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This study explores the role of sentiment analysis as a predictive tool for understanding and forecasting product launch success in the digital market. Sentiment analysis involves the classification of consumer sentiment expressed on social media platforms such as Twitter and Instagram, and it can significantly impact businesses by predicting consumer behavior and product performance. The research highlights the relationship between social media sentiment and product success, demonstrating that positive sentiment is strongly correlated with higher sales and consumer engagement, while negative sentiment can lead to declines. Machine learning models, including Support Vector Machines (SVM) and Random Forest, were employed to classify sentiment from large volumes of social media data and correlate it with product performance indicators such as sales volume and consumer interaction. The study found that sentiment analysis models were highly effective in predicting product success, with positive sentiment generally driving product profitability and negative sentiment posing a potential threat to brand reputation. Moreover, the analysis showed that social media sentiment provides real-time insights into consumer perceptions, enabling businesses to quickly adjust marketing strategies and product development plans. These findings underscore the importance of integrating sentiment analysis into product launch evaluations and strategic decision-making. Future research should explore the integration of sentiment analysis with other predictive market models and investigate the effects of fake reviews and post-purchase consumer behaviors on product success.

This research was conducted with the aim of finding out the influence of promotions and Brand Image on purchasing decisions in Lazada Indonesia e-commerce. The method in this research uses a quantitative method, which means a research process that uses numbers as a tool to analyze Lazada Indonesia purchasing decisions. The type of research in this research uses verification research, namely research that explains cause and effect relationships. The population in this research is all consumers who make purchases at Lazada Indonesia using questionnaire distribution techniques. Brand Image has a positive and significant influence on purchasing decisions on Lazada Indonesia e-commerce.

The aim of this research is to find out whether lifestyle, trust and security influence purchasing decisions through the Lazada application among students at the UKI Toraja Faculty of Economics. The data collection procedure for this research was to distribute questionnaires to 100 students at the Uki Toraja Faculty of Economics. Quantitative analysis of data with simple regression tests. The research results show that partially and simultaneously, lifestyle, trust and security variables influence purchasing decisions on the Lazada application.

Research on the influence of product attributes, celebrity endorsers and perspective value on purchasing decisions for Nivea Handbody products in Semarang City. The expected aim of this research is to analyze the influence of product attributes on Perceive value, as well as to analyze the influence of Endorsers on Perceive value. With the population of all consumers who purchased Nivea Handbody Products, the exact number is not known, so the sampling technique used in this research is purposive sampling, namely a sample collection method based on research objectives with a total of 100 people. The data analysis technique used is Path linear regression analysis to analyze the influence of Product and Endorser Attributes on Purchase Intention with Perceive value as the intervening variable for the test tool used and adapted to the research model. The regression equation used is Model 1, namely the influence of Product Attributes and Endorsers on Perceive value. Model 2 is the influence of Product Attributes, Endorser and Perceive value on Purchase Intention. Based on the results of the research that has been carried out, it can be concluded that product attributes influence perceived value in a positive direction, meaning that if product attributes increase, then perceived value increases, Endorsers influence Perceive value in a positive direction, meaning that if endorsers increase, then Perceive value increases, Product attributes influence Purchase intention in a positive direction, meaning that if product attributes increase, then purchase intention increases, Endorsers influence Perceive value in a positive direction, meaning that if endorsers increase, then purchase intention increases, Perceive value influences Purchase intention in a positive direction, meaning that if Perceive value increases, Purchase intention increases. Perceive value has the most dominant influence on Purchase intention. Product and Endorser attributes have a direct influence on Purchase intention through Perceive value.  

Research on the influence of product attributes, celebrity endorsers and perspective value on purchasing decisions for Nivea Handbody products in Semarang City. The expected aim of this research is to analyze the influence of product attributes on Perceive value, as well as to analyze the influence of Endorsers on Perceive value. With the population of all consumers who purchased Nivea Handbody Products, the exact number is not known, so the sampling technique used in this research is purposive sampling, namely a sample collection method based on research objectives with a total of 100 people. The data analysis technique used is Path linear regression analysis to analyze the influence of Product and Endorser Attributes on Purchase Intention with Perceive value as the intervening variable for the test tool used and adapted to the research model. The regression equation used is Model 1, namely the influence of Product Attributes and Endorsers on Perceive value. Model 2 is the influence of Product Attributes, Endorser and Perceive value on Purchase Intention. Based on the results of the research that has been carried out, it can be concluded that product attributes influence perceived value in a positive direction, meaning that if product attributes increase, then perceived value increases, Endorsers influence Perceive value in a positive direction, meaning that if endorsers increase, then Perceive value increases, Product attributes influence Purchase intention in a positive direction, meaning that if product attributes increase, then purchase intention increases, Endorsers influence Perceive value in a positive direction, meaning that if endorsers increase, then purchase intention increases, Perceive value influences Purchase intention in a positive direction, meaning that if Perceive value increases, Purchase intention increases. Perceive value has the most dominant influence on Purchase intention. Product and Endorser attributes have a direct influence on Purchase intention through Perceive value.  

The digital age is evolving quickly right now. The surge in electronic transactions has also caused customers to migrate to online shopping, specifically e-commerce. Customers are interested in purchasing when engaging marketing content is available, and they are also less likely to hesitate when purchasing from well-known brands. This study looks at factors related to content marketing, brand perception, decisions, and purchases that are influenced by purchase intention. Data was gathered via a Google Form survey from 100 respondents. analysis of data with the SEM smartPLS 3.0 program. The study's findings indicate that while brand image has no effect on decisions to buy, marketing content does affect interest and interest in buying influences decisions to buy. Purchase interest is not a mediator between decisions and the impact of marketing information.  

This study aims to determine the influence of online customer reviews, online customer ratings, and live streaming features on the purchase decisions of fashion products on the Shopee marketplace in the Surakarta region. This research was conducted in October 2023. The number of samples in this study was 147 respondents from Shopee users in Surakarta. Sampling is done using the purposive sampling method. The data collection technique used in this study is the quantitative method of distributing questionnaires online through social media. Multiple regression is the analysis method used in this study. The results of this study show that online customer reviews, online customer ratings, and live streaming features partially have a significant positive influence on the purchase decisions of fashion products in Surakarta.

This research is to find out how to analyze the factors that encourage consumers to make purchases at Ecky Stores, North Toraja Regency. This type of research uses quantitative descriptive research where researchers encourage consumers to make purchases at Ecky Stores, Toraja Regency. The results of this study indicate that for the cultural factor variable, the tcount is 0.613 < ttable 1.721 and the significant level is 0.546 > 0.05, thus H1 is rejected. The results of the analysis for the completeness factor of the product are proven by the statistical results of the t-test for the dimensions of product completeness of 0.003 <0.05 and the tcount value of 1.342 > ttable 1.721 and the regression coefficient has a positive value of 0.325, so research proves that H2 product completeness factor (X2) is accepted and the results of the analysis for the price factor variable obtained a number of 0.389 > 0.05 and a tcount value of 0.880 <ttable 1.721 thus the H3 price factor (X3) is rejected.

The problem of self-love is still a social issue in society. Somethinc complements management company by creating a #RespectMyBody campaign as a form of concern for that issue. Through this campaign, Somethinc invites people to take care of their bodies as a form of appreciation and self-love. Through the #RespectMyBody campaign, Somethinc released a new product in the form of bodycare. Therefore, it is necessary to rebuild brand awareness. The purpose of this research is to find out how much influence the message of the #RespectMyBody public relations campaign has on bodycare Something brand awareness. The theory used in this research is Persuasive Public Relations Campaign Messages (Message Structure, Message Content, Framing, Language, Emotional Attraction). As well as Brand Awareness (Brand Recall, Brand Recognition, Purchase Decision, Consumption). This study uses a quantitative approach and survey method by distributing questionnaires to 98 samples determined using Taro Yamane calculations with probability sampling techniques. The measurement results for the X variable were 3.66 and the Y variable was 3.64. Meanwhile, the influence is 62.3%, while the remainder is 37.7%. By proving that there is an influence, the results of the hypothesis test obtained tcount 20.326 > ttable 1.661, then H0 is rejected and H1 is accepted, which means the regression coefficient is significant, namely that there is an influence between the #RespectMyBody public relations campaign message on Somethinc bodycare brand awareness.

Purchasing decisions are one part of the consumer's response to whether or not to buy a product, from several factors that can influence consumers to buy a product where consumers consider halal labels and product brand images that are already known among generation Z women and halal awareness factors that consumers have when they want to make a purchase decision. This study aims to determine and analyze the influence of halal labels, halal awareness and brand image on the purchase decision of Wardah cosmetic products in generation Z Muslim women. The research method used is quantitative descriptive. The results showed that halal labels, halal awareness, and brand image had a positive and significant effect on the purchase decision of Wardah cosmetic products in generation Z Muslim women. In testing the classical assumptions of this study are normally distributed, heteroscedasticity does not occur, and multicollinearity.

The development and the increasing number of business actors engaged in the industrial sector has resulted in competition in business becoming increasingly sharp and competitive, both in terms of quality, price and the way promotions are carried out. The purpose of this study was to determine the effect of product quality, service quality, price and promotion on purchasing decisions for FEZ Racing Exhaust brand exhaust. The method used is a quantitative method. The population in this study were consumers who purchased FEZ Racing. The sample used was 80 respondents who were selected using a convenience sampling technique. Data analysis used using multiple linear regression analysis. The results of the study prove that simultaneously product quality, service quality, price, promotion influence purchasing decisions. In partial variable testing for the variable product quality, service quality, price, promotion proves that there is a positive and significant influence on the purchase of FEZ Racing Exhaust brand exhaust.                                                                            

ST HALIJA, 2023. "The influence of brand ambassadors and TikTok social media marketing on the decision to purchase Scarlett Whitening among Management Study Program students" Thesis of the Management Study Program, Faculty of Economics and Business, Makassar State University. Supervised by Mrs. Hety Budiyanti and Mr. M. Ilham Wardhana Haeruddin.This research aims to determine the influence of brand ambassadors and TikTok social media marketing on purchasing decisions for Scarlett Whitening. The variables studied are brand ambassador and social media marketing as independent variables and purchasing decisions as the dependent variable. The population in this study were active students of the Management Study Program at Makassar State University with a sample using purposive sampling of 100 people. This research is quantitative research which was tested using the multiple linear regression method via SPSS 23.The results of this research show that brand ambassadors partially have a positive effect of 0.115 but are not significant on purchasing decisions with a significance value of 0.229 > 0.05, social media marketing partially has a positive effect of 0.765 and is significant on purchasing decisions with a significance value of 0.000 < 0.05. Simultaneously, brand ambassadors and TikTok social media marketing influence purchasing decisions with a significance value of 0.000 < 0.05.

The purpose of this study was to determine how Price discount and Electronic Word Of Mouth influence the Purchase Decision of Cinema Tickets through M-TIX. This study uses a descriptive type of analysis with quantitative methods. The entire Garut community became the population in this study, while 100 respondents became the sample.  Saturated samples were used in this study.  The data was collected using a questionnaire and analyzed using SPSS multiple regression analysis on Windows 25.0. The results showed that Price discount and E-Word Of Mouth can explain the Purchase Decision variable by 73.3%, while the remaining 26.7% is explained by other variables not included in the model.

The aims of this study are as follows: (1) To examine how products impact customers' purchasing choices at Golden IT Store Banjarmasin. (2) To analyze the impact of pricing on customers' purchasing decisions at Golden IT Store Banjarmasin. (3) To assess how the location influences customers' purchasing decisions at Golden IT Store Banjarmasin. (4) To test the influence of promotions on customers' purchasing decisions at Golden IT Store Banjarmasin. (5) To comprehensively evaluate the collective influence of products, pricing, location, and promotions on customers' purchasing decisions at Golden IT Store Banjarmasin. This research employs a quantitative approach involving the population of CVs. Golden IT Store Banjarmasin, with a sample of 31 respondents. Quantitative data analysis was conducted. The results of this study indicate that: (1) Products significantly impact purchasing decisions at CV. Golden IT Store. (2) Prices significantly impact purchasing decisions at CV. Golden IT Store. (3) The influence of location on purchasing decisions at CV. Golden IT Store is found to be statistically insignificant. (4) The effect of promotions on purchasing decisions at CV. Golden IT Store is relatively insignificant. (5) Collectively, products, promotions, pricing, and location have a substantial impact on purchasing decisions at CV. Golden IT Store.

Consumer decision-making is an integration process that uses information to assess and choose one of two or more alternative actions. This integration process yields a choice, which is presented cognitively as a desire to act. The fall in sales over the last two years undermines this study. This drop in sales is attributed to the absence of social media, which corresponds to the 6C: context, content, community, customization, communication, commerce, and connection, as well as changes in consumer perception of product quality, which leads to a decrease in purchasing decisions.According to the findings of this study, customers rate the usage of social media and product quality as pretty excellent, and they

This study aims to analyze the influence of Social Media Marketing mediated by word of mouth on purchasing decisions at the JajanDaging Online Store. Many companies are switching from conventional promotional media to digital promotional media in marketing their products, because most Indonesian people already have internet access. Social media is one of the media that can be used to carry out promotional activities using the internet. The use of Instagram social media will form an effective marketing communication strategy, namely word of mouth. This research is a quantitative research using non-probability sampling techniques using questionnaires to collect data. The number of samples taken was 114 respondents, the JajanDaging consumers in the cities of Jakarta, Bogor, Depok, Tangerang and Bekasi. The analysis technique used is the Sobel test using path analysis and the VAF test. Based on the results of the analysis it was found that social media marketing variables had a positive and significant effect on purchasing decisions for JajanDaging consumers, social media marketing variables had a positive and significant effect on word of mouth for JajanDaging consumers, word of mouth variables had a positive and significant effect on purchasing decisions for JajanDaging consumers , and the word of mouth variable significantly mediates the relationship between social media marketing and purchasing decisions for JajanDaging consumers.

This literature study aims to introduce the main fundamental analysis and stock valuation methods that daily equity traders apply in choosing stocks for their active equity portfolios. Daily equities traders rely mostly on technical charts and other tools to identify patterns that can suggest potential activity without assessing a stock’s intrinsic value for trading decisions. Chart analysis is designed to find trades with high probability outcomes by establishing precise price targets. The goal of this technical paper is to emphasize the significance of fundamental analysis in the investment choices of daily traders. Fundamental analysis is based on the careful comparisons of a stock’s intrinsic value to the current market price. If the stock’s intrinsic value is higher than the market price, it is reasonable for a fundamental investor/trader to purchase the stock. This paper endorses the idea that using both investment techniques would result in more successful investing decisions for equities traders.

This study conducts a thorough examination of the factors influencing consumer purchasing interest in the snack market, utilizing Mr. Fathoni Jr's Gajahan Leker as a case study. The research focuses on the analysis of the impact of price, flavor choices, and location on consumer purchasing preferences within the context of Leker products.By gathering data through surveys conducted using questionnaires and statistical analysis, the research discovers that the price of Mr. Fathoni Jr's Gajahan Leker plays a significant role in shaping consumer purchasing interest. Additionally, the various flavor choices offered by this brand also have a positive impact on purchasing preferences.The strategic placement and good accessibility of locations are proven to be key factors in attracting consumer purchasing interest. The success of Mr. Fathoni Jr's Gajahan Leker in leveraging strategically located sites to reach their target market contributes significantly to consumer purchasing interest.This study provides profound insights for business owners, marketers, and strategic decision-makers in the snack industry. By understanding the complex interactions between price, flavor choices, and location, Mr. Fathoni Jr can devise more effective strategies to enhance consumer purchasing interest, strengthen their brand, and support long-term business growth.

Wardah has built a reputation for itself as a manufacturer of premium, halal cosmetics in an effort to attract a wider audience and increase sales. Finding out how BPOM and Halal labels affect product quality and customer happiness among Wardah cosmetics customers is one goal of this study; another is to determine whether factors related to price influence the buying decision of those who purchase Wardah cosmetics. As part of the research, 105 people who regularly use Wardah cosmetics were asked to fill out a survey. Consumer satisfaction with Wardah cosmetics was shown to have a favorable and statistically significant effect on overall satisfaction. Furthermore, customer satisfaction with Wardah cosmetics was positively and significantly affected by the brand image variable. A similar favorable and statistically significant relationship existed between service quality and customer happiness with Wardah cosmetics. In addition, customer satisfaction with Wardah cosmetics was positively and significantly impacted by the following factors: product quality, brand image, and service quality.

This observation was made to determine the influence of product quality on the purchase decision of Iphone products among Surakarta residents. This observation used quantitative methods using manual data obtained by distributing documents or questionnaires and collecting responses from a sample of 59 participants. This observation uses Intelligent Partial Least Squares (PLS) analysis to evaluate the hypothesis, as well as using a quantitative approach. Based on the results of the Smart PLS analysis test conducted, it shows that product quality has a positive or significant effect on purchasing decisions.