitor ID from 130+ device and network signals rather than depending on stored cookies. This lets it recognize returning devices even when cookies are cleared or blocked and through private-browsing sessions, expressing results as a confidence-scored identity. The approach is designed to remain effective as browser cookie policies tighten.

FAQ

Frequently asked questions

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