cookieless-alternatives

Installation
SKILL.md

Cookie-less Tracking Alternatives

Overview

The deprecation of third-party cookies by browsers and increasing consent-driven restrictions on first-party cookies are driving the advertising and analytics industries toward alternative measurement and targeting approaches. Google's Privacy Sandbox initiative, launched in 2019 and iteratively developed through 2024-2026, provides a suite of browser APIs designed to replace cross-site tracking functionality with privacy-preserving alternatives. Alongside browser-based solutions, server-side analytics and probabilistic measurement methods offer additional paths. This skill evaluates each alternative's privacy properties, technical requirements, and readiness for production use.

Privacy Sandbox APIs

Topics API

Purpose: Interest-based advertising without cross-site tracking.

How It Works:

  1. Chrome observes the user's browsing activity (top-level page visits) locally on-device
  2. Each week, the browser classifies visited sites into topics from a taxonomy of approximately 470 advertising-relevant categories
  3. When an ad tech company calls the Topics API on a publisher's site, the browser returns up to 3 topics (one from each of the last 3 weeks)
  4. Topics are selected with 5% random noise (a random topic is returned instead of the true one)
  5. A caller only receives topics that it has also observed the user being interested in (on other sites where the caller was present)
Installs
22
GitHub Stars
239
First Seen
Jun 9, 2026
cookieless-alternatives — mukul975/privacy-data-protection-skills