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A dark pattern (also known as a "deceptive
design pattern A design pattern is the re-usable form of a solution to a design problem. The idea was introduced by the architect Christopher Alexander and has been adapted for various other disciplines, particularly software engineering. The " Gang of Four" ...
") is a
user interface In the industrial design field of human–computer interaction, a user interface (UI) is the space where interactions between humans and machines occur. The goal of this interaction is to allow effective operation and control of the machine fro ...
that has been carefully crafted to trick users into doing things, such as buying overpriced insurance with their purchase or signing up for recurring bills.
User experience User experience (UX) is how a user interacts with and experiences a product, system or service. It includes a person's perceptions of utility, ease of use, and efficiency. Improving user experience is important to most companies, designers, a ...
designer Harry Brignull coined the
neologism In linguistics, a neologism (; also known as a coinage) is any newly formed word, term, or phrase that has achieved popular or institutional recognition and is becoming accepted into mainstream language. Most definitively, a word can be considered ...
on 28 July 2010 with the registration of darkpatterns.org, a "pattern library with the specific goal of naming and shaming deceptive user interfaces". In 2023, he released the book ''Deceptive Patterns''. In 2021, the
Electronic Frontier Foundation The Electronic Frontier Foundation (EFF) is an American international non-profit digital rights group based in San Francisco, California. It was founded in 1990 to promote Internet civil liberties. It provides funds for legal defense in court, ...
and
Consumer Reports Consumer Reports (CR), formerly Consumers Union (CU), is an American nonprofit consumer organization dedicated to independent product testing, investigative journalism, consumer-oriented research, public education, and consumer advocacy. Founded ...
created a tip line to collect information about dark patterns from the public.


Patterns


Privacy Zuckering

"Privacy Zuckering" – named after
Facebook Facebook is a social media and social networking service owned by the American technology conglomerate Meta Platforms, Meta. Created in 2004 by Mark Zuckerberg with four other Harvard College students and roommates, Eduardo Saverin, Andre ...
co-founder and
Meta Platforms Meta Platforms, Inc. is an American multinational technology company headquartered in Menlo Park, California. Meta owns and operates several prominent social media platforms and communication services, including Facebook, Instagram, Threads ...
CEO
Mark Zuckerberg Mark Elliot Zuckerberg (; born May 14, 1984) is an American businessman who co-founded the social media service Facebook and its parent company Meta Platforms, of which he is the chairman, chief executive officer, and controlling sharehold ...
– is a practice that tricks users into sharing more information than they intended to. Users may give up this information unknowingly or through practices that obscure or delay the option to opt out of sharing their private information. California has approved regulations that limit this practice by businesses in the
California Consumer Privacy Act The California Consumer Privacy Act (CCPA) is a state statute intended to enhance privacy rights and consumer protection for residents of the state of California in the United States. The bill was passed by the California State Legislature and si ...
.


Privacy Zuckering for AI model training

In mid-2024, Meta Platforms announced plans to utilize user data from Facebook and Instagram to train its AI technologies, including generative AI systems. This initiative included processing data from public and non-public posts, interactions, and even abandoned accounts. Users were given until June 26, 2024, to opt out of the data processing. However, critics noted that the process was fraught with obstacles, including misleading email notifications, redirects to login pages, and hidden opt-out forms that were difficult to locate. Even when users found the forms, they were required to provide a reason for opting out, despite Meta's policy stating that any reason would be accepted, raising questions about the necessity of this extra step. The European Center for Digital Rights ( Noyb) responded to Meta’s controversial practices by filing complaints in 11 EU countries. Noyb alleged that Meta's use of "dark patterns" undermined user consent, violating the General Data Protection Regulation (
GDPR The General Data Protection Regulation (Regulation (EU) 2016/679), abbreviated GDPR, is a European Union regulation on information privacy in the European Union (EU) and the European Economic Area (EEA). The GDPR is an important component of ...
). These complaints emphasized that Meta's obstructive opt-out process included hidden forms, redirect mechanisms, and unnecessary requirements like providing reasons for opting out—tactics exemplifying "dark patterns," deliberately designed to dissuade users from opting out. Additionally, Meta admitted it could not guarantee that opted-out data would be fully excluded from its training datasets, raising further concerns about user privacy and data protection compliance. Amid mounting regulatory and public pressure, the Irish Data Protection Commission (DPC) intervened, leading Meta to pause its plans to process EU/EEA user data for AI training. This decision, while significant, did not result in a legally binding amendment to Meta’s privacy policy, leaving questions about its long-term commitment to respecting EU data rights. Outside the EU, however, Meta proceeded with its privacy policy update as scheduled on June 26, 2024, prompting critics to warn about the broader implications of such practices globally. The incident underscored the pervasive issue of dark patterns in privacy settings and the challenges of holding large technology companies accountable for their data practices. Advocacy groups called for stronger regulatory frameworks to prevent deceptive tactics and ensure that users can exercise meaningful control over their personal information.


Bait-and-switch

Bait-and-switch Bait-and-switch is a form of fraud used in retail sales but also employed in other contexts. First, the merchant "baits" the customer by advertising a product or service at a low price; then when the customer goes to purchase the item, they disco ...
patterns
advertise Advertising is the practice and techniques employed to bring attention to a product or service. Advertising aims to present a product or service in terms of utility, advantages, and qualities of interest to consumers. It is typically use ...
a free (or at a greatly reduced price) product or service that is wholly unavailable or stocked in small quantities. After announcing the product's unavailability, the page presents similar products of higher prices or lesser quality. ProPublica has long reported on how Intuit, the maker of TurboTax, and other companies have used the bait and switch pattern to stop Americans from being able to file their taxes for free. On March 29, 2022, the
Federal Trade Commission The Federal Trade Commission (FTC) is an independent agency of the United States government whose principal mission is the enforcement of civil (non-criminal) United States antitrust law, antitrust law and the promotion of consumer protection. It ...
announced that they would take legal action against Intuit, the parent company of TurboTax in response to deceptive advertising of its free tax filing products. The commission reported that the majority of tax filers cannot use any of TurboTax's free products which were advertised, claiming that it has misled customers to believing that tax filers can use TurboTax to file their taxes. In addition, tax filers who earn farm income or are gig workers cannot be eligible for those products. Intuit announced that they would take counter action, announcing that the FTC's arguments are "not credible" and claimed that their free tax filing service is available to all tax filers. On May 4, 2022, Intuit agreed to pay a $141 million settlement over the misleading advertisements. In May 2023, the company began sending over 4 million customers their settlement checks, which ranged from $30 to $85 USD. In January 2024, the FTC ordered Intuit to fix its misleading ads for "free" tax preparation software - for which most filers wouldn't even qualify. As of March 2024, Intuit has stopped providing its free TurboTax service.


Drip pricing

Drip pricing is a pattern where a headline price is advertised at the beginning of a purchase process, followed by the incremental disclosure of additional fees, taxes or charges. The objective of drip pricing is to gain a consumer's interest in a misleadingly low headline price without the true final price being disclosed until the consumer has invested time and effort in the purchase process and made a decision to purchase.


Confirmshaming

Confirmshaming uses shame to drive users to act, such as when websites word an option to decline an email newsletter in a way that shames visitors into accepting.


Misdirection

Common in software installers, misdirection presents the user with a button in the fashion of a typical continuation button. A dark pattern would show a prominent "I accept these terms" button asking the user to accept the terms of a program unrelated to the one they are trying to install. Since the user typically will accept the terms by force of habit, the unrelated program can subsequently be installed. The installer's authors do this because the authors of the unrelated program pay for each installation that they procure. The alternative route in the installer, allowing the user to skip installing the unrelated program, is much less prominently displayed, or seems counter-intuitive (such as declining the terms of service). Some websites that ask for information that is not required also use misdirection. For example, one would fill out a username and password on one page, and after clicking the "next" button, the page asks the user for their email address with another "next" button as the only option. This hides the option to press "next" without entering the information. In some cases, the page shows the method to skip the step as a small, greyed-out link instead of a button, so it does not stand out to the user. Other examples include sites offering a way to invite friends by entering their email address, to upload a profile picture, or to identify interests. Confusing wording may be also used to trick users into formally accepting an option which they believe has the opposite meaning. For example a personal data processing consent button using a double-negative such as "don't not sell my personal information".


Roach motel

A roach motel or a trammel net design provides an easy or straightforward path to get in but a difficult path to get out. Examples include businesses that require subscribers to print and mail their opt-out or cancellation request. For example, during the
2020 United States presidential election United States presidential election, Presidential elections were held in the United States on November 3, 2020. The Democratic Party (United States), Democratic ticket of former vice president Joe Biden and California junior senator Kamala H ...
,
Donald Trump Donald John Trump (born June 14, 1946) is an American politician, media personality, and businessman who is the 47th president of the United States. A member of the Republican Party (United States), Republican Party, he served as the 45 ...
's WinRed campaign employed a similar dark pattern, pushing users towards committing to a recurring monthly donation. Another common version of this pattern is any service which enables one to sign-up and start the service online, but which requires a phone call (often with long wait times) to terminate the service. Examples include services like cable TV and internet services, and credit monitoring. In 2021, in the United States, the
Federal Trade Commission The Federal Trade Commission (FTC) is an independent agency of the United States government whose principal mission is the enforcement of civil (non-criminal) United States antitrust law, antitrust law and the promotion of consumer protection. It ...
(FTC) has announced they will ramp up enforcement against dark patterns like roach motel that trick consumers into signing up for subscriptions or making it difficult to cancel. The FTC has stated key requirements related to information transparency and clarity, express informed consent, and simple and easy cancellation.


Research

In 2016 and 2017, research documented social media anti-privacy practices using dark patterns. In 2018, the Norwegian Consumer Council (Forbrukerrådet) published "Deceived by Design," a report on deceptive user interface designs of
Facebook Facebook is a social media and social networking service owned by the American technology conglomerate Meta Platforms, Meta. Created in 2004 by Mark Zuckerberg with four other Harvard College students and roommates, Eduardo Saverin, Andre ...
,
Google Google LLC (, ) is an American multinational corporation and technology company focusing on online advertising, search engine technology, cloud computing, computer software, quantum computing, e-commerce, consumer electronics, and artificial ...
, and
Microsoft Microsoft Corporation is an American multinational corporation and technology company, technology conglomerate headquartered in Redmond, Washington. Founded in 1975, the company became influential in the History of personal computers#The ear ...
. A 2019 study investigated practices on 11,000 shopping web sites. It identified 1,818 dark patterns in total and grouped them into 15 categories. Research from April 2022 found that dark patterns are still commonly used in the marketplace, highlighting a need for further scrutiny of such practices by the public, researchers, and regulators. Under the European Union
General Data Protection Regulation The General Data Protection Regulation (Regulation (EU) 2016/679), abbreviated GDPR, is a European Union regulation on information privacy in the European Union (EU) and the European Economic Area (EEA). The GDPR is an important component of ...
(GDPR), all companies must obtain unambiguous, freely-given consent from customers before they collect and use ("process") their personally identifiable information. A 2020 study found that "
big tech Big Tech, also referred to as the Tech Giants or Tech Titans, is a collective term for the largest and most influential technology companies in the world. The label draws a parallel to similar classifications in other industries, such as "Big Oi ...
" companies often used deceptive user interfaces in order to discourage their users from opting out. In 2022, a report by the European Commission found that "97% of the most popular websites and apps used by EU consumers deployed at least one dark pattern." Research on advertising network documentation shows that information presented to mobile app developers on these platforms is focused on complying with legal regulations, and puts the responsibility for such decisions on the developer. Also, sample code and settings often have privacy-unfriendly defaults laced with dark patterns to nudge developers’ decisions towards privacy-unfriendly options such as sharing sensitive data to increase revenue.


Legality


United States

Bait-and-switch is a form of fraud that violates US law. On 9 April 2019, US senators
Deb Fischer Debra Lynelle Fischer (; born March 1, 1951) is an American politician and former educator serving as the senior United States senator from Nebraska, a seat she has held since 2013. A member of the Republican Party, Fischer is the third woman t ...
and
Mark Warner Mark Robert Warner (born December 15, 1954) is an American businessman and politician serving as the senior United States senator from Virginia, a seat he has held since 2009. A member of the Democratic Party, Warner served as the 69th gove ...
introduced the Deceptive Experiences To Online Users Reduction (DETOUR) Act, which would make it illegal for companies with more than 100 million monthly active users to use dark patterns when seeking consent to use their personal information. In March 2021, California adopted amendments to the
California Consumer Privacy Act The California Consumer Privacy Act (CCPA) is a state statute intended to enhance privacy rights and consumer protection for residents of the state of California in the United States. The bill was passed by the California State Legislature and si ...
, which prohibits the use of deceptive user interfaces that have "the substantial effect of subverting or impairing a consumer's choice to opt-out." In October 2021, the Federal Trade Commission issued an enforcement policy statement, announcing a crackdown on businesses using dark patterns that "trick or trap consumers into subscription services." As a result of rising numbers of complaints, the agency is responding by enforcing these
consumer protection Consumer protection is the practice of safeguarding buyers of goods and services, and the public, against unfair practices in the marketplace. Consumer protection measures are often established by law. Such laws are intended to prevent business ...
laws. In 2022, New York Attorney General
Letitia James Letitia Ann "Tish" James (born October 18, 1958) is an American lawyer and politician serving since 2019 as the 67th Attorney General of New York, attorney general of New York (NYAG), having won the 2018 New York Attorney General election, 2018 ...
fined Fareportal $2.6 million for using deceptive marketing tactics to sell airline tickets and hotel rooms and the Federal Court of Australia fined Expedia Group's Trivago A$44.7 million for misleading consumers into paying higher prices for hotel room bookings. In March 2023, the United States
Federal Trade Commission The Federal Trade Commission (FTC) is an independent agency of the United States government whose principal mission is the enforcement of civil (non-criminal) United States antitrust law, antitrust law and the promotion of consumer protection. It ...
fined Fortnite developer
Epic Games Epic Games, Inc. is an American Video game developer, video game and software development, software developer and video game publisher, publisher based in Cary, North Carolina. The company was founded by Tim Sweeney (game developer), Tim Sween ...
$245 million for use of "dark patterns to trick users into making purchases." The $245 million will be used to refund affected customers and is the largest refund amount ever issued by the FTC in a gaming case.


European Union

In the European Union, the GDPR requires that a user's informed consent to processing of their personal information be unambiguous, freely-given, and specific to each usage of personal information. This is intended to prevent attempts to have users unknowingly accept all data processing by default (which violates the regulation). According to the
European Data Protection Board The European Data Protection Board (EDPB) is a European Union independent body with juridical personality whose purpose is to ensure consistent application of the General Data Protection Regulation (GDPR) and to promote cooperation among the EU� ...
, the "principle of fair processing laid down in Article 5 (1) (a) GDPR serves as a starting point to assess whether a design pattern actually constitutes a 'dark pattern'." At the end of 2023 the final version of the Data Act was adopted. It is one of the three EU legislations which deal expressly with dark patterns. Another one being the
Digital Services Act The Digital Services Act (DSA) is an EU regulation adopted in 2022 that addresses illegal content, transparent advertising and disinformation. It updates the Electronic Commerce Directive 2000 in EU law, and was proposed alongside the Digital ...
. The third EU legislation on dark patterns in force is the directive financial services contracts concluded at a distance. The Public German Consumer Protection Organisation claims
Big Tech Big Tech, also referred to as the Tech Giants or Tech Titans, is a collective term for the largest and most influential technology companies in the world. The label draws a parallel to similar classifications in other industries, such as "Big Oi ...
uses dark patterns to violate the
Digital Services Act The Digital Services Act (DSA) is an EU regulation adopted in 2022 that addresses illegal content, transparent advertising and disinformation. It updates the Electronic Commerce Directive 2000 in EU law, and was proposed alongside the Digital ...
.


United Kingdom

In April 2019, the UK
Information Commissioner's Office The Information Commissioner's Office (ICO) is a non-departmental public body which reports directly to the Parliament of the United Kingdom and is sponsored by the Department for Science, Innovation and Technology. It is the independent regu ...
(ICO) issued a proposed " age-appropriate design code" for the operations of social networking services when used by minors, which prohibits using " nudges" to draw users into options that have low privacy settings. This code would be enforceable under the Data Protection Act 2018. It took effect 2 September 2020.


See also

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References

{{reflist


External links


Deceptive Design (formerly darkpatterns.org)Tip line
to report dark patterns to the
Electronic Frontier Foundation The Electronic Frontier Foundation (EFF) is an American international non-profit digital rights group based in San Francisco, California. It was founded in 1990 to promote Internet civil liberties. It provides funds for legal defense in court, ...
and
Consumer Reports Consumer Reports (CR), formerly Consumers Union (CU), is an American nonprofit consumer organization dedicated to independent product testing, investigative journalism, consumer-oriented research, public education, and consumer advocacy. Founded ...

Dark patterns
at the UX Pedagogy and Practice Lab at
Purdue University Purdue University is a Public university#United States, public Land-grant university, land-grant research university in West Lafayette, Indiana, United States, and the flagship campus of the Purdue University system. The university was founded ...
Graphic design Web design Consumerism Computer ethics Technology neologisms 2010 neologisms