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The rapid growth of digital commerce has encouraged companies to integrate digital and physical marketing channels to create seamless and consistent customer experiences. This study aims to analyze the role of integrated marketing channels through omnichannel strategies, the utilization of Artificial intelligence (AI), and their impact on customer experience in the context of digital commerce. The study employs a Systematic literature review (SLR) approach by examining relevant scholarly articles related to omnichannel marketing, AI technologies, and customer experience. The findings indicate that integrated marketing channels supported by AI enhance service personalization, customer engagement, operational efficiency, and the quality of interactions between companies and customers. Furthermore, the implementation of omnichannel strategies contributes to higher customer satisfaction and loyalty by providing a more connected experience across multiple customer touchpoints. However, the implementation of integrated marketing channels still faces several challenges, including fragmented channel integration, technological complexity, high investment requirements, and concerns regarding customer data privacy and security. Therefore, effective management of integrated marketing channels is essential for improving customer experience while creating sustainable competitive advantages for companies in an increasingly dynamic digital era.

The advancement of digital technology has encouraged e-commerce platforms to adopt interactive features such as Virtual Try-On to enhance a more visual and personalized shopping experience. This feature allows consumers to virtually try products, thereby assisting in product evaluation prior to purchase decisions. This study aims to analyze the effect of experiential value on customer engagement behavior, with customer satisfaction as a mediating variable. The research employs a quantitative approach through a survey of 150 respondents in Indonesia who have used Virtual Try-On, using a purposive sampling technique. Data were collected through questionnaires and analyzed using Partial Least Squares (PLS). The results indicate that experiential value has a positive and significant effect on both customer satisfaction and customer engagement behavior. Furthermore, customer satisfaction also has a positive effect on customer engagement behavior and partially mediates the relationship between experiential value and customer engagement behavior. These findings suggest that valuable technology-driven experiences can enhance customer satisfaction and encourage more active consumer engagement. This study contributes theoretically to the literature on digital consumer behavior and offers practical implications for e-commerce platforms in optimizing Virtual Try-On features.

This study examines customer churn prediction in subscription-based telecommunications from a digital marketing perspective using machine learning. The analysis utilizes a secondary dataset of 7,043 customer records that simulate behavioral, contractual, and financial attributes commonly found in telecom services. Three classification algorithms Logistic Regression, Random Forest, and Gradient Boosting are applied to model churn behavior. Data preprocessing includes handling missing values, encoding categorical variables, and splitting data into training and testing sets. Model performance is evaluated using accuracy, recall, and ROC-AUC, with emphasis on recall due to its importance in identifying at-risk customers. The results show that Gradient Boosting achieves the highest overall performance with an ROC-AUC of 0.84, while Logistic Regression provides relatively higher recall. Key drivers of churn include short-term contracts, higher monthly charges, and lower service engagement. However, recall remains moderate, indicating limitations in capturing complex behavioral factors. These findings suggest the need to combine predictive models with behavioral insights and highlight the importance of early customer engagement and long-term retention strategies.

This study examines the effects of word of mouth, peer influence, and promotion on exercise decisions at gymnasiums in Bandar Lampung City, with hedonic motivation as a mediating variable. Drawing on the Theory of Planned Behavior and consumer behavior perspectives, the research employed a quantitative causal-associative design. Data were collected through structured questionnaires from 100 active members of four gymnasiums and analyzed using Partial Least Squares - Structural Equation Modeling (PLS-SEM) with SmartPLS . The results indicate that word of mouth, peer influence, and promotion have positive and significant effects on hedonic motivation and on exercise decisions. Hedonic motivation also exerts a positive and significant effect on exercise decisions, suggesting that pleasurable and emotionally rewarding fitness experiences reinforce consumers' intention to engage in regular gym- based exercise. Mediation analysis further reveals that hedonic motivation significantly channels the effects of peer influence and promotion on exercise decisions, while the indirect effect of word of mouth is also significant, although its negative coefficient warrants careful interpretation. These findings demonstrate that exercise decisions are shaped not only by utilitarian health considerations but also by social influence, promotional exposure, and affective consumption experiences. The study provides practical insights for gym managers in designing service and marketing strategies that strengthen customer engagement and sustained participation.

Micro, small, and medium enterprises (MSMEs) constitute a pivotal pillar of local economic resilience in Bandar Lampung, particularly in the fashion, salon and beauty, and professional service sectors. Notwithstanding their considerable growth potential, many MSMEs continue to encounter structural constraints that impede business expansion, most notably limited entrepreneurial capability, restricted access to capital, and the suboptimal utilization of digital marketing. Against this backdrop, the present study aims to examine the partial and simultaneous effects of entrepreneurship training, capital access, and digital marketing strategy on MSME business expansion. This research employed a quantitative explanatory design with a cross-sectional approach. Data were collected from 100 MSME owners selected through purposive sampling from a population of 2,785 enterprises, and were analyzed using multiple linear regression with SPSS. The findings reveal that entrepreneurship training does not exert a statistically significant effect on business expansion (B = 0.000; p = 0.998), indicating that training, in isolation, has not yet been effectively translated into concrete growth-oriented business practices. By contrast, access to capital has a positive and significant effect (B = 0.263; p = 0.001), demonstrating that financial accessibility enhances operational scale and market development. More importantly, digital marketing strategy emerges as the most influential determinant of business expansion (B = 0.593; p < 0.001), confirming that digital platform utilization substantially strengthens market reach, customer engagement, and business competitiveness. Simultaneously, the three variables significantly affect MSME expansion (F = 34.061; p < 0.001), with an explanatory power of 51.6%. It can therefore be concluded that MSME expansion is primarily driven by the synergy of financial accessibility and digital market adaptation, while entrepreneurship training becomes meaningful only when effectively operationalized within business practice.

The rapid acceleration of the digital economy has positioned Micro, Small, and Medium Enterprises (SMEs) at a strategic crossroads. This study investigates the impact of digital marketing and social media marketing on the performance of SMEs in Binjai, North Sumatra, while exploring the mediating role of Electronic Word of Mouth (e-WOM). Utilizing a quantitative approach with a sample of 182 SME owners, data were analyzed using multiple linear regression and path analysis via SPSS 26. The findings demonstrate that digital marketing and social media marketing initiatives significantly and positively influence business performance, accounting for 54.2% of the variance. Notably, social media marketing emerged as the most dominant predictor, fostering high levels of customer engagement. Furthermore, path analysis reveals that e-WOM serves as a critical mediator; effective social media strategies stimulate authentic digital testimonials, which subsequently enhance consumer trust and sales volume. This research concludes that for SMEs in emerging local markets like Binjai, the orchestration of digital reputation through e-WOM is fundamental to achieving sustainable competitive advantage in an increasingly volatile digital landscape.

The increasing competition in the healthcare industry requires hospitals to establish effective relationship strategies to enhance patient loyalty. This study aims to examine the effect of Customer Relationship Management (CRM) on patient loyalty, with brand salience and customer engagement behavior (CEB) as mediating variables. The research adopts a quantitative approach using Partial Least Squares Structural Equation Modeling (PLS-SEM). Data were collected from 155 outpatients at Cengkareng General Hospital (RSAR) who had experienced CRM-related services, using a structured questionnaire measured on a four-point Likert scale. The findings reveal that CRM has a significant positive effect on brand salience, customer engagement behavior, and patient loyalty. Among these relationships, CRM demonstrates the strongest influence on customer engagement behavior, indicating that relationship-based strategies effectively encourage active patient involvement. Furthermore, customer engagement behavior significantly affects patient loyalty, suggesting that patients who are more engaged—through feedback, recommendations, and participation—are more likely to develop stronger loyalty toward healthcare providers. In contrast, brand salience does not have a significant effect on patient loyalty, indicating that brand awareness alone is insufficient to drive loyalty in the healthcare context. Mediation analysis shows that customer engagement behavior partially mediates the relationship between CRM and patient loyalty, whereas brand salience does not act as a mediator. These results suggest that CRM enhances patient loyalty not only directly but also indirectly through strengthening engagement behavior. This study contributes to healthcare marketing literature by integrating relationship marketing and customer engagement perspectives, highlighting engagement as a more critical mechanism than brand salience in fostering sustainable patient loyalty.

This study examines the implementation of Integrated Marketing Communication (IMC) at NailedShape, a Bali-based nail art micro-enterprise, as a strategy to foster customer loyalty. NailedShape operates under a home-service and home studio model, primarily using Instagram for promotion and customer engagement. The study utilizes a descriptive qualitative method, collecting data through interviews and observations with the owner, customers, and micro-influencers. The research findings show that NailedShape successfully employs IMC techniques, such as visual content, customer testimonials, and collaborations with digital influencers, to capture attention and create strong emotional connections with customers. This integrated approach helps in building a positive brand image and maintaining customer engagement. However, the study also highlights challenges, such as limited resources and frequent changes to social media algorithms, which hinder consistent communication and marketing efforts. Despite these obstacles, the study concludes that a well-executed IMC strategy remains effective in enhancing customer loyalty, reinforcing the importance of an integrated communication approach for small and medium enterprises (SMEs) in the beauty industry. By utilizing digital platforms effectively, NailedShape can compete in a highly dynamic market. The findings suggest that beauty-based MSMEs can benefit greatly from IMC in the digital era, as it not only enhances brand perception but also helps in building lasting customer relationships.

This study aims to analyze the influence of e-marketing and customer engagement on marketing performance. Analyze the influence of e-marketing and customer engagement, customer trust on marketing performance. The sample size was 78 respondents using SEM PLS for data processing. The findings of this study are that there is a significant positive influence between e-marketing on marketing performance; there is a significant positive influence between customer engagement on marketing performance; there is a significant positive influence between e-marketing on customer trust; there is a significant positive influence between customer engagement on customer trust; there is a significant positive influence between customer trust; on marketing performance

The development of social media has significant transformations in the communication strategies of retail companies, particularly in building relationships with customers digitally. In the context of increasingly intense competition, social media no longer functions merely as a promotional channel, but also an interactive space to shape engagement, brand perception, and long-term relationships with customers. TIP TOP Supermarket, as one of the modern retail players in Indonesia, utilizes Instagram as its primary digital communication channel to reach audiences, convey brand values, and build customer engagement. The majority of TIP TOP Supermarket’s customers do not yet possess high levels of digital awareness, resulting in limited engagement with TIP TOP’s activations on Instagram. TIP TOP has not yet implemented a strategic approach in managing its Instagram. This condition constitutes a challenge in Instagram management. This study aims to analyze the stages of research and diagnosis, objective, strategies, tactics, implementation, and reporting-evaluation carried out by TIP TOP Supermarket in building customer engagement. The research employs a descriptive qualitative approach within a positivist paradigm. Data were collected through in-depth interviews with seven key informants from the Marketing and Communications Division, observations, and online documentation. The findings indicate that the management of TIP TOP Supermarket’s Instagram has gone through all stages of the ROSTIR, although several aspects have not yet been fulfilled. The conclusion emphasizes the importance of building a brand identity with consistent characteristics. This study recommends the establishment of a digital community on Instagram and the adoption of a responsive approach toward customers.

This study aims to analyze the role of innovation in enhancing the competitiveness of Micro, Small, and Medium Enterprises (MSMEs) in Medan City. The research employs a qualitative approach through direct interviews with several MSME owners from various business sectors. The results reveal that innovation plays a significant role in strengthening business competitiveness through product development, digital marketing strategies, and improvements in production processes. Product innovation among MSMEs includes changes in design, quality enhancement, and product diversification based on market demand. Meanwhile, marketing innovation is achieved through the utilization of social media and digital platforms to expand market reach and improve customer engagement. However, MSME actors still face challenges such as limited capital, low digital literacy, and lack of access to training and mentorship. Therefore, collaboration between business actors, government, and supporting institutions is essential to build a sustainable innovation ecosystem that strengthens the competitiveness of MSMEs in the digital era.

This study aims to examine the influence of product innovation, digital marketing, and business networking on the competitiveness of small and medium-sized enterprises (SMEs), with customer engagement positioned as a mediating variable. Employing a Systematic Literature Review (SLR) approach, thirty Scopus-indexed articles published between 2020 and 2025 were analysed to synthesise theoretical and empirical insights related to SME competitiveness in contemporary digital and urban business environments. The findings indicate that product innovation, digital marketing, and business networking each play a significant role in strengthening SME competitiveness, particularly within markets characterised by rapid technological change. Customer engagement emerges as a critical mediating mechanism that connects these strategic variables to sustainable competitive advantage. It enhances the impact of innovative and digital strategies by fostering stronger emotional, behavioural, and participative interactions between SMEs and their customers. The review also highlights that SMEs adopting integrated digital management practices, such as the utilisation of human-resource information systems (HRIS) and data-driven decision-making tend to demonstrate greater adaptability, market responsiveness, and long-term performance. The study contributes theoretically by integrating resource-based and dynamic capability perspectives, offering a holistic understanding of how digital and relational capabilities interact to elevate competitiveness. Practically, the findings provide strategic guidance for policymakers, SME managers, and practitioners in designing innovation-oriented and digitally enabled initiatives that support sustainable SME growth in the digital era.

This study aims to analyze the influence of digital marketing on customer loyalty at the Uban Muslim Clothing Store MSME in Cianjur in the context of e-commerce development. The increasingly rapid digital transformation requires MSMEs to adapt to technology-based marketing strategies to be able to compete and retain consumers. This study uses a quantitative approach with a survey technique on 20 adult respondents, both men and women, who have interacted with the store. The research instrument in the form of a questionnaire distributed through Google Forms, measuring two main variables: digital marketing (as an independent variable) and customer loyalty (as a dependent variable). The analysis technique used is simple linear regression. The results of the analysis show that there is a positive influence of digital marketing on customer loyalty, as indicated in the regression equation Y = 3.5226 + 0.582XY = 3.5226 + 0.582XY = 3.5226 + 0.582X. The regression coefficient of 0.582 indicates that every one unit increase in digital marketing activity can significantly increase customer loyalty. Meanwhile, the intercept value of 3.5226 indicates that customer loyalty remains high even without digital activities, indicating a strong foundation of loyalty from non-digital factors. This finding has important implications: digital marketing is not just a promotional tool, but a key strategy for building long-term customer engagement. This study recommends that MSMEs optimize digital content, online interactions, and data-driven communication systems to maintain and enhance customer loyalty in the digital marketing era.

Social media has become a tool used by everyone. It has become a widely used tool for sharing information and as a promotional platform. In today's digital era, many MSMEs (Micro, Small, and Medium Enterprises) promote their products using social media, eliminating the need to rely entirely on conventional strategies such as direct sales in markets or stores. Marketing utilizes digital technology to achieve goals through active and measurable communication. Marketing strategies using social media are crucial because they can reach a wide range of buyers without time or geographic limitations. Sellers and buyers can interact with each other through messages, comments, and reviews. This research aimed to gain a deeper understanding of how social media influences the marketing strategies implemented by MSMEs through interviews. The results of this study concluded that social media significantly influences MSME marketing strategies and builds relationships with customers. MSMEs are expected to develop better promotional strategies in the future and learn to adapt to competition in the digital era. As a suggestion, MSMEs are advised to integrate interactive content such as live streaming and influencer collaborations to strengthen consumer engagement, as well as allocate a minimum budget of 10-15% of revenue for digital marketing training.

This study investigates the influence of Brand Image, Product Quality, and the use of Social Media on consumers’ purchasing decisions to Wardah facial cream. Using a quantitative method with purposive sampling technique, this study involved 120 Wardah product users in the West Semarang area. Data were collected through an online questionnaire and processed using SmartPLS 4.0. The results indicate that product quality and social media usage have a positive and significant effect on purchasing decisions, whereas brand image shows a positive but insignificant effect. This suggests that consumers tend to prioritize tangible attributes such as product quality and active engagement through social media over brand perception The model explains 75.2% of the variance in purchasing decisions (Adjusted R² = 0.752), highlighting the strong explanatory power of the variables examined. Practically, the findings suggest that marketers should prioritize product quality and optimize social media campaigns to boost customer engagement and loyalty, while reassessing brand perception strategies.

This study aims to analyse the design and optimization of digital marketing to increase the brand awareness of the IdRink MSME through the integration of a website and Instagram. The research employed a Research and Development (R&D) method using the Four-D model (Define, Design, Develop, Disseminate), combined with prototyping techniques and evaluation through blackbox testing. Data were collected through interviews, literature review, observation, Google Analytics, Instagram Insight, and A/B testing questionnaires administered to 100 respondents. The results show that the development of a WordPress-based website and a structured Instagram content plan significantly improved IdRink’s digital performance. Within one month, the audience growth rate increased by 256%, average post reach reached 216%, and website traffic recorded 298 users. Brand awareness measurement indicated brand recognition of 74% and brand recall of 79%, higher than the comparison brand in the local beverage category. These findings indicate that integrating a website and Instagram as a digital marketing strategy is effective in moving IdRink from the unaware-of-brand stage to recognition and recall, expanding market reach, strengthening customer engagement, and building a more professional brand image among young urban consumers. The study recommends maintaining content consistency and utilising digital analytics to support future marketing decision-making.

This study aims to analyze the influence of Multidimensional Service Quality, Perceived Value, and Customer Relationship Management (CRM) on Customer Satisfaction, with Customer Engagement as a mediating variable at Awal Care Veterinary Clinic in East Jakarta. The research background is driven by a significant decline in patient numbers in 2023 and intense competition in the veterinary healthcare sector. This study employs a quantitative correlational approach using purposive sampling, involving 310 respondents who are clients of the clinic. Data were collected through a questionnaire with a 6-point Likert scale, and analyzed using the Structural Equation Modeling Partial Least Squares (SEM-PLS) method. The results indicate that all independent variables service quality, perceived value, and CRM—have a positive and significant influence on both customer engagement and customer satisfaction. Customer engagement is also found to have a significant impact on customer satisfaction. Furthermore, all indirect relationships through the mediation of customer engagement are significant, indicating that customer engagement serves as an important partial mediator. The R² value of 0.646 demonstrates that the model has strong predictive power for customer satisfaction. These findings highlight the importance of strengthening experience-based strategies and fostering emotional and cognitive connections with customers. This study contributes theoretically to the field of service marketing and provides practical implications for veterinary clinic management in enhancing customer satisfaction and loyalty.

This research aims to determine the influence of Content Marketing, Influencer Marketing, and Customer Engagement on the Purchase Decisions of The Face Shop products on the Shopee marketplace. The study adopts a quantitative method with a simple random sampling technique, involving 113 respondents who are consumers of The Face Shop. Data were collected through structured questionnaires and analyzed using SmartPLS 4 and Microsoft Excel 2019 to test the research model. The results indicate that, simultaneously, Content Marketing, Influencer Marketing, and Customer Engagement significantly affect Purchase Decisions, suggesting that the combined effect of these digital marketing strategies plays a crucial role in shaping consumer behavior on e-commerce platforms. However, partial testing shows a more nuanced result: Content Marketing and Customer Engagement have significant positive effects on Purchase Decisions, whereas Influencer Marketing does not show a significant influence. Among the variables tested, Customer Engagement emerges as the most dominant factor, highlighting the importance of fostering strong interactions and long-term relationships between the brand and its customers. The research model is able to explain 59.9% of the variation in Purchase Decisions, with the remaining percentage likely influenced by other external factors such as brand image, price perception, or marketplace features. These findings provide practical implications for marketers, emphasizing the need to prioritize customer engagement strategies and high-quality content marketing in order to drive purchase decisions in highly competitive online marketplaces.

This study is driven by the importance of adopting digital-based marketing strategies in the agribusiness sector, particularly in rural areas such as Pacitan Regency. Y, as a local egg farming enterprise, seeks to enhance its marketing effectiveness through the implementation of   Digital Marketing and digital customer relationship management (CRM). The objective of this study is to examine the influence of these two strategies on egg product marketing. This research employed a quantitative correlational approach, with data collected through questionnaires and interviews. The sample consisted of 97 respondents who are consumers of Y. The results show that both   Digital Marketing and digital CRM simultaneously have a significant effect on improving product marketing.   Digital Marketing plays a role in expanding reach and product appeal by utilizing online platforms and targeted advertising, which helps increase product visibility to a broader audience. Meanwhile, digital CRM is effective in building long-term relationships and customer loyalty by providing personalized services, improving customer engagement, and maintaining communication. These findings imply that the integration of both strategies is highly relevant for micro-enterprises to improve competitiveness in the digital era, as they allow businesses to reach a wider market while fostering strong customer connections. This study also contributes to the development of literature on digital agribusiness marketing and serves as a practical reference for business promotion strategies, especially for small-scale enterprises looking to leverage digital tools for growth.

This study examines the influence of product quality, service quality, and word of mouth on purchase decisions at DNA Spot Café Surakarta, based on 100 randomly selected respondents. Multiple linear regression analysis shows that service quality and word of mouth have a positive and significant effect, while product quality is not significant. The coefficient of determination of 61.3% indicates that the independent variables explain most of the variation in purchase decisions, contributing to marketing management research in the café industry. The results highlight the crucial role of service quality in shaping customer perceptions and driving decision-making in the café industry. High-quality service fosters positive customer experiences, which, in turn, encourage repeat visits and enhance loyalty. Additionally, the significant influence of word of mouth underscores the importance of social interactions and customer recommendations in the decision-making process, especially in a service-based business like a café, where personal experiences are often shared and valued among peer groups. Conversely, the insignificance of product quality suggests that while product standards are important, they may not be the primary driver of purchase decisions at DNA Spot Café. This indicates that customers may prioritize the overall experience, atmosphere, and peer recommendations over product differentiation when choosing where to dine or spend leisure time. These findings contribute to the body of marketing management research, particularly in the context of the café industry, by emphasizing the strategic importance of service excellence and customer engagement strategies to enhance brand reputation and influence consumer behavior. Future research could explore additional factors such as pricing, promotional strategies, and customer loyalty programs to provide a more comprehensive understanding of purchase decision dynamics.