Dark patterns at scale: findings from a crawl of 11K shopping websites

Mathur (2019) ยท Read the paper

Arunesh Mathur and colleagues crawled about 53,000 product pages from about 11,000 shopping websites and found 1,818 instances of dark patterns in 15 types and 7 broader categories. They identified 183 websites engaging in deceptive practices and 22 third-party companies offering dark patterns as a ready-made service.

Arunesh Mathur and colleagues crawled about 53,000 product pages from about 11,000 shopping websites and found 1,818 instances of dark patterns in 15 types and 7 broader categories. They identified 183 websites engaging in deceptive practices and 22 third-party companies offering dark patterns as a ready-made service.

Written from the abstract read 2026-10-11.

What our sources record

Reproduced as it was written when this source was checked, figures and all.

Proceedings of the ACM on Human-Computer Interaction, 3(CSCW). doi:10.1145/3359183.