Privacy / AI Governance / Data Quality
EPIC urges EDPB to extend draft web scraping guidelines to data brokers and tighten GDPR limits
In comments on the EDPB's draft Guidelines 03/2026 on web scraping for generative AI, EPIC argues that most such scraping cannot meet the GDPR. It proposes a public registry of scrapers and an opt-in default for AI training.

The Electronic Privacy Information Center (EPIC) has submitted comments on the European Data Protection Board’s draft Guidelines 03/2026 on web scraping in the context of generative AI, which the EDPB opened for comment in July 2026.
EPIC argues that the draft covers only organisations that scrape for AI training or acquire previously scraped datasets. In its view, this lets data brokers that scrape for multiple purposes fall outside the guidelines. It contends that legitimate interest will rarely survive the balancing test. Citing academic work by Daniel Solove and Woodrow Hartzog, it also says that a website notice, which the draft offers as an option when notifying individuals is disproportionate, would be “practically useless”.
EPIC calls for a central registry of scrapers and dataset buyers and an opt-in default signalled through robots.txt. It also wants mandatory cleaning steps, including human review, removal of sensitive data and a documented risk assessment.
Editor’s note: This article relies solely on the comments and summary published by EPIC, an advocacy group; the EDPB draft guidelines themselves were not reviewed.
Why it matters
The draft guidelines, as EPIC describes them, expect controllers to scope data categories, respect 'do not scrape' signals and assess risk before scraping, and to validate training data. Teams that buy or license scraped datasets should be able to trace each dataset's sources, collection tool and legal basis through lineage and supplier documentation. They should also check whether they can honour correction or erasure requests once a model has been trained. If the final text adopts EPIC's push from 'should' to 'must' on data minimisation, these steps would become firmer expectations.
Status: Consultation. EDPB issued call for comments in July 2026; EPIC commented on 30 October
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