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Artifact GuideUSDark Patterns

US CCPA Dark Patterns

A CCPA interface is risky when wording, layout, defaults, repeated steps, or unequal choice paths impair or subvert consumer autonomy; consent obtained through a is not valid.

For product, privacy, design, and engineering teams reviewing consent, opt-out, withdrawal, and financial-incentive interfaces.

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Author
Sorena AI
Published
May 9, 2026
Updated
Oct 15, 2026
4 sections3 primary sources
Overview

A is a privacy interface that substantially impairs consumer autonomy, decisionmaking, or choice. Under the CCPA, consent obtained through a dark pattern is not valid. Product, privacy, design, and engineering teams should test the whole choice flow for clear language, , equal effort, neutral defaults, and an easy way to reverse the decision.

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4 of 4 questions
Question 1

How should teams review the complete choice flow?

Review every interface used to obtain CCPA consent or let a consumer exercise a right. The regulations require easy-to-understand communications, plain and straightforward language, and so the interface does not impair the consumer's ability to select the more privacy-protective option.

Intent is not the test. An interface can be a because of its effect even if no one designed it to mislead. Consent gathered through that interface does not satisfy the CCPA.

  • Compare font size, color, contrast, placement, labels, and defaults for each pair of choices.
  • Count the screens, clicks, and time required for each path; the privacy-protective path should not be longer or harder.
  • Use specific labels such as "Decline All" instead of ambiguous controls such as "More Options" when an equivalent accept choice is immediate.
  • Do not use double negatives, unrelated bundled terms, repeated prompts, or a default enrollment in a financial incentive.
  • Test withdrawal, opt-out, and account settings as well as the initial consent screen.
Question 2

What evidence shows the choices worked at release?

Keep evidence that shows what a consumer saw and how each path behaved at release time. A policy alone cannot show the wording, visual hierarchy, number of steps, default state, or whether a preference persisted.

  • Screenshots or recordings of every branch on desktop, mobile, and other supported interfaces.
  • A step count and comparison of the privacy-protective and less privacy-protective paths.
  • Approved copy, accessibility results, default-state tests, and evidence that withdrawal is as easy to find and use.
  • Release version, owner, review date, defects, remediation tickets, and regression tests.
Question 4

Questions and answers

What is a under the CCPA?

A is a user interface designed or manipulated with the substantial effect of subverting or impairing consumer autonomy, decisionmaking, or choice. The business's intent is not determinative. If the interface has that effect, agreement obtained through it is not valid CCPA consent.

What is a simple example of a ?

A consent banner can be a when "Accept All" is prominent and immediate but declining requires opening settings, navigating extra screens, or deciphering unclear labels. The result depends on the complete interface, but the regulations require the more privacy-protective path not to be longer than the less protective path.

Recommended next step

Turn US CCPA Dark Patterns into assigned work

Assign the interface review, preserve each choice path, and track fixes through release and regression testing.

Assessment workflow
Open Assessment Autopilot for US CCPA

Turn Dark Patterns into scoped questions, evidence fields, and review tasks.

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Research workflow
Review US CCPA source evidence

Use Research Copilot to answer follow-up questions with cited source material.

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Talk through implementation

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Primary sources

References and citations

CPPA CCPA Regulations effective January 1, 2026
cppa.ca.gov4 citations
Referenced sections
  • Current binding regulations, including section 7004 design requirements.
  • Section 7004 sets design standards for CCPA request methods and consent, including plain language, symmetry, and limits on manipulative choice architecture.
  • Current binding regulations, including section 7004's design requirements.
Show 1 more
  • Section 7004 contains the binding design requirements and non-exhaustive examples.
CPPA Enforcement Advisory No. 2024-02: Avoiding Dark Patterns
cppa.ca.gov4 citations
Referenced sections
  • Agency enforcement guidance on effect, clear language, and symmetry in choice.
  • Explains that dark patterns are judged by their effect and emphasizes clear language and symmetrical choices.
  • Provides the Agency's enforcement guidance on clear language, symmetry, and reviewing the effect of an interface.
Show 1 more
  • Explains why unequal paths, confusing wording, and other choice architecture can impair consumer choice.
California Civil Code section 1798.140
leginfo.legislature.ca.gov2 citations
Referenced sections
  • Binding definitions of dark pattern and consent.
  • Defines dark pattern and provides that agreement obtained through dark patterns is not consent.

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