FAQEU DSA

DSA recommender transparency FAQ

Article 27 requires online platforms that use recommender systems to explain the main parameters in plain terms and describe user options to modify or influence them.

For designated very large online platforms and very large online search engines, Article 38 adds at least one recommender option for each system that is not based on profiling.

Author
Sorena AI
Published
May 9, 2026
Updated
May 9, 2026
Questions
4

Structured answer sets in this page tree.

Primary sources
3

Cited legal and guidance references.

Publication metadata
Sorena AI
Published May 9, 2026
Updated May 9, 2026
Overview

This FAQ explains what the EU Digital Services Act expects when an online platform uses recommender systems: terms-and-conditions disclosure, in-interface choice where options exist, the extra VLOP/VLOSE non-profiling option, and the records that help show the public explanation matches the live service.

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4 of 4 questions
Question 1

What does DSA Article 27 require for recommender system transparency?

Article 27 applies to providers of online platforms that use recommender systems. The DSA defines a recommender system as a fully or partly automated system that suggests information, prioritises it, or determines the relative order or prominence of information in the platform interface.

The platform must set out, in its terms and conditions and in plain, intelligible language, the main parameters used by the recommender system and any options recipients have to modify or influence those parameters.

  • Identify every recommender surface: feed, search results, marketplace ordering, content suggestions, ranking modules, or other interface areas that suggest or prioritise information.
  • Describe the most significant criteria used to determine what information is suggested to a user.
  • Explain why those parameters have their relative importance; do not replace this with an unexplained formula, model name, or generic personalization statement.
  • List the user options that can modify or influence the main parameters, or state clearly when no such option is offered for that recommender surface.
Citations
Question 2

What user controls must be available for DSA recommender choices?

Article 27 distinguishes between disclosure of options and in-product functionality. If several options are available for a recommender system that determines the relative order of information, the platform must let the recipient select and modify the preferred option at any time.

That control must be directly and easily accessible from the specific part of the online interface where information is being prioritised. A buried account setting is weak evidence if the ranking choice is presented somewhere else.

  • Map each terms-and-conditions option to the exact UI control where the recipient can select or change it.
  • Record whether the control changes ranking order, recommendation source, personalization settings, chronological ordering, popularity ordering, location, language, seller, or another main parameter.
  • Keep screenshots or product specs showing the control in the interface section where prioritised information appears.
  • Retest the disclosure after recommender releases, ranking-signal changes, UI redesigns, or changes to terms and conditions.
Citations
Question 3

What extra recommender choice applies to VLOPs and VLOSEs?

Article 38 adds a separate requirement for providers of very large online platforms and very large online search engines that use recommender systems. In addition to Article 27, they must provide at least one option for each recommender system that is not based on profiling under the GDPR definition referenced by the DSA.

The Commission describes VLOPs and VLOSEs as platforms or search engines with equal to or higher than 45 million monthly users in the EU once designated. For those designated services, the recommender inventory should show each recommender system and the matching non-profiling option.

  • Confirm whether the service is designated as a VLOP or VLOSE before applying Article 38 as an extra obligation.
  • For each recommender system, identify the default option, any alternative options, and the option that is not based on profiling.
  • Check that the non-profiling choice is not limited to one surface if multiple recommender systems are used.
  • Keep product and legal sign-off that the option described as non-profiling is implemented consistently in the live ranking service.
Citations
Question 4

What evidence should teams keep for DSA recommender transparency?

Keep enough evidence to prove that the public disclosure, the live user interface, and the recommender implementation describe the same system. This is especially important for VLOPs and VLOSEs because DSA risk assessment, mitigation, audit, and data-access provisions can require explanations of algorithmic-system design, logic, functioning, and testing.

The evidence record should avoid invented scoring formulas. Use the real product documentation: criteria that matter most, reasons those criteria matter, UI choices available to recipients, and release records showing when the disclosure changed.

  • Recommender inventory with surface name, owner, recipient group, ranking objective, main criteria, and whether the surface determines relative order or prominence.
  • Terms-and-conditions extract showing the Article 27 main-parameter explanation and the options to modify or influence those parameters.
  • UI screenshots, design specs, or QA evidence showing where each choice is directly available to recipients.
  • For VLOPs and VLOSEs, evidence for the Article 38 non-profiling option for each recommender system and testing records for algorithmic changes.
  • Change log tying recommender releases, terms updates, and interface changes to legal, product, and data-science review.
Citations
Recommended next step

Turn Article 27 and Article 38 checks into a repeatable review

Sorena can help product, legal, trust and safety, and data science teams compare recommender disclosures, UI choices, release records, and VLOP/VLOSE evidence against the cited DSA sources.

Primary sources

References and citations

eur-lex.europa.eu
Referenced sections
  • Articles 34, 35, 38, 40, and 44 connect VLOP/VLOSE recommender systems to risk assessment, mitigation, data access, and choice-interface scrutiny.
"design, the logic"
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