Brand sentiment score: a case study of Vicio on Instagram
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DOI:
https://doi.org/10.17979/redma.2026.30.1.12920Abstract
Sentiment analysis is becoming a strategic resource on social media for understanding user perceptions, optimizing decision-making, and enhancing customer experience. This is especially the case in competitive sectors with low differentiation, such as the Spanish food industry. The aim of this research is to evaluate reception of the launch of Vicio’s gluten-free burger. The methodology used consisted of text mining of comments on the company Instagram post, extracted using PhantomBuster and processed in RStudio in three phases: word frequency, polarity, and emotion identification. The results show a predominantly negative reception, including emotions of fear, sadness, and anger, reflecting distrust of the information and concern about food safety, and underscoring the need for transparent communication about products aimed at consumers with specific needs.
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References
Ahmed, R., Kumar, R., Baig, M., y Khan, M. (2015). Impact of digital media on brand loyalty and brand positioning. Available at SSRN 2708527. https://doi.org/10.2139/ssrn.2708527
Ayala P., T. (2014). Redes sociales, poder y participación ciudadana. Revista Austral de Ciencias Sociales, (26), 23-48. https://dialnet.unirioja.es/servlet/articulo?codigo=7355460
Birjali, M., Kasri, M., y Beni-Hssane, A. (2021) A comprehensive survey on sentiment analysis: Approaches, challenges and trends. Knowledge-Based Systems, 226, Artículo 107134. https://doi.org/10.1016/j.knosys.2021.107134
Bueno-Núñez, L. D. y Vinyals-Mirabent, S. (2023). La transformación digital de las grandes marcas de la gastronomía española en tiempos de crisis. Anuario Electrónico de Estudios en Comunicación Social “Disertaciones”, 16(1). https://doi.org/10.12804/revistas.urosario.edu.co/disertaciones/a.12438
Caerols Mateo, R., Tapia Frade, A., y Carretero Soto, A. (2013). Instagram, la imagen como soporte de discurso comunicativo participado. Vivat Academia, (124), 68–78. https://doi.org/10.15178/va.2013.124.68-78
Delgado, A. (29 de mayo de 2022). Vicio: el restaurante de hamburguesas con el que este ganador de MasterChef factura 4M de euros. Emprendedores. https://emprendedores.es/startups/vicio-hamburguesas/
DiegoCoquillat.com (8 de marzo de 2023). El chef tres estrellas Michelin Jesús Sánchez, Sibuya, Rosi La Loca y VICIO ganan los premios The Best Digital Restaurants 2023. https://www.diegocoquillat.com/el-chef-tres-estrellas-michelin-jesus-sanchez-sibuya-rosi-la-loca-y-vicio-ganan-los-premios-the-best-digital-restaurants-2023/
Hamid, H. H., Bangare, S., Nirmal, A., y Bangal, P. S. (2023). Sentiment analysis: A comprehensive review of techniques and applications. Int. J. Eng. Res. Technol, 10(8), 775-779. https://www.jetir.org/papers/JETIR2308292.pdf
Huang, Z., y Fang, Z. (2020). An entity-level sentiment analysis of financial text based on pre-trained language model. 2020 IEEE 18th International Conference on Industrial Informatics (INDIN), 391-396. https://doi.org/10.1109/INDIN45582.2020.9442156
IAB Spain (2025). Estudio de redes sociales 2025. https://iabspain.es/estudio/estudio-redes-sociales-2025-iab-spain/
Jiménez Zafra, S. M., Martínez Cámara, E., Martín Valdivia, M. T., y Ureña López, L. A. (2014). Desafíos del análisis de sentimiento. En V Jornadas TIMM, Jaén, España ( pp.15-18) ResearchGate. https://www.researchgate.net/publication/266673842_Desafios_del_Analisis_de_Sentimientos
Kauffmann, E., Peral, J., Gil, D., Ferrández, A., Sellers, R., y Mora, H. (2019). Managing marketing decision-making with sentiment analysis: an evaluation of the main product features using text data mining. Sustainability, 11(15), Artículo 4235. https://doi.org/10.3390/su11154235
Liu, B. (22 de abril de 2012). Sentiment Analysis and Opinion Mining. Morgan & Claypool Publishers. https://www.cs.uic.edu/~liub/FBS/SentimentAnalysis-and-OpinionMining.pdf
MarketingNews (2023). Vicio saca un producto que llevan pidiendo sus consumidores tres años. https://www.marketingnews.es/marcas/noticia/1180144054305/vicio-saca-producto-llevan-pidiendo-consumidores-tres-anos.1.html
Matías, M. (15 de mayo de 2021). Palabras vacías en español (stop words) ft Python. Medium. https://cr0wg4n.medium.com/palabras-vac%C3%ADas-en-espa%C3%B1ol-stop-words-ft-python-3117e52d2bff
Mendoza Vega, J. B. (2018a). Léxico_afinn.en.es.csv [Data set]. GitHub. https://github.com/jboscomendoza/rpubs/blob/master/sentimientos_afinn/lexico_afinn.en.es.csv
Mendoza Vega, J. B. (2018b). Lexico_nrc.csv [Data set]. GitHub. https://github.com/jboscomendoza/lexicos-nrc-afinn/blob/master/lexico_nrc.csv
Öztürk, B. (2025). A conceptual paper on experiential dining experience. Journal of Gastronomia, 2(1), 46–62. https://doi.org/10.5281/zenodo.18049599
Rutsaert, P. et al. (2014). Social media as a useful tool in food risk and benefit communication? A strategic orientation approach. Food Policy, 46, 84-93. https://doi.org/10.1016/j.foodpol.2014.02.003
Seara, F. (30 de octubre de 2023). “Ni la reina es la reina, ni la burger tiene gluten”: VICIO responde a la polémica. MarketingDirecto. https://www.marketingdirecto.com/marketing-general/publicidad/vicio-responde-reina-burger-no-tiene-gluten
Sithole, M. V., Roux, T., y Retief, M. (2025). Experiential marketing through service quality antecedents: customer experience as a driver of satisfaction and revisit intentions in south african restaurants. Tourism And Hospitality, 6(5), Artículo 227. https://doi.org/10.3390/tourhosp6050227
Taboada, M. et al. (2011). Lexicon-based methods for sentiment analysis. Computational Linguistics (Association for Computational Linguistics), 37(2), 267–307. https://doi.org/10.1162/coli_a_00049
Vargas, L. E. y Mesa-Fúquen, E. (2021). Introducción al análisis de datos con RStudio. Corporación Centro de Investigación en Palma de Aceite (Cenipalma). http://repositorio.fedepalma.org/handle/123456789/141281
Vicio [@ganasdevicio] (23 de octubre de 2023). Hemos tardado 3 años pero es que “las cosas de palacio van despacio”: el 27.11 el pan sin gluten estará, [Carrusel]. Instagram. https://www.instagram.com/p/Cyv0-ZooNYq/?hl=es&img_index=1
Wankhade, M. et al. (2022). A survey on sentiment analysis methods, applications, and challenges. Artificial Intelligence Review, 55(7), 5731‑5780. https://link.springer.com/article/10.1007/s10462-022-10144-1

