RESEARCH STARTER
Clickbait
Clickbait refers to provocative headlines or content designed to attract clicks and drive traffic to websites, especially in the realm of online journalism and social media. It often employs suspenseful wording, forward referencing, and eye-catching images to arouse curiosity or stir emotions in readers. While clickbait can be a tool for entertainment, such as quizzes or articles from platforms like BuzzFeed and Mashable, it has garnered a negative reputation due to its potential to mislead. Many readers report feelings of manipulation when the content fails to meet heightened expectations, often resulting in frustration. Various forms of clickbait exist, including "sharebait," which encourages sharing on social media, and "trickbait," where sponsored content mimics legitimate news stories. With the advent of technology, deepfakes have emerged as a concerning extension of clickbait, creating misleading content that can distort reality. In response to growing backlash, several platforms, including Facebook and Google, have implemented policies to minimize clickbait and enhance user experience. As audiences become more discerning, the impact of clickbait continues to evolve in the digital landscape.
Authored By: Kivak, Rebecca 1 of 4
Published In: 2020 2 of 4
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- Related Articles:A Clickbait Identification Method for Unbiased Recommendation.;How to get more views: An analysis of metadiscoursal and discoursal linguistic cues in Arabic clickbait headlines.;Misleading Polls in the Media: Does Survey Clickbait Have Social Consequences?;Review of Scott (2022): Pragmatics Online.;The chaotic future of AI video is coming soon. Clickbait was just the start—'watchbait' is coming.
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Full Article
In journalism, clickbait refers to headlines on online content that entice readers to click on a link to a story. Online news and commentary websites rely on clickbait to drive up the number of clicks on their articles, thereby increasing traffic to their sites and attracting advertisers. On the internet, clickbait can also refer to advertisements and links, which are often geared toward a specific consumer, that show up on a feed or sidebar.
Clickbait headlines are often provocative, written to arouse curiosity or stir outrage. The headlines attempt to lure readers through forward referencing, suspenseful wording, and the use of images. The term has taken on a negative connotation. Readers may feel manipulated after clicking on stories that overdramatize events, mischaracterize content, or advertise products.
Overview
Websites use clickbait to promote content that readers can share across social media platforms, generating instant clicks. The content may include news articles, think pieces, quizzes, viral videos, or advertisements. Clickbait exists in many different forms.
Mashable and Buzzfeed are early examples of websites creating and curating online content that is widely shared on social media platforms such as Facebook, Instagram, TikTok, and X, formerly known as Twitter. Readers often share content from Mashable and Buzzfeed because it provides entertainment; this sort of clickbait is sometimes informally called “sharebait.” Buzzfeed’s quizzes are a popular draw. In 2022, the quizzes received over 1.1 billion views worldwide.
Other kinds of clickbait appeal to people’s inquisitive nature; they grab readers’ attention by using forward referencing, which includes phrases such as “You won’t believe what happens next.” Upworthy, another content-curating website, gained notice by using this type of headlines, which may mix in pronouns to add a mysterious slant. An example is the headline of the site’s 2013 article, “Calling Them ‘Girls’ Was Their First Mistake. What Happened Next Is a Great Moment in Fierceness.” The practice, sometimes known as “curiosity bait,” spread to other sites.
Curiosity bait can let down readers if “what happens next” in the story fails to surprise them or sensationalizes the news. According to the Washington Post, news source CNN has come under fire for using the technique. In 2014, the network sent the following tweet on Twitter about one of its articles: “14-year-old girl stabbed her little sister 40 times, police say. The reason why will shock you.” Many readers thought the network’s promotional tactic was in poor taste.
“Trickbait”, referring to misleading headlines, is used by websites that do not produce their own content to encourage people to click on their links. Trickbait often appears as a grid of stories, often called “sponsored content” or “promoted stories,” at the bottom of legitimate news websites. The strategy is called trickbait because the sponsored stories can be mistaken for those of the news site. Visual trickbait refers to a story that appears in the “sponsored” grid accompanied by a photo that has no connection whatsoever to the article. The image misleads readers into clicking on the link.
As the internet and technology have progressed, new forms of clickbait have gained traction. Deepfakes, with the use of artificial intelligence (AI) and algorithms, have made it possible for creators to doctor images, dub voices, and create fake content. Often, this content is meant to rouse the masses or sensationalize a fictional event or occurrence. An innocuous example was when content creator and visual effects artist Chris Umé created videos that seemed to feature American actor Tom Cruise. The videos, which went viral on TikTok, were not actually Cruise but instead featured a stand-in actor. Umé used AI and deepfake technology to impersonate Cruise. However, more nefarious uses for the technology have attempted to cause election interference and spread misinformation by creating videos, images, and audio files of candidates that are not real. These media typically smear the politician and are meant to go viral and spread quickly in order to influence voters. In 2025, the United States enacted the TAKE IT DOWN Act, requiring platforms to remove nonconsensual and harmful AI deepfake content.
Backlash is growing over the use of clickbait. Readers have expressed frustration when articles do not deliver the content they promised. In response, Facebook announced in 2014 that it would crack down on stories fronted by clickbait headlines and later updated its policies in 2017. In 2015, Upworthy announced that it would stop using clickbait and instead produce original stories. Other companies and platforms, like Google, have created policies and programs, such as automated algorithms, to help consumers avoid clickbait and to rid their platforms of such content. Google also updated its Discover feed algorithm to reduce clickbait and elevate locally relevant, high-quality news content.
Bibliography
Closs, Wyatt. “Calling Them ‘Girls’ Was Their First Mistake. What Happened Next Is a Great Moment in Fierceness.” Upworthy, 11 July 2013, www.upworthy.com/calling-them-girls-was-their-first-mistake-what-happens-next-is-a-great-moment-in-fierceness. Accessed 13 Feb. 2026.
Council of Europe. Journalism at Risk: Threats, Challenges and Perspectives. Council of Europe, 2015.
Folts, Emma. “Voters: Here’s How to Spot AI ‘Deepfakes’ That Spread Election-Related Misinformation.” Carnegie Mellon University’s Heinz College, www.heinz.cmu.edu/media/2024/October/voters-heres-how-to-spot-ai-deepfakes-that-spread-election-related-misinformation1. Accessed 13 Feb. 2026.
Frampton, Ben. “Clickbait: The Changing Face of Online Journalism.” BBC News, 14 Sept. 2015, www.bbc.com/news/uk-wales-34213693. Accessed 13 Feb. 2026.
Hamblin, James. “It’s Everywhere, the Clickbait.” The Atlantic, 11 Nov. 2014, www.theatlantic.com/entertainment/archive/2014/11/clickbait-what-is/382545/. Accessed 13 Feb. 2026.
Hamodi, Baraa, et al. “Taking Action against Video Clickbait.” Meta, 17 Aug. 2017, about.fb.com/news/2017/08/news-feed-fyi-taking-action-against-video-clickbait/. Accessed 13 Feb. 2026.
Hern, Alex. “Google Will Modify Search Algorithms to Tackle Clickbait.” The Guardian, 19 Aug. 2022, www.theguardian.com/technology/2022/aug/19/google-will-modify-search-algorithms-to-tackle-clickbait-seo. Accessed 13 Feb. 2026.
Hollows, Joanne. Media Studies: A Complete Introduction. Hodder & Stoughton, 2016.
Klinger, Lauren, and Kelly McBride. “Stop Calling Every News Article Clickbait.” Poynter, 22 Feb. 2016, www.poynter.org/2016/clickbait/397841/. Accessed 13 Feb. 2026.
Levy, Nicole. “Once the Web’s Fastest Growing Aggregator, Upworthy Pivots.” Politico, 17 June 2015, www.politico.com/media/story/2015/06/once-the-webs-fastest-growing-aggregator-upworthy-pivots-003881. Accessed 13 Feb. 2026.
McFarland, Matt. “Dear CNN: Please Be Careful about Copying Our Headlines. Sincerely, Upworthy.” Washington Post, 5 Feb. 2014, www.washingtonpost.com/news/innovations/wp/2014/02/05/dear-cnn-please-be-careful-about-copying-our-headlines-sincerely-upworthy/?utm_term=.7a2ebcd38cbe. Accessed 13 Feb. 2026.
Metz, Rachel. “How a Deepfake Tom Cruise on TikTok Turned into a Very Real AI Company.” CNN, 6 Aug. 2021, www.cnn.com/2021/08/06/tech/tom-cruise-deepfake-tiktok-company/index.html. Accessed 13 Feb. 2026.
Rijo, Luis. “Google’s Discover Feed Gets a Content Shakeup: Targeting Clickbait and Boosting Local News.” PPC Land, 5 Feb. 2026, ppc.land/googles-discover-feed-gets-a-content-shakeup-targeting-clickbait-and-boosting-local-news/. Accessed 13 Feb. 2026.
Rubin, Victoria L. “Deception Detection and Rumor Debunking for Social Media.” The SAGE Handbook of Social Media Research Methods, edited by Luke Sloan and Anabel Quan-Haase, Sage Publications, 2017, pp. 342–64.
“Take It Down Act Signed into Law.” National Association of Counties, www.naco.org/news/take-it-down-act-signed-law. Accessed 13 Feb. 2026.
Full Article
In journalism, clickbait refers to headlines on online content that entice readers to click on a link to a story. Online news and commentary websites rely on clickbait to drive up the number of clicks on their articles, thereby increasing traffic to their sites and attracting advertisers. On the internet, clickbait can also refer to advertisements and links, which are often geared toward a specific consumer, that show up on a feed or sidebar.
Clickbait headlines are often provocative, written to arouse curiosity or stir outrage. The headlines attempt to lure readers through forward referencing, suspenseful wording, and the use of images. The term has taken on a negative connotation. Readers may feel manipulated after clicking on stories that overdramatize events, mischaracterize content, or advertise products.
Overview
Websites use clickbait to promote content that readers can share across social media platforms, generating instant clicks. The content may include news articles, think pieces, quizzes, viral videos, or advertisements. Clickbait exists in many different forms.
Mashable and Buzzfeed are early examples of websites creating and curating online content that is widely shared on social media platforms such as Facebook, Instagram, TikTok, and X, formerly known as Twitter. Readers often share content from Mashable and Buzzfeed because it provides entertainment; this sort of clickbait is sometimes informally called “sharebait.” Buzzfeed’s quizzes are a popular draw. In 2022, the quizzes received over 1.1 billion views worldwide.
Other kinds of clickbait appeal to people’s inquisitive nature; they grab readers’ attention by using forward referencing, which includes phrases such as “You won’t believe what happens next.” Upworthy, another content-curating website, gained notice by using this type of headlines, which may mix in pronouns to add a mysterious slant. An example is the headline of the site’s 2013 article, “Calling Them ‘Girls’ Was Their First Mistake. What Happened Next Is a Great Moment in Fierceness.” The practice, sometimes known as “curiosity bait,” spread to other sites.
Curiosity bait can let down readers if “what happens next” in the story fails to surprise them or sensationalizes the news. According to the Washington Post, news source CNN has come under fire for using the technique. In 2014, the network sent the following tweet on Twitter about one of its articles: “14-year-old girl stabbed her little sister 40 times, police say. The reason why will shock you.” Many readers thought the network’s promotional tactic was in poor taste.
“Trickbait”, referring to misleading headlines, is used by websites that do not produce their own content to encourage people to click on their links. Trickbait often appears as a grid of stories, often called “sponsored content” or “promoted stories,” at the bottom of legitimate news websites. The strategy is called trickbait because the sponsored stories can be mistaken for those of the news site. Visual trickbait refers to a story that appears in the “sponsored” grid accompanied by a photo that has no connection whatsoever to the article. The image misleads readers into clicking on the link.
As the internet and technology have progressed, new forms of clickbait have gained traction. Deepfakes, with the use of artificial intelligence (AI) and algorithms, have made it possible for creators to doctor images, dub voices, and create fake content. Often, this content is meant to rouse the masses or sensationalize a fictional event or occurrence. An innocuous example was when content creator and visual effects artist Chris Umé created videos that seemed to feature American actor Tom Cruise. The videos, which went viral on TikTok, were not actually Cruise but instead featured a stand-in actor. Umé used AI and deepfake technology to impersonate Cruise. However, more nefarious uses for the technology have attempted to cause election interference and spread misinformation by creating videos, images, and audio files of candidates that are not real. These media typically smear the politician and are meant to go viral and spread quickly in order to influence voters. In 2025, the United States enacted the TAKE IT DOWN Act, requiring platforms to remove nonconsensual and harmful AI deepfake content.
Backlash is growing over the use of clickbait. Readers have expressed frustration when articles do not deliver the content they promised. In response, Facebook announced in 2014 that it would crack down on stories fronted by clickbait headlines and later updated its policies in 2017. In 2015, Upworthy announced that it would stop using clickbait and instead produce original stories. Other companies and platforms, like Google, have created policies and programs, such as automated algorithms, to help consumers avoid clickbait and to rid their platforms of such content. Google also updated its Discover feed algorithm to reduce clickbait and elevate locally relevant, high-quality news content.
Bibliography
Closs, Wyatt. “Calling Them ‘Girls’ Was Their First Mistake. What Happened Next Is a Great Moment in Fierceness.” Upworthy, 11 July 2013, www.upworthy.com/calling-them-girls-was-their-first-mistake-what-happens-next-is-a-great-moment-in-fierceness. Accessed 13 Feb. 2026.
Council of Europe. Journalism at Risk: Threats, Challenges and Perspectives. Council of Europe, 2015.
Folts, Emma. “Voters: Here’s How to Spot AI ‘Deepfakes’ That Spread Election-Related Misinformation.” Carnegie Mellon University’s Heinz College, www.heinz.cmu.edu/media/2024/October/voters-heres-how-to-spot-ai-deepfakes-that-spread-election-related-misinformation1. Accessed 13 Feb. 2026.
Frampton, Ben. “Clickbait: The Changing Face of Online Journalism.” BBC News, 14 Sept. 2015, www.bbc.com/news/uk-wales-34213693. Accessed 13 Feb. 2026.
Hamblin, James. “It’s Everywhere, the Clickbait.” The Atlantic, 11 Nov. 2014, www.theatlantic.com/entertainment/archive/2014/11/clickbait-what-is/382545/. Accessed 13 Feb. 2026.
Hamodi, Baraa, et al. “Taking Action against Video Clickbait.” Meta, 17 Aug. 2017, about.fb.com/news/2017/08/news-feed-fyi-taking-action-against-video-clickbait/. Accessed 13 Feb. 2026.
Hern, Alex. “Google Will Modify Search Algorithms to Tackle Clickbait.” The Guardian, 19 Aug. 2022, www.theguardian.com/technology/2022/aug/19/google-will-modify-search-algorithms-to-tackle-clickbait-seo. Accessed 13 Feb. 2026.
Hollows, Joanne. Media Studies: A Complete Introduction. Hodder & Stoughton, 2016.
Klinger, Lauren, and Kelly McBride. “Stop Calling Every News Article Clickbait.” Poynter, 22 Feb. 2016, www.poynter.org/2016/clickbait/397841/. Accessed 13 Feb. 2026.
Levy, Nicole. “Once the Web’s Fastest Growing Aggregator, Upworthy Pivots.” Politico, 17 June 2015, www.politico.com/media/story/2015/06/once-the-webs-fastest-growing-aggregator-upworthy-pivots-003881. Accessed 13 Feb. 2026.
McFarland, Matt. “Dear CNN: Please Be Careful about Copying Our Headlines. Sincerely, Upworthy.” Washington Post, 5 Feb. 2014, www.washingtonpost.com/news/innovations/wp/2014/02/05/dear-cnn-please-be-careful-about-copying-our-headlines-sincerely-upworthy/?utm_term=.7a2ebcd38cbe. Accessed 13 Feb. 2026.
Metz, Rachel. “How a Deepfake Tom Cruise on TikTok Turned into a Very Real AI Company.” CNN, 6 Aug. 2021, www.cnn.com/2021/08/06/tech/tom-cruise-deepfake-tiktok-company/index.html. Accessed 13 Feb. 2026.
Rijo, Luis. “Google’s Discover Feed Gets a Content Shakeup: Targeting Clickbait and Boosting Local News.” PPC Land, 5 Feb. 2026, ppc.land/googles-discover-feed-gets-a-content-shakeup-targeting-clickbait-and-boosting-local-news/. Accessed 13 Feb. 2026.
Rubin, Victoria L. “Deception Detection and Rumor Debunking for Social Media.” The SAGE Handbook of Social Media Research Methods, edited by Luke Sloan and Anabel Quan-Haase, Sage Publications, 2017, pp. 342–64.
“Take It Down Act Signed into Law.” National Association of Counties, www.naco.org/news/take-it-down-act-signed-law. Accessed 13 Feb. 2026.
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