Clickbait on Google Discover: A comparative analysis with digital newspaper front pages within the framework of gatekeeping and agenda setting

Authors

DOI:

https://doi.org/10.3145/infonomy.25.025

Keywords:

Google Discover, Algorithmic curation, Clickbait, Soft news, Hard news, Gatekeeping, Agenda setting, Digital platforms, News visibility, Digital journalism

Abstract

While digital front pages reflect deliberate editorial decisions, platforms like Google Discover reshape news visibility through algorithmic systems that prioritize attention over journalistic relevance. This study examines variations in the presence of clickbait headlines and the proportion of soft news on Google Discover compared to the mobile front pages of El Español and La Vanguardia, the two most-read digital news outlets in Spain according to GfK DAM (January 2025). Based on a content analysis of 300 headlines collected in June 2025, the results reveal a significantly higher incidence of clickbait in Discover (44%) and Discover Snoop (51%) compared to just 2% on editorial front pages. Similarly, soft news appears in 58% of headlines on Discover Snoop, 38% on Discover, and only 2% on the front pages. These findings highlight an algorithmic curation logic driven by user interaction and engagement time, in contrast with editorial hierarchies based on informational value. The study contributes to current debates on news quality, editorial disintermediation, and the role of algorithms as new gatekeepers in the digital media ecosystem.

Author Biographies

Olaya López-Munuera, Universitat Oberta de Catalunya

Carlos Lopezosa, Universitat de Barcelona

Javier Guallar, Universitat de Barcelona

References

Absi-Flores, Luis-Miguel; León-Ferreyros, Arturo (2024). Posicionamiento de contenido digital en Google Discover: El caso del diario peruano El Comercio. Estudios sobre el mensaje periodístico, 30(3), 625–634. https://doi.org/10.5209/emp.96024

Bazaco, Ángela; Redondo, Marta M.; Sánchez‑García, Pilar (2019). Clickbait as a strategy of viral journalism: Conceptualisation and methods. Revista Latina de Comunicación Social, 74, 94–115.

Beam, Michael A. (2014). Automating the news: How personalized news recommender system design choices impact news reception. Communication Research, 41(8), 1019–1041. https://doi.org/10.1177/0093650213497979

Berman, Ron; Katona, Zsolt (2020). Curation algorithms and filter bubbles in social networks. Marketing Science, 39(2), 296–316. https://doi.org/10.1287/mksc.2019.1208

Bhargava, Rohit (2009). Manifesto for the content curator: The next big social media job of the future? Blog de rohitbhargava.com https://rohitbhargava.com/manifesto-for-the-content-curator-the-next-big-social-media-job-of-the-future

Blom, Jonas N.; Reinecke-Hansen, Kristine (2015). Click bait: Forward‑reference as lure in online news headlines. Journal of Pragmatics, 76, 87–100. https://doi.org/10.1016/j.pragma.2014.11.010

Bravo-Araujo, Andrea; Serrano‑Puche, Javier; Novoa-Jaso, María-Fernanda (2021). Uso del clickbait en los medios nativos digitales españoles: Un análisis de El Confidencial, El Español, eldiario.es y OK Diario. Dígitos. Revista de Comunicación Digital, 7, 185–210. https://doi.org/10.7203/rd.v1i7.184

Bro, Peter; Wallberg, Filip (2015). Gatekeeping in a digital era. Journalism Practice, 9(1), 92–105. https://doi.org/10.1080/17512786.2014.928468

Bruns, Axel (2003). Gatewatching, not gatekeeping: Collaborative online news production. Media International Australia incorporating Culture and Policy, (107), 31–44. https://doi.org/10.1177/1329878X0310700106

Bruns, Axel (2018). Gatewatching and news curation: Journalism, social media, and the public sphere. Peter Lang Publishing. https://eprints.qut.edu.au/215471

Chin-Fook, Lianne; Simmonds, Heather (2013). Redefining gatekeeping theory for a digital generation. McMaster Journal of Communication, 8. https://doi.org/10.15173/mjc.v8i0.259

Cordeiro, Douglas F.; Lopezosa, Carlos; Guallar, Javier; Vállez, Mari (2024). Analysis of Google News coverage: A comparative study of Brazil, Colombia, Mexico, Portugal, and Spain. Contratexto, (42), 105–132. https://doi.org/10.26439/contratexto2024.n42.7212

Dale, Stephen (2014). Content curation: The future of relevance. Business Information Review, 31(4), 199–205. https://doi.org/10.1177/0266382114564267

Del-Castillo, Carlos (2024). El 'periodismo de algoritmo' ataca de nuevo: Así es como titulares engañosos y supermercados inundan los medios. eldiario.es. https://www.eldiario.es/tecnologia/periodismo-algoritmo-ataca-nuevo-titulares-enganosos-supermercados-inundan-medios_1_11734185.html

Diakopoulos, Nicholas (2019). Automating the news: How algorithms are rewriting the media. Harvard University Press. https://www.jstor.org/stable/j.ctv24w634d

Einarsson, Ásta Mar; Helles, Rasmus; Lomborg, Stine (2025). Algorithmic agenda-setting: The subtle effects of news recommender systems on political agendas in the Danish 2022 general election. Information, Communication & Society, 28(2), 218–238. https://doi.org/10.1080/1369118X.2024.2334411

El Español (2025). El Español cumple un año y medio como el diario digital más leído de España, según GfK DAM. https://www.elespanol.com/invertia/medios/20250226/espanol-meses-lider-cumple-enero-ano-medio-mayor-audiencia-prensa-espanola/926907571_0.html

Erbring, Lutz; Goldenberg, Edie N.; Miller, Arthur H. (1980). Front-page news and real-world cues: A new look at agenda-setting by the media. American Journal of Political Science, 24(1), 16–49. https://doi.org/10.2307/2110923

Eslami, Motahhare; Rickman, Aimee; Vaccaro, Kristen; Aleyasen, Amirhossein; Vuong, Andy; Karahalios, Karrie; Hamilton, Kevin; Sandvig, Christian (2015). “I always assumed that I wasn’t really that close to [her]”: Reasoning about invisible algorithms in news feeds. En: CHI '15 Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (pp. 153–162). https://doi.org/10.1145/2702123.2702556

García-Ramírez, Diego (2021). Journalism in the attention economy: The relation between digital platforms and news organizations. Brazilian Journalism Research, 17(1), 6–33. https://doi.org/10.25200/BJR.v17n1.2021.1332

García-Serrano, Jesús; Romero-Rodríguez, Luis M.; Hernando-Gómez, Ángel (2019). Análisis del clickbaiting en los titulares de la prensa española contemporánea: Estudio de caso: diario El País en Facebook. Estudios sobre el mensaje periodístico, 25(1). https://doi.org/10.5209/ESMP.63724

Gillespie, Tarleton (2013). The relevance of algorithms. En: T. Gillespie, P. J. Boczkowski y K. A. Foot (Eds.), Media technologies: Essays on communication, materiality, and society (pp. 167–194). MIT Press. https://doi.org/10.7551/mitpress/9780262525374.003.0009

Guallar, Javier; Leiva-Aguilera, Javier (2013). El Content Curator. Guía práctica para el nuevo profesional de internet. Barcelona: Editorial UOC. ISBN 978-84-9064-018-0

Khatter, Harsh; Ahlawat, Anil K. (2020). Analysis of content curation algorithms on personalized web searching. In: Proceedings of the International Conference on Innovative Computing & Communications (p. 487). https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3563374

Krippendorff, Klaus (2018). Content analysis: An introduction to its methodology (4th ed.). SAGE Publications. https://lccn.loc.gov/2017050739

Kumari, Deva; Koushik, Krishna; Vardhan, Harsha; Rajesh, Sreevidya B. (2024). Analysis of algorithmic content curation for user engagement and information diversity on social media. Tuijin Jishu / Journal of Propulsion Technology, 45(2). https://www.propulsiontechjournal.com/index.php/journal/article/view/9111

Lewin, Kurt (1947). Frontiers in group dynamics: II. Channels of group life; social planning and action research. Human Relations, 1(2), 143–153. https://doi.org/10.1177/001872674700100201

Loo‑Vázquez, José-Roberto; Gámez‑Paz, Dariela; Lamarque‑Vega, Evelyn; Domínguez‑Quevedo, Lilieth; Haber‑Guerra, Yamile (2015). Del gatekeeper al content curator: Cambiar algo para que no cambie nada. Razón y Palabra, 19(92). http://www.redalyc.org/articulo.oa?id=199543036046

Lopezosa, Carlos; Giomelakis, Dimitrios; Pedrosa, Lucía; Codina, Lluís (2024). Google Discover: Uses, applications and challenges in the digital journalism of Spain, Brazil and Greece. Online Information Review, 48(1), 123–143. https://doi.org/10.1108/OIR-10-2022-0574

Lopezosa, Carlos; Guallar, Javier; Santos-Hermosa, Gema (2022). Google Discover: Entre la recuperación de información y la curación algorítmica. Scire: Representación y organización del conocimiento, 28(2), 13–22. https://doi.org/10.54886/scire.v28i2.4796

Martínez-Costa, María-Pilar; Moreno, Elsa; Amoedo, Avelino (2018). Mapa de la radio online en España: Tipología y caracterización en el contexto de los cibermedios. Profesional de la Información, 27(4), e270414. https://doi.org/10.3145/epi.2018.jul.14

McCombs, Maxwell (2002). The agenda-setting role of the mass media in the shaping of public opinion. Mass Media Economics 2002 Conference, London School of Economics. https://www.infoamerica.org/documentos_pdf/mccombs01.pdf

McCombs, Maxwell E.; Shaw, Donald L. (1972). The agenda-setting function of mass media. Public Opinion Quarterly, 36(2), 176–187. https://doi.org/10.1086/267990

Molyneux, Logan; Coddington, Mark (2019). Aggregation, clickbait and their effect on perceptions of journalistic credibility and quality. Journalism Practice, 13(10), 1240–1255. https://doi.org/10.1080/17512786.2019.1628658

Napoli, Philip M. (2015). Social media and the public interest: Governance of news platforms in the realm of individual and algorithmic gatekeepers. Telecommunications Policy, v. 39, n. 9, 751–760. https://doi.org/10.1016/j.telpol.2014.12.003

Nechushtai, Efrat; Lewis, Seth C. (2019). What kind of news gatekeepers do we want machines to be? Filter bubbles, fragmentation, and the normative dimensions of algorithmic recommendations. Computers in Human Behavior, v. 90, 298–307. https://doi.org/10.1016/j.chb.2018.07.043

Neuendorf, Kimberly A. (2017). The content analysis guidebook (2nd ed.). SAGE Publications. http://lccn.loc.gov/2015044657

Polo, Sara (2023). Google Discover resucita la edad dorada del 'clickbait': "Prioriza lo más leído y eso es una ventana al sensacionalismo". El Mundo. https://www.elmundo.es/television/medios/2023/05/16/6461f0fae4d4d8907a8b459c.html

Salaverría, Ramón; Martínez-Costa, María-Pilar (2021). Medios nativos digitales en España: Caracterización y tendencias. Comunicación Social Ediciones y Publicaciones. https://www.comunicacionsocial.es/media/comunicacionsocial/files/sample-133545.pdf

Sánchez‑Sobradillo, Iris; Díez‑Gracia, Alba (2023). Meta‑investigación del clickbait: Revisión bibliográfica del “titular gancho”. En: I. Baena‑Cuder, D. Rando‑Cueto, y S. Otero‑Escudero (Eds.). Acciones y realidades ante la manipulación social: Redes sociales, publicidad y marketing (pp. 720–742). Dykinson. https://dialnet.unirioja.es/servlet/articulo?codigo=9168685

Shoemaker, Pamela J. (2009). Gatekeeping theory. Taylor & Francis. https://doi.org/10.4324/9780203931653

Shoemaker, Pamela J.; Reese, Stephen D. (2014). Mediating the message in the 21st century: A media sociology perspective. Routledge/Taylor & Francis Group.

Soteras, Clara (2025). Manual de instrucciones SEO para medios. Tendenci@s+ (Informe Tendenci@s I/2025). ISBN: 979-13-990637-0-7

Stanoevska‑Slabeva, Katarina; Sacco, Vittoria; Giardina, Marco (2012). Content curation: A new form of gatewatching for social media? Ponencia presentada en el 13th International Symposium on Online Journalism, Austin, Texas. https://dl.icdst.org/pdfs/files/e00916ccf81cb8adcc5c7d1acd47aa5d.pdf

Strzelecki, Artur; Rizun, Mariia (2023). Exploring the impact of Google Discover on users and publishers: A data-driven study. In: A. R. da Silva et al. (Eds.). Information Systems Development, Organizational Aspects and Societal Trends (ISD2023 Proceedings). Instituto Superior Técnico. https://doi.org/10.62036/ISD.2023.28

Tandoc Jr., Edson C.; Jenner, Mike (2016). Analysing analytics: How journalists’ role conceptions influence how they use audience metrics. Journal of Applied Journalism & Media Studies, 5(3), 423–439. https://doi.org/10.1386/ajms.5.3.423_1

Vara‑Miguel, Alfonso (2024). Crece el acceso a las noticias digitales a través de algoritmos (66%) en detrimento de las marcas periodísticas (54%) o buscadores (53%). En: Digital News Report España 2024 (pp. 155–157). Servicio de Publicaciones, Universidad de Navarra. https://doi.org/10.15581/019.2024

Wallace, Julian (2018). Modelling contemporary gatekeeping: The rise of individuals, algorithms and platforms in digital news dissemination. Digital Journalism, v. 6, n. 3, 274–293. https://doi.org/10.1080/21670811.2017.1343648

White, David M. (1950). The “Gate Keeper”: A case study in the selection of news. Journalism Quarterly, v. 27, n. 4, 383–390. https://doi.org/10.1177/107769905002700403

Published

2025-08-04

How to Cite

López-Munuera, O., Lopezosa, C., & Guallar, J. (2025). Clickbait on Google Discover: A comparative analysis with digital newspaper front pages within the framework of gatekeeping and agenda setting. Infonomy, 3(4). https://doi.org/10.3145/infonomy.25.025

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