Obstruction · European Union

Comparison prevention

The label “Comparison prevention” describes this recurring design mechanism: information needed to compare products, plans or consequences is presented in inconsistent, fragmented or unusable form. It is a design and research taxonomy, not a standalone legal conclusion. Depending on the complete journey and likely effect, current EU consumer or sector rules may require separate assessment. No published Digital Fairness Act proposal currently creates a pattern-specific prohibition or duty under this label.

Editorial analysis
Also known as
  • hard-to-compare
  • attribute fragmentation
Journey stages

Definition

What is this pattern?

Information needed to compare products, plans or consequences is presented in inconsistent, fragmented or unusable form. The label describes a recurring design mechanism; whether a particular implementation is harmful or unlawful depends on the complete journey, audience, evidence and rules within scope.

How it works

Information needed to compare products, plans or consequences is presented in inconsistent, fragmented or unusable form. Material attributes use incompatible units, labels, ordering or one-at-a-time views, forcing avoidable transformation and memory work before alternatives can be compared.

Warning signs

  • Two or more realistic alternatives are presented.
  • At least one material attribute cannot be compared without avoidable transformation or navigation.
  • The structure favours a particular option, default or abandonment of comparison.

Potential harms

  • Customers cannot make a meaningful like-for-like comparison and may select a plan with a higher real cost.
  • A shopper may be unable to compare material dimensions and may default to the plan the interface opens last.

Learn by comparison

What does this look like?

These fictional examples make the design mechanism easier to recognise. They do not depict a real company and do not establish that an individual interface is unlawful.

Illustrative example 1 · Telecom comparison

A fictional provider shows one plan per week, another per four weeks and a third per gigabyte, without a consistent total or usage assumption.

Potential consumer harm: Customers cannot make a meaningful like-for-like comparison and may select a plan with a higher real cost.

Illustrative example 2 · Insurance quote comparison

A fictional quote tool reveals one plan at a time, clears the previous plan whenever another is opened and provides no stable summary of limits, excess or exclusions.

Potential consumer harm: A shopper may be unable to compare material dimensions and may default to the plan the interface opens last.

What is a fairer alternative?

Use consistent units, terminology and side-by-side material totals with accessible supporting detail.

Context matters

Context and boundary cases

  • Two or more realistic alternatives are presented.
  • At least one material attribute cannot be compared without avoidable transformation or navigation.
  • The structure favours a particular option, default or abandonment of comparison.
  • Exclude or qualify the label where inherent differences that cannot be expressed on a shared basis.
  • Exclude or qualify the label where optional advanced detail with a complete comparable summary.
  • Exclude or qualify the label where minor cosmetic inconsistency.

When a similar design can serve a legitimate purpose

  • A similar design should not be classified this way where inherent differences that cannot be expressed on a shared basis.
  • A similar design should not be classified this way where optional advanced detail with a complete comparable summary.
  • A similar design should not be classified this way where minor cosmetic inconsistency.

Operational review

What teams should review

Teams
  • Product
  • UX
  • Legal
  • Engineering
  • Content design
  1. How many steps, waits and channel changes separate “From €8” from the completed telecom comparison outcome?
  2. Place the compared prices, billing periods and material terms on one evidence sheet; where does it support “Two or more realistic alternatives are presented”?
  3. Measure the same task through the clearest available route: does the effort difference persist once “Inherent differences that cannot be expressed on a shared basis” is accounted for?
  4. How many steps, waits and channel changes separate “Open next quote” from the completed insurance quote comparison outcome?
  5. Place the compared prices, billing periods and material terms on one evidence sheet; where does it support “At least one material attribute cannot be compared without avoidable transformation or navigation”?
  6. Measure the same task through the clearest available route: does the effort difference persist once “optional advanced detail with a complete comparable summary” is accounted for?
  7. Which complete journey evidence supports or contradicts the comparison prevention classification?

Evidence to retain

  • Versioned captures of the Pricing states before, during and after the relevant decision
  • Configuration, content and event records supporting the observed comparison prevention mechanism
  • Responsive, keyboard and assistive-technology review of every material option and consequence
  • Price-component, offer-version and calculation records linked to the captured screen

Legal map and implementation tools

Evidence base

Sources

  1. Dark commercial patternsOrganisation for Economic Co-operation and Development · Secondary · checked 2026-09-14 · OECD Digital Economy Papers No. 336
  2. Unfair Commercial Practices DirectiveEuropean Parliament and Council of the European Union · Primary · checked 2026-08-09 · Directive 2005/29/EC; CELEX 02005L0029-20220528
  3. Digital Fairness Act: call for evidence for an impact assessmentEuropean Commission · Primary · checked 2026-08-09 · Initiative 14622; Ares(2025)6275573
  4. Commission work programme 2026: Europe's Independence MomentEuropean Commission · Primary · checked 2026-09-14 · COM(2025) 870 final; CELEX 52025DC0870; Annex I item 30