Author - Vidhi Singh, Law Student
From Consumer Choice to Consumer Manipulation: Analysing the CCPA's Enforcement Against Dark Patterns
The Central Consumer Protection Authority (CCPA), headed by Chief Commissioner Smt. Nidhi Khare and Commissioner Shri Anupam Mishra decided to penalize edtech platform PhysicsWallah with Rs 5 lakh and a cybersecurity software company, McAfee Software India with Rs 1 lakh for allegedly employing ‘dark pattern’ practices on their respective platforms.
In the current scenario purchasing decisions by consumers are significantly shaped by the digital platforms , the use of interface designs that subtly influence, pressure, or manipulate users into choices they may not otherwise make by these influencing digital platforms raises serious concerns
The CCPA's action initiated under the Consumer Protection Act, 2019, the Consumer Protection (E-Commerce) Rules, 2020, and the Guidelines for Prevention and Regulation of Dark Patterns, 2023 illustrates that regulatory scrutiny has expanded beyond misleading advertisements and defective products and now extends to the very architecture of digital decision-making
What makes this development particularly significant is that it reflects upon the effective enforcement of India's Guidelines for Prevention and Regulation of Dark Patterns, 2023.The guidelines are premised on the understanding that consumers can be influenced not only by misleading claims but also by digital environments intentionally designed to steer their decisions. The recent orders thus invite a broader examination of the relationship between digital marketing practices, platform architecture, and consumer autonomy in the Indian context.
Understanding Dark Patterns
The term 'dark patterns' was first coined in 2010 by Harry Brignull, a UK-based user experience researcher, to characterise deceptive design strategies used to trick consumers. Unlike conventional marketing techniques , dark pattern acts as a user interface technique that is intentionally crafted to deceive or manipulate the users into making certain choices or taking specific actions that may not be in their best interest. These practices often exploit consumers' lack of attention, urgency, or understanding , thus undermining their ability to make informed decisions
Some of the common practices which are considered under the broad heading of dark patterns includes hidden costs where the bill is revised or costs are added when the consumer is almost certain to purchase the product; creating a sense of urgency or scarcity while online shopping and one of the most common practices the forced action of signing up for a service to access content many more. These practices may not always lead to direct falsehood but they contribute in undermining the informed consumer choice
Assessing the legality of dark patterns is inherently complex as these practices often blur the line between legitimate commercial persuasion and unlawful deception . In many jurisdictions , there are no specific guidelines or regulations against dark patterns. Nevertheless, regulators have increasingly relied on existing consumer protection and data privacy laws to address such practices. A notable example is the action taken by the French data protection authority, the Commission Nationale de l'Informatique et des Libertés (CNIL), against Google and Facebook in 2022. The companies were fined a combined EUR 210 million for designing cookie consent banners that made it easier for users to accept cookies than to reject them. The CNIL found that these interfaces undermined users' freedom of choice and violated European data protection requirements concerning informed consent. The case demonstrates how manipulative interface designs, even in the absence of specific dark pattern legislation, may attract regulatory scrutiny when they interfere with consumers ability to make informed and autonomous decisions. Notwithstanding these legal complexities, individuals who suffer harm as a result of such practices may seek compensation or other remedies under applicable consumer protection and privacy laws.
India’s Regulatory Response
India has emerged as one of the few jurisdictions to expressly regulate dark patterns through a dedicated legal and regulatory framework. The Consumer Protection Act , 2019 serves as the statutory foundation for the regulation of dark patterns by addressing unfair trade practices, deceptive conduct, and misleading advertisements. This act grants Central Consumer Protection Authority (CCPA) extensive enforcement powers including the authority to investigate violations, impose penalties, and issue directions against entities whose practices are detrimental to consumer interests.
The Department of Consumer Affairs issued the Guidelines for Prevention and Regulation of Dark Patterns, 2023 on 30 November 2023 due to growing prevalence of manipulative online practices. According to these Guidelines, dark patterns refer to deceptive digital designs that influence users into taking unintended actions. The Guidelines list thirteen prohibited dark patterns, ranging from false urgency and basket sneaking to rogue malware, treating them as unfair trade practices under the Consumer Protection Act, 2019.
The projected growth of India's digital economy to US$1 trillion by 2030 highlights the urgent need for stringent regulation of dark patterns to protect consumer autonomy and trust.
As part of its enforcement efforts , CCPA in May 2025 issued an advisory directing digital platforms to review their practices through self-audits and submit compliance declarations within three months. The measure extended to more than fifty platforms across multiple digital sectors, with Flipkart being one of the earliest major players to confirm compliance.The recent measures highlights India's commitment to effective enforcement alongside regulatory oversight.As digital businesses expand, compliance to the dark patterns framework will be crucial for maintaining consumer trust and accountability.
The Significance of the PhysicsWallah and McAfee Orders
The action taken against PhysicsWallah and McAfee illustrates the growing willingness of Indian regulators to scrutinize not only what businesses communicate to consumers but also how digital platforms structure consumer choices. While the allegations differ in each case, both involve practices that allegedly influenced user decision-making through the design of online interactions and marketing communications.
Transparency is particularly crucial for educational technology platforms such as PhysicsWallah, where students and parents make significant financial decisions based on representations regarding courses, discounts, and limited-time offers. Given that a substantial portion of the platform's user base consists of students and minors, the CCPA emphasized that practices creating artificial urgency or pressuring users into immediate purchases raise serious concerns about consumer autonomy and the protection of vulnerable consumers.
For subscription based platforms such as McAfee, transparent pricing, renewals, and cancellation policies are critical.Regulatory scrutiny in this sector reflects global concerns regarding subscription traps and misleading discount practices.
The importance of the CCPA's order against McAfee lies less in the Rs 1,00,000 penalty and more in the regulatory message it conveys. The Authority emphasized that consumers must be free to make subscription-related decisions without being influenced by fear-based messaging or manipulative design techniques. By characterizing such practices as unfair trade practices and directing McAfee to eliminate dark patterns from all its digital interfaces, the CCPA signaled that consumer protection obligations now extend beyond product quality and advertising claims to encompass user-interface design and digital choice architecture.
Implication for Digital Platforms
The enforcement measures have broader implications for digital businesses, requiring firms to review whether their user interfaces, applications, and marketing tactics satisfy the standards reflected in the Dark Pattern Guidelines.
At the outset, organizations may need to assess their user-interface design to detect practices that could undermine informed consumer choice. Features such as default selections, urgency cues, concealed fees, and complex cancellation mechanisms are likely to attract regulatory attention.
Ensuring compliance requires a multidisciplinary approach thus businesses must ensure that legal, design, and marketing teams collaborate to create user interfaces that respect consumer rights and regulatory standards. The regulatory actions signal a shift towards transparency by design encouraging companies to build fair and transparent user experiences rather than relying on corrective measures after enforcement.Although businesses often justify aggressive marketing as a response to market competition,regulators increasingly view transparency and consumer trust as essential to the long-term viability of digital businesses.
Looking Ahead
The CCPA's recent actions represent an important step towards fostering a fair, transparent, and consumer-centric digital marketplace.However, enforcement alone cannot eradicate dark patterns.Consumer awareness remains equally crucial, as many users are still unaware of how digital interfaces can influence their decision-making. Alongside , regulatory authorities must continue to clarify the distinction between legitimate commercial persuasion and unlawful manipulation to provide certainty for businesses while ensuring robust consumer protection.
International developments are likely to influence India's evolving approach to digital regulation. Much like the European Union's Digital Markets Act (DMA), India's proposed Digital Competition Bill (DCB) seeks to impose ex-ante obligations on large digital gatekeepers, or Systematically Significant Digital Enterprises, to prevent practices such as self-preferencing and the misuse of non-public user data. These developments demonstrate that India's efforts to regulate dark patterns form part of a broader global movement aimed at promoting fair digital markets and safeguarding consumer autonomy.
Conclusion
The CCPA's action against PhysicsWallah and McAfee signal a new phase in India's consumer protection regime, where the focus extends beyond what businesses say to how digital platforms are designed.These enforcement measures underscore that protecting consumers in the digital era requires scrutiny not only of misleading advertisements and unfair trade practices but also of the design choices that influence online decision-making. Through the implementation of the Dark Pattern Guidelines, the CCPA has reinforced the importance of transparency, informed consent, and consumer autonomy as essential pillars of digital commerce.Going forward, the success of India's digital economy will depend not only on technological innovation but also on ensuring that such innovation is grounded in transparency, accountability, and respect for consumer autonomy.
