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Thou Shalt Not Reject: Analyzing Accept-Or-Pay Cookie Banners on the Web

Published: 24 October 2023 Publication History

Abstract

Privacy regulations have led to many websites showing cookie banners to their users. Usually, cookie banners present the user with the option to "accept" or "reject" cookies. Recently, a new form of paywall-like cookie banner has taken hold on the Web, giving users the option to either accept cookies (and consequently user tracking) or buy a paid subscription for a tracking-free website experience.
In this paper, we perform the first completely automated analysis of cookiewalls, i.e., cookie banners acting as a paywall. We find cookiewalls on 0.6% of all queried 45k websites. Moreover, cookiewalls are deployed to a large degree on European websites, e.g., for Germany we see cookiewalls on 8.5% of top 1k websites. Additionally, websites using cookiewalls send 6.4 times more third-party cookies and 42 times more tracking cookies to visitors, compared to regular cookie banner websites. We also uncover two large subscription Management Platforms used on hundreds of websites, which provide website operators with easy-to-setup cookiewall solutions. Finally, we publish tools, data, and code to foster reproducibility and further studies.

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      cover image ACM Conferences
      IMC '23: Proceedings of the 2023 ACM on Internet Measurement Conference
      October 2023
      746 pages
      ISBN:9798400703829
      DOI:10.1145/3618257
      This work is licensed under a Creative Commons Attribution International 4.0 License.

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      Published: 24 October 2023

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      Author Tags

      1. cookie banner
      2. cookiewall
      3. subscription management platform
      4. web measurement

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      October 24 - 26, 2023
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