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EU Artificial Intelligence Act and the ban on scraping faces

The EU AI Act is the first comprehensive law on artificial intelligence. Among its prohibited practices, applicable since 2 February 2025, is placing on the market or using AI systems that create or expand facial recognition databases through untargeted scraping of facial images from the internet or CCTV. That provision was written with Clearview AI in mind and applies to any engine that builds a face index from the open web for EU users.

Updated November 6, 2026 · 4 min read · reviewed November 6, 2026

  1. 2021-04

    Commission proposal

    The draft lists remote biometric identification as high-risk but has no scraping ban.

  2. 2023-06

    Parliament adds the scraping ban

    Amendments add a prohibition on untargeted scraping of facial images, citing Clearview AI.

  3. 2024-03

    Parliament adopts the final text

    Trilogue agreement keeps the ban as Article 5(1)(e).

  4. 2024-08-01

    In force

    Published in the Official Journal on 12 July 2024.

  5. 2025-02-02

    Prohibitions apply

    Article 5 practices, including the scraping ban, become enforceable.

  6. 2026-08-02

    Most remaining obligations

    High-risk requirements and the penalty regime fully in place (some high-risk deadlines were pushed to 2027 by the 2025 omnibus).

What does Article 5(1)(e) prohibit?

The placing on the market, putting into service or use of AI systems that create or expand facial recognition databases through the untargeted scraping of facial images from the internet or CCTV footage. Recital 43 explains the reasoning: such practices add to a feeling of mass surveillance and can lead to gross violations of fundamental rights including privacy. The ban has no exception for research, law enforcement or consent collected afterwards.

Three words carry the weight. Untargeted means indiscriminate collection rather than searching for a specific person. Facial recognition database means a collection built to recognise faces, which a web-scale face index is. Scraping means automated collection from publicly accessible sources. The Commission's February 2025 guidelines on prohibited practices confirm that the ban covers both building and expanding such a database and applies regardless of the later use.

What else in the Act touches faces?

Biometric provisions of the AI Act
ProvisionContentApplies from
Art. 5(1)(e)Ban on untargeted scraping of facial images to build recognition databases2 February 2025
Art. 5(1)(f)Ban on emotion recognition at work and in education, with exceptions2 February 2025
Art. 5(1)(g)Ban on biometric categorisation inferring race, political opinion, religion, sexual orientation2 February 2025
Art. 5(1)(h)Ban on real-time remote biometric identification in public by police, with narrow exceptions2 February 2025
Annex III, point 1Remote biometric identification systems are high-risk, with conformity, logging and oversight duties2 August 2026
Art. 50Transparency for deepfakes: AI-generated or manipulated images must be disclosed as such2 August 2026

Who enforces it?

Member states designate market surveillance authorities; several have named their data protection authority for biometric matters. The European AI Office coordinates and handles general-purpose models. Fines for a prohibited practice are the highest in the Act: up to EUR 35 million or 7% of worldwide turnover. Natural persons can complain to a market surveillance authority, and the GDPR remedies continue to apply in parallel.

Before 2025 the case against face search engines in Europe ran through the GDPR and needed a finding that no Article 9 exception applied. Since 2 February 2025 the question is simpler: an engine that builds or expands a face recognition database by scraping faces from the open web, and offers it in the EU, is operating a prohibited AI practice. That describes the business model of Clearview AI, PimEyes, FaceCheck.ID, FaceSearch and every other web-scale face engine as far as EU users are concerned. Whether an engine that excludes EU residents from its index, or geo-blocks EU users, is outside the ban is one of the arguments to watch; Lenso.ai's regional limit on face search and the EU-focused positioning of smaller engines are responses to this provision.

What is pending or unsettled?

  • No published enforcement decision under Article 5(1)(e) against a face search engine by November 2026; data protection authorities have continued to use the GDPR.
  • Whether 'placing on the market' covers an offshore engine accessible from the EU without targeting it.
  • Whether a database built before February 2025 is covered when it is merely queried rather than 'expanded'; the Commission guidelines say that continued scraping to keep it current is expansion.
  • The 2025 digital omnibus delayed some high-risk deadlines; the prohibitions were not changed.

Questions

Does the AI Act ban face search engines?

It bans building or expanding facial recognition databases by untargeted scraping of faces from the internet. A web-scale face search index is such a database, so engines offering it in the EU fall within the ban.

Does the ban apply to databases built before 2025?

The Commission's guidelines say continuing to scrape to update a database is expansion and is covered. Using a frozen database is argued to be outside the wording; no decision has settled it.

What is the fine?

Up to EUR 35 million or 7% of worldwide annual turnover, whichever is higher, the top tier in the Act.

Can I search my own face under the AI Act?

The ban is on the provider's database, not on an individual's query. Your use is lawful; the service may not be.

Sources

  1. 1.EUR-Lex, Regulation (EU) 2024/1689 (Artificial Intelligence Act) (checked November 6, 2026)
  2. 2.European Commission, Guidelines on prohibited artificial intelligence practices (4 February 2025) (checked November 6, 2026)
  3. 3.European Parliament, Artificial Intelligence Act: MEPs adopt landmark law (13 March 2024) (checked November 6, 2026)

Entry reviewed November 6, 2026. Found an error? Tell us.

Cite this entry

FaceSearch Wiki editors. "EU Artificial Intelligence Act and the ban on scraping faces". FaceSearch Wiki, updated November 6, 2026. https://facesearch.wiki/laws/eu-ai-act/