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Mr Oluak is a food stall that provides dishes such as oysters and fried prawns covered in egg and flour. These dishes are inspired by Singaporean cuisine which is commonly known as Oluak / Fried Oyster. For the last 3 years the owner Mr. Oluak grows gradually, starting from product evaluation to employee training so that it can produce products that are more delicious and better known to the local and international community. Mr Oluak is located at HU Foodcourt , Batam Centre. One of the main problems faced if you don't have a strong brand and unique taste is the large number of competitors in the same field. With the increasing operational complexity of Mr. Oluak began to realize the importance of having a more structured and integrated marketing strategy. Therefore, it is hoped that the implementation of this marketing can help overcome existing problems.

This study aims to develop an automated pipeline for data cleaning using Pandas and Scikit-learn. The data cleaning process is often performed manually, requiring a long time and prone to errors. This study uses a quantitative experimental method with a dataset of 100,000 rows of e-commerce transaction data. The results show that the automated pipeline reduces missing values by 95.7% and outliers by 91.7%, and accelerates processing time by 35% compared to manual methods. The distribution of data after cleaning becomes more stable, allowing for more accurate analysis. This study contributes to the development of a more efficient and accurate automated data cleaning approach.Keywords: Systematic Literature Review, Artificial Intelligence and Marketing Strategy.

This research discusses the communication strategy between sellers and buyers on social media as part of an effective marketing strategy. Social media has become a key platform in modern marketing due to its ability to create direct interaction and build relationships between sellers and buyers. The communication strategies applied include the use of relevant content, personal approach, quick response, and utilization of interactive features of social media. The results show that effective communication can increase customer engagement, build trust, expand market reach, and drive increased sales. However, there are challenges in maintaining communication consistency and facing increasing competition in the digital world. Therefore, an innovative and customer-focused approach is required to achieve success in marketing through social media. Communication strategies between sellers and buyers on social media play an important role in supporting the success of marketing strategies in the digital age. Social media has evolved into a major platform for direct interaction between sellers and buyers, offering ease of access, wide reach, and cost-effectiveness compared to traditional marketing methods. This research explores the various communication strategies used by sellers to build relationships with buyers, including the use of relevant and engaging content, a data-driven personalized approach, and prompt responses to customer needs and questions. This research concludes that an effective communication strategy on social media serves not only as a promotional tool, but also as a means to build long-term relationships between sellers and buyers. With the right approach, social media can be a powerful platform to support marketing success, increase customer satisfaction, and achieve overall business goals.

This research aims to determine and analyze the influence of marketing mix and brand image as a marketing strategy. Before marketing activities occur, it is important for business actors, in this case weaving SMEs in Bima City, to know buyer behavior first to know what strategies will be implemented to market woven products. Determining a marketing strategy through a marketing mix that is right on target and increasing the brand image of woven products can increase consumer purchasing decisions as well as an effort to maintain the existence of local products in Bima City. The type of research in this research is quantitative. The method used in this research is an explanatory survey approach, namely through collecting data from respondents. The research instrument used was a questionnaire with a Likert scale containing a list of questions for respondents to answer. The sample in this study amounted to 200 people. Then, to test the research, it was carried out with the help of Smart Partial Least Square (SmartPLS) Software. The research results marketing mix and brand image have a significant influence on the decision to purchase woven fabric as an effort to maintain the existence of local products in Bima City

Jati Village has a unique potential in processing organic waste into Liquid Organic Fertilizer (POC). The waste processing is an effort to preserve the environment and also provide added economic value to the local community. However, in making sales, the community in Jati Village has not implemented the right marketing strategy. Digital marketing offers various tools and platforms that can be used to promote POC. Digital marketing strategies that can be applied include the use of social media such as Instagram, Facebook, Tiktok and Youtube to promote POC through interesting and educational visual content, as well as direct interaction with consumers. By implementing digital marketing strategies, Jati Village can increase the visibility of their POC products, expand their customer base, and increase revenue. This can support the SDGs program, especially point 8, namely Equitable Village Economic Growth. Utilizing technology for marketing can help POC sales sell evenly.

This research aims to analyze brand image and product quality on purchasing decisions for Eiger products in the city of Surabaya. This research uses quantitative methods with questionnaire distribution techniques. Data was collected from respondents in the city of Surabaya, obtaining 75 respondents who purchased Eiger products. The results of the analysis carried out using SPSS in the t test show that brand image influences purchasing decisions with a t-value of 3,642 > ttable 1.9929 with a significance of 0.001 < 0.05 and product quality influences purchasing decisions with a t-count of 4,762 > ttable 1.9929 with a significance of 0.000 < 0.05. Meanwhile, the results of the f test show that brand image and product quality have a simultaneous influence on purchasing decisions with the calculated F value of 95.935 > F table 3.9739 with a significance of 0.000 < 0.05, which means that the brand image and product quality variables influence purchasing decisions. The findings of this research indicate that brand image and product quality are important factors that Eiger products need to consider in developing their marketing strategy.    

The community service program aims to improve branding capabilities in Micro, Small and Medium Enterprises (MSMEs). In the digital era, MSMEs face big challenges in marketing their products effectively. For this reason, this program is designed to provide comprehensive training and assistance in building a strong brand and an effective digital marketing strategy. Athakiela Kitchen, as one of the MSMEs in Wiyung District, has not yet carried out branding for its business. The focus of this service is to help Kitchen Athakiela MSMEs implement good branding using digital marketing. The service method used is through counseling and training on branding and digital marketing. The results obtained from this service were the creation of the Athakiela Kitchen branding by creating an MSME logo, product labels, banners and product photos. Athakiela Kitchen can also market its products through the Instagram account that has been created.

PT. Bakool Nusantara is a startup that provides fresh vegetable products with an online BTB and BTC business concept. This research aims to enhance brand recognition and introduce the Bakool Apps application to PT. Bakool Nusantara customers through the design of motion graphic videos as a marketing medium. The company has encountered challenges in effectively introducing the Bakool Apps brand and application to customers, thus requiring innovation in marketing strategy. This study employs a case study method at PT. Bakool Nusantara to gain a comprehensive understanding of the company's challenges. Subsequently, the research focuses on the design of motion graphic videos as a solution to enhance brand recognition and introduce the Bakool Apps application. The use of motion graphic techniques is expected to provide an engaging and effective visual experience in conveying information to customers. The validation results from expert assessments of the motion graphic video product obtained a score of 4.7 out of 5, indicating high validity. Similarly, expert assessments of content validity yielded a score of 4.7 out of 5, suggesting high validity as a marketing media tool. User validation results also scored 4.652 out of 5, indicating high effectiveness for use. Thus, based on expert and user validation results, the produced video product is deemed valid and suitable for production as a product. Keywords: Motion Graphic, Video, Media Marketing

This research is a synthesis of various sources of information, including research journals, articles, books and TikTok content from the @iben_ma account. The main focus of the research is on the concept of Marketing Strategy, utilization of the TikTok platform and Content Marketing strategy. By combining data from various sources, this research aims to provide a comprehensive understanding of the use of TikTok as an effective marketing tool, especially in the context of marketing products such as Indonesian Sambal Bakar which is promoted by the owner directly @iben_ma. The research results show that the promotional strategy used by @iben_ma on TikTok for Sambal Bakar Indonesia was successful in increasing brand awareness, building positive consumer perceptions, and strengthening relationships with the audience.

This study aims to analyze the influence of distribution channels on the sales volume of sheep at Taznika Farm. The research method used was a survey of sheep farmers. The results showed that the distribution channel has a significant effect on sheep sales volume. Direct distribution from producer to end consumer is more effective in increasing sales volume compared to indirect channels. Developing and optimizing both direct and indirect distribution channels can expand marketing reach and increase sheep sales at Taznika Farm. Further research is needed to identify other factors affecting sales volume to inform a more comprehensive marketing strategy.

In the modern era, competition in business and business has become very tight, especially in the cafe business, many cafes have emerged, one of which is in the Kediri area. Kediri City is a small city that has many cafe business people and is not far behind the existing cafes. in big cities, therefore cafe owners have to think hard to be able to innovate and determine the right marketing strategy. A business that people are very interested in is cafes because consumers almost every day visit cafes not only to enjoy a cup of coffee but there are also those who want to enjoy the facilities available. The intense competition in the cafe business that is currently emerging has resulted in a problem often faced by business people, the first of which is a lack of attention to marketing strategies. "This is because in concept, one way to achieve business goals is to know what the needs and desires of consumers or target markets are and provide the expected satisfaction more effectively and efficiently than competitors" (Kolter and Keller, 2013: 18).

The digital transition in various fields including the economy, provides opportunities for MSMEs to conduct research on marketing strategies that are now being developed to participate in the transformation of the marketing economy. Social media is often utilized to increase brand awareness, and even support business growth. Instagram is the most popular social media platform utilized by business owners to promote their products. The research methodology used in this research is a qualitative research design that produces descriptive data. The data collection method of this research is by conducting observations, interviews, and documentation. A business must implement a marketing strategy to ensure that their marketing activities are successful, this is the most important aspect of a marketing strategy. The results of interviews conducted directly show that the digital marketing strategy implemented by Bancreps has succeeded in increasing user satisfaction on Instagram. The digital marketing strategy implemented by Bancreps includes planning, implementing, and monitoring to increase sales of the company's products.

The digital transition in various fields including the economy, provides opportunities for MSMEs to conduct research on marketing strategies that are now being developed to participate in the transformation of the marketing economy. Social media is often utilized to increase brand awareness, and even support business growth. Instagram is the most popular social media platform utilized by business owners to promote their products. The research methodology used in this research is a qualitative research design that produces descriptive data. The data collection method of this research is by conducting observations, interviews, and documentation. A business must implement a marketing strategy to ensure that their marketing activities are successful, this is the most important aspect of a marketing strategy. The results of interviews conducted directly show that the digital marketing strategy implemented by Bancreps has succeeded in increasing user satisfaction on Instagram. The digital marketing strategy implemented by Bancreps includes planning, implementing, and monitoring to increase sales of the company's products.

The development of internet technology has initiated the era of industrial revolution 4.0 in the current digital era, where easy and fast access to information has changed the marketing paradigm. The aim of this research is to find out how effective digital marketing strategies are for tenants to reach new markets, the challenges they face when implementing them, how tenants understand the behavior and preferences of target markets in a digital context, and evaluate how effective digital marketing strategies are. In addition, the role of content and platforms in expanding the market will be discussed. This research method is descriptive qualitative, data collected through structured interviews and direct observation with tenants. The research results show that content that is innovative, informative and relevant to the target audience is very important for the success of a tenant's digital marketing strategy. Additionally, it is very important to understand the behavior and preferences of the target market. Tenant measures the success of their strategy by looking at web traffic, revenue, leads, and customer engagement. Primary focus is given to creating high-quality content and developing effective marketing strategies by understanding customer behavior and using appropriate technology. Digital content marketing strategies have proven effective in increasing tenant brand visibility in new markets. This research provides deeper insight into the digital marketing strategies used by tenants, as well as how these strategies can be adapted to the needs and preferences of the target audience to achieve marketing goals.