Dark Patterns and Consumer Protection: What E-Commerce Platforms Cannot Do

What a "dark pattern" actually is

CCPA's guidelines define dark patterns as deceptive design practices used by a platform or business to mislead or manipulate consumers into making choices they would not otherwise have made — practices that exploit behavioural psychology to nudge users toward a specific outcome (usually a purchase, a subscription, or sharing more data) rather than simply presenting information neutrally and letting the user decide.

Specifically named and prohibited categories

• False urgency — creating a misleading sense of urgency or scarcity (fake countdown timers, "only 2 left in stock" claims that aren't genuinely true) to pressure a faster purchase decision.
• Basket/cart sneaking — adding additional products or services to a consumer's cart without their explicit consent.
• Confirm shaming — using guilt-inducing or manipulative language to pressure a consumer toward a specific choice (framing an opt-out option with language designed to shame the user for choosing it).
• Forced action — compelling a consumer to take an unrelated, additional action to complete their original intended action.
• Subscription traps — making it significantly easier to sign up for a recurring subscription than to cancel it, or failing to provide clear, accessible cancellation mechanisms.
• Interface interference — designing an interface in a way that misleads consumers into performing unintended actions (obscuring the "decline" or opt-out option visually, for example).
• Bait and switch — advertising one product/deal to attract a consumer, then presenting a different, often less favourable one.
• Drip pricing — not revealing the full price upfront, adding additional mandatory charges progressively through the checkout process.
• Disguised advertisement — presenting paid or sponsored content as if it were organic, unbiased content or a genuine user recommendation.
• Nagging — persistent, repeated requests/prompts (for permissions, upgrades, or purchases) designed to wear down a consumer's resistance.

Why subscription traps specifically drew regulatory attention

The mismatch between an easy, low-friction sign-up flow and a deliberately difficult, multi-step, or hidden cancellation process for recurring subscriptions has been one of the most consistently criticised consumer-experience patterns globally, not just in India — and CCPA's specific naming of this practice reflects how widespread and consumer-harmful this particular pattern had become across digital subscription services.

Consequences for platforms found using dark patterns

A platform found engaging in these practices can face action from CCPA, including penalties and directions to cease the specific practice — and affected consumers separately retain their usual recourse through consumer complaints for any specific harm suffered as a result (an unwanted charge from a disguised cart addition, for example).

What businesses should actually check in their own UX

Businesses running e-commerce or subscription platforms should audit their own checkout flows, cancellation processes, and marketing presentation specifically against this named list — genuine urgency (an actual, limited-time sale) is not itself prohibited, but manufactured or false urgency is; the guidelines are targeted at deception, not at all persuasive design generally.