Automated private enforcement: evidence from the Google Fonts Case
Abstract
Abstract Plaintiffs often lack incentive to enforce low-value claims, weakening defendants' compliance incentives. The Google Fonts Case offers a unique opportunity to explore whether automated private enforcement increases compliance. After a German court ruled that dynamically embedding Google Fonts violated the GDPR, an Austrian lawyer reportedly used automated tools to detect violations and threaten lawsuits. Using a difference-in-differences approach on a two-year sample of 1,517,429 websites across 32 countries, we find a significant compliance effect in Austria: non-compliance dropped by 22.7 percentage points within three months, a nearly 50% reduction. These findings suggest automated enforcement can be disruptive, pressuring policymakers to recalibrate legal rules.
Fields of Study & Subjects
Law
Economics
and Judicial Systems
Dispute Resolution and Class Actions
AI
and Intellectual Property
Publication details
- Journal / source
- The Journal of Legal Analysis
- Publisher
- Oxford University Press (OUP)
- Volume
- 18
- Issue
- 1
- Pages
- 182–206
- Publication date
- 1 January 2026
- Language
- EN