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"Penelitian ini membahas faktor-faktor yang berpengaruh terhadap intensi pembelian dan ekuitas merek yang dimiliki oleh online influencer dalam menggunakan fitur siaran langsung pada aplikasi TikTok di Indonesia. Penelitian ini melaksanakan survei terhadap 248 responden yang berusia 18 hingga 24 tahun, pernah menggunakan fitur live streaming di TikTok dan berdomisili di Indonesia. Adapun metode penyebaran kuesioner dilakukan secara online menggunakan Google Form dan dianalisis menggunakan Structural Equation Modeling (SEM) dengan software pengolahan data LISREL dan SPSS. Hasil dalam penelitian ini menunjukkan bahwa ideal-self congruity pada self-congruity theory dan virtual interactivity terbukti memengaruhi online influencer’s brand equity secara signifikan yang selanjutnya akan berpengaruh terhadap purchase intention melalui brand awareness, brand image, dan brand loyalty secara berurutan.

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This study discusses the factors that influence purchase intention and brand equity owned by online influencers through the usage of live streaming features on the TikTok app in Indonesia. This study conducted a survey of 248 respondents aged 18 to 24 years, ever used live streaming feature in TikTok, and lived in Indonesia. The questionnaire distribution method was collected online using Google Form and analyzed using Structural Equation Modeling (SEM) with LISREL and SPSS data processing software. The results in this study show that ideal self-congruity in self-congruity theory and virtual interactivity are proven to significantly affect online influencer's brand equity which will further affect purchase intention through brand awareness, brand image, and brand loyalty respectively."

"TikTok Shop, sebagai social commerce nomor satu di Indonesia, menghadirkan pengalaman baru dalam berbelanja secara online melalui live streaming shopping. Ini memungkinkan aktivitas jual beli dilakukan secara real time yang kemudian menjadi faktor online purchase intention. Salah satu toko yang mengadaptasi teknik ini dan berhasil adalah merek produk fashion lokal Swepo. Swepo berhasil memaksimalkan seluruh fitur live streaming shopping dengan memanfaatkan event Hari Belanja Online Nasional untuk meningkatkan penjualannya. Makalah ini dengan tujuan untuk mengetahui bagaimana fenomena live streaming shopping dimanfaatkan melalui strategi komunikasi pemasaran merek produk fashion lokal Swepo. Qualitative Content Analysis digunakan sebagai metodologi pada analisis ini. Hasil analisis menunjukkan bahwa online purchase intention meningkat melalui interactivity, perceived credibility, perceived attractiveness, argument quality, dan price awareness yang tumbuh akibat kemampuan komunikasi host dalam berinteraksi dengan penonton.

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TikTok Shop, as the number one social commerce in Indonesia, presents a new experience in shopping online through live streaming shopping. This allows buying and selling activities to be carried out in real time which then becomes a factor of online purchase intention. One store that has adapted this technique and been successful is local fashion brand Swepo. Swepo managed to maximize all of its live streaming shopping features by taking advantage of the National Online Shopping Day event to increase its sales. This paper aims to find out how the phenomenon of live streaming shopping is exploited through the marketing communication strategy of the local fashion brand Swepo. Qualitative Content Analysis is used as the methodology in this analysis. The results of the analysis show that online purchase intention increases through interactivity, perceived credibility, perceived attractiveness, argument quality, and price awareness which grows due to the host's communication skills in interacting with the audience."

"Meningkatnya kesadaran terhadap penggunaan produk perawatan kulit di masyarakat membuat banyak brand perawatan kulit yang muncul dan membuat semakin meningkatnya persaingan di industri kecantikan. Pemanfaatan saluran yang dapat membantu meningkatkan penjualan pun dilakukan oleh brand perawatan kulit salah satunya pada platform live stream shopping. Dalam meningkatkan penjualan dan menumbuhkan ketertarikan konsumen selama live stream shopping berlangsung, interaksi yang terjadi dapat menumbuhkan interpersonal relationship yang dapat mengarah pada tumbuhnya minat beli di antara pelanggan. Oleh karena itu, penelitian ini dilakukan untuk menganalisis pengaruh dimensi-dimensi interpersonal interaction terhadap purchase intention melalui initial trust sebagai variabel mediasi pada penonton live streaming Tiktok Shop Skintific. Penelitian ini merupakan penelitian kuantitatif dengan teknik pengumpulan data melalui survei berbentuk kuesioner Google Form yang disebarkan pada media sosial. Data yang terkumpul sebanyak 110 responden yang kemudian diolah dengan menggunakan IBM SPSS dan SmartPLS 4.0. Metode analisis yang digunakan adalah analisis statistik deskriptif dan analisis statistik inferensial dengan metode Partial-Least Square Structural Equation Modelling (PLS-SEM). Hasilnya menunjukkan bahwa dimensi perceived expertise, perceived similarity, dan perceived likeability memiliki pengaruh positif dan signifikan terhadap initial trust. Initial trust memiliki peran mediasi pada perceived expertise, perceived similarity, dan perceived likeability terhadap purchase intention tetapi tidak memiliki peran yang signifikan terhadap perceived familiarity

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The increasing awareness of skincare usage in society has led to the emergence of numerous skincare brands, intensifying competition in the beauty industry. Skincare brands are also utilizing various channels, such as the live stream shopping platform, to enhance sales. By engaging in live stream shopping, brands aim to boost sales and capture consumer interest. The interactions taking place during these live streams can foster interpersonal relationships, thereby stimulating customers' purchasing inclination. Hence, this study aims to analyze the impact of interpersonal interaction dimensions on purchase intention, with initial trust serving as the mediating variable, among the audience of the TikTok Shop Skintific live streaming platform. This research adopts a quantitative approach, employing a survey method facilitated through a Google Form questionnaire distributed on social media. The survey collected responses from 110 participants, and the data were subsequently analyzed using IBM SPSS and SmartPLS 4.0. The analytical techniques employed encompass descriptive statistical analysis and inferential statistical analysis, specifically utilizing the Partial Least Square Structural Equation Modeling (PLS-SEM) method. The findings reveal that perceived expertise, perceived similarity, and perceived likeability significantly and positively influence initial trust. Initial trust plays a mediating role in the relationship between perceived expertise, perceived similarity, and perceived likeability toward purchase intention, while it does not significantly mediate perceived familiarity."

"Perkembangan media sosial dimanfaatkan oleh pemilik brand maupun marketer menjadi channel untuk berkomunikasi dan berinteraksi dengan konsumen. Tidak sedikit perusahaan yang bekerjasama dengan influencer sebagai source of message untuk menawarkan produk atau brand. Namun pemilihan influencer yang tepat bukanlah hal yang mudah. Beberapa fenomena yang terjadi, pelaku usaha mendapatkan hasil yang kurang efektif dari penggunaan influencer marketing. Selain itu, dari literasi sebelumnya didapatkan bahwa kegagalan menemukan keseimbangan antara influencer dan brand dapat menghasilkan citra terbalik, yang menyebabkan kebingungan pelanggan dan sikap negatif terhadap brand. Penelitian dilakukan untuk menjawab fenomena dan permasalahan yang ada dengan mengidentifikasi faktor yang mempengaruhi attitude toward influencer di media sosial dan mencari tahu pengaruhnya terhadap brand attitude dan purchase intention. Penelitian ini merupakan pengembangan dari Theory of Planned Behavior dan elaborasi dari penelitian yang sudah ada sebelumnya dengan menggunakan Structure Equation Modelling (SEM). Hasil penelitian menunjukkan faktor-faktor yang dapat mempengaruhi attitude toward influencer diantaranya perceived credibility, trust, perceived expertise, perceived congruence, dan influencer-brand congruence. Selain itu, didapatkan bahwa attitude toward influencer berpengaruh positif terhadap brand attitude dan purchase intention. Secara praktis penelitian ini memberikan gambaran bagi pelaku usaha dan pemasar mengenai faktor-faktor yang mempengaruhi sikap konsumen Indonesia terhadap influencer sehingga dapat memilih influencer yang tepat dan memberikan dampak positif terhadap brand attitude dan purchase intention. Hal ini juga membantu pelaku usaha dan pemasar untuk memahami kontribusi influencer marketing terhadap brand attitude dan purchase intention.

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The development of social media is used by brand owners and marketers as a channel to communicate and interact with consumers. Many companies have collaborated with influencers as a source of message to offer a product or brand. But choosing the right influencer is not an easy thing. Some phenomena that occur, business actors get less-effective results from the use of influencer marketing. In addition, from previous literature it was found that failure to find a balance between influencers and brands can result in a reversed image, which causes customer confusion and negative attitudes towards the brand. The research was conducted to answer existing phenomena and problems by identifying factors that influence attitudes toward influencers on social media and finding out their influence on brand attitudes and purchase intentions. This research is a development of the Theory of Planned Behavior and an elaboration of previous research using Structure Equation Modeling (SEM). The results of the study show that the factors that can influence attitudes toward influencers include perceived credibility, trust, perceived expertise, perceived congruence, and influencer-brand congruence. In addition, it was found that attitude toward influencers had a positive effect on brand attitude and purchase intention. Practically, this research provides an overview for business actors and marketers regarding the factors that influence Indonesian consumers' attitudes towards influencers so that they can choose the right influencer and have a positive impact on brand attitude and purchase intention. It also helps businesses and marketers to understand the contribution of influencer marketing to brand attitude and purchase intention."

"Live streaming commerce di seluruh dunia terus berkembang pesat selama beberapa tahun terakhir, tak terkecuali di Indonesia. Live streaming merupakan model bisnis yang berkembang dari social commerce, di mana penjual di pasar online dapat berinteraksi secara langsung dengan konsumennya. Penelitian ini bertujuan untuk meneliti bagaimana live streaming dapat mempengaruhi niat beli konsumen terhadap produk kosmetik di pasar online. Berdasarkan signaling theory dan uncertainty literature, penelitian ini berfokus pada dua sinyal yang disampaikan oleh broadcaster (penyiar) live streaming kepada konsumen yaitu physical characteristic similarity melalui vicarious product trials dan value similarity melalui instant interaction yang mampu mengurangi product uncertainty dan meningkatkan trust bagi konsumen yang merasa memiliki kemiripan karakteristik fisik dan nilai-nilai dengan broadcaster (penyiar). Sampel yang digunakan dalam penelitian ini adalah wanita yang merupakan pengguna aktif media sosial TikTok, berusia 18-34 tahun, berdomisili di Jabodetabek, dan pernah menonton sesi live streaming official account brand kosmetik di TikTok dalam kurun waktu 3 hari terakhir. Terdapat sebanyak 243 responden kuesioner yang berhasil dikumpulkan yang selanjutnya data diolah dengan metode Partial Least Square - Structural Equation Modeling (SEM) dan menggunakan software SmartPLS. Hasil penelitian ini menunjukkan bahwa Perceived Physical Characteristic Similarity memiliki pengaruh negatif terhadap Perceived Product Fit Uncertainty dan Perceived Value Similarity memiliki pengaruh positif terhadap Perceived Trust. Selanjutnya, Perceived Trust memiliki pengaruh negatif terhadap Perceived Product Fit Uncertainty dan Perceived Product Quality Uncertainty. Kemudian, ditemukan bahwa Perceived Product Fit Uncertainty dan Perceived Product Quality Uncertainty masing-masing memiliki pengaruh negatif terhadap Purchase Intention serta Perceived Trust memiliki pengaruh positif terhadap Purchase Intention.

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Live streaming commerce around the world has continued to grow rapidly over the last few years, and Indonesia is no exception. Live streaming is a new business model that evolved from social commerce, where it enables online sellers face and interact directly with its consumers. allows vendors to directly face and interact with consumers in online market. This study aims to examine how live streaming can affect female’s purchase intention for cosmetic products in online market. On the basis of signaling theory and uncertainty literature, this study focuses on two signals that live streaming broadcasters convey to consumers, namely broadcasters’ physical characteristics conveyed through vicarious product trials and value similarity via instant interaction which can reduce product uncertainty and increase trust for consumers with similar physical traits and values. The sample used in this study are women who are active users of TikTok, aged between 18-34 years, domiciled in Jabodetabek area, and have watched live streaming sessions of cosmetic brand official accounts on TikTok within the last 3 days. A total of 243 questionnaire respondents were collected, which were then processed using the Partial Least Square - Structural Equation Modeling (SEM) method and using the SmartPLS software. The results of this study indicate that Perceived Physical Characteristic Similarity has a negative effect on Perceived Product Fit Uncertainty and Perceived Value Similarity has a positive influence on Perceived Trust. Furthermore, Perceived Trust has a negative influence on Perceived Product Fit Uncertainty and Perceived Product Quality Uncertainty. Then, it was found that Perceived Product Fit Uncertainty and Perceived Product Quality Uncertainty each had a negative effect on Purchase Intention and Perceived Trust had a positive influence on Purchase Intention."

"Kebutuhan sarana transportasi umum merupakan kebutuhan masyarakat yang terus berkembang. Brand personality memainkan peran kunci dalam psikologi merek sehingga dapat membentuk identitas merek. Konsumen cendrung mengekspresikan citra diri mereka melalui kepribadian merek dalam mendorong keputusan pembelian. Berdasarkan teori kesesuaian dan analisis dari moda transportasi dibawah Jaklingko, penelitian ini mengungkapkan berbagai peran yang dimainkan oleh kepribadian merek dalam mendorong pilihannya. Khususnya, konsumen cendrung mengekspresikan self congruity melalui dimensi brand personality yang dikenal dengan aggressiveness dan emotionality, dan simplicity dan responsibility untuk mengevaluasi seberapa konsisten functional congruity yang dirasakan konsumen. Sampel penelitian ini terdiri atas 626 pengguna aktif Jaklingko di Indonesia sebagai responden dalam penelitian ini. Hipotesis dalam penelitian ini diuji dengan structural equation modeling-partial least squares (SEM-PLS). Hasil pengujian menunjukkan bahwa semua dimensi brand personality kecuali simplicity berpengaruh positif terhadap functional congruity dan self congruity. Hasil pengujian moderasi menunjukkan bahwa traveling purpose tidak memperkuat hubungan self congruity maupun functional congruity terhadap brand attitude. Penelitian ini menawarkan perusahaan pengembang jasa transportasi pemahaman yang lebih baik tentang dimensi brand personality yang berpengaruh terhadap persepsi konsumen atau memperkuat merek perusahaan dalam fungsinya sehingga dapat meningkatkan utilitas masing-masing dimensi.

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The need for public transportation is a community need that continues to grow. Brand personality plays a key role in brand psychology so that it can form brand identity. Consumers tend to express their self-image through brand personality in driving purchase decisions. Based on the theory of suitability and analysis of transportation modes under Jaklingko, this study reveals the various roles played by the brand personality in encouraging its choice. In particular, consumers tend to express self-congruity through brand personality dimensions known as aggressiveness and emotionality, and simplicity and responsibility to evaluate how consistent the functional congruity is perceived by consumers. The sample of this study consisted of 626 active users of Jaklingko in Indonesia as respondents in this study. The hypothesis in this study was tested with structural equation modeling-partial least squares (SEM-PLS). The test results show that all dimensions of brand personality except simplicity have a positive effect on functional congruity and self-congruity. The results of the moderation test show that traveling purpose does not strengthen the relationship between self-congruity and functional congruity with brand attitude. This study offers transportation service development companies a better understanding of the dimensions of brand personality that affect consumer perceptions or strengthen the company's brand in its function so as to increase the utility of each dimensi"

"Media sosial merupakan salah satu wadah besar dan potensial bagi pemasar untuk memasarkan sebuah produk atau layanan kepada khalayak luas. Media sosial menawarkan begitu banyak cara bagi para pemasar untuk memasarkan produk atau brand mereka, salah satunya adalah dengan bekerja sama dengan para influencers. Perusahaan-perusahaan menyadari adanya kekuatan persuasif yang dimiliki oleh para influencers atas para pengikutnya, dengan mengajak kerjasama para influencers agar mempromosikan produk mereka. Demikian penelitian ini akan melihat kontribusi influencers terhadap purchase intention konsumen terhadap brand fashion wanita lokal yang ada pada media sosial TikTok. TikTok merupakan salah satu media sosial incaran para pemasar, dimana video TikTok bergerak sesuai dengan tren yang ada. Tren dapat berupa gerakan, suara, hingga produk yang diunggah sebagai konten video oleh para pengguna. Pada masa kini, brand pakaian lokal Indonesia cukup diminati, tentu dengan adanya bantuan media sosial dan influencer sebagai media pemasaran. Penelitian ini juga akan difokuskan pada produk pakaian wanita, untuk melihat hasil penelitian yang lebih spesifik, dan berbeda dengan penelitian sebelumnya yang lebih general. Maka itu, penelitian ini akan difokuskan untuk brand fashion wanita yang berbasis di Indonesia, untuk memberikan gambaran yang berbeda dengan penelitian sebelumnya. Penelitian ini bertujuan untuk melihat faktor TikTok fashion influencer terhadap purchase intention brand local Wanita. Penelitian ini menggunakan pendekatan kuantitatif, melalui penyebaran kuesioner secara online kepada minimal 180 responden, menggunakan pendekatan purposive sampling. Data diolah menggunakan metode analisis Structural Equation Modeling (SEM). Hasil menunjukan bahwa terdapat hubungan secara positif antara perceived credibility, trust, perceived behavioral control, perceived expertise, perceived congruence dengan attitude toward the influence. Kemudian adanya hubungan secara positif antara attitude toward the influence dengan brand attitude dan purchase intention, serta brand attitude dengan purchase intention. Namun, tidak terdapat hubungan antara subjective norms dengan attitude toward the influencer.

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Social media is one of the big and potential forums for marketers to market a product or service to a wide audience. Social media offers so many ways for marketers to market their products or brands, one of which is by working with influencers. Companies recognize the persuasive power that influencers have over their followers, by inviting influencers to collaborate to promote their products. Thus, this study will look at the contribution of influencers to consumer purchase intentions towards local women's fashion brands on TikTok social media. TikTok is one of the social media targeted by marketers, where TikTok videos move according to existing trends. Trends can be in the form of movement, sound, to products uploaded as video content by users. Nowadays, local Indonesian clothing brands have very high demand, of course with the help of social media and influencers as marketing media. This research will also focus on women's clothing products, to see the results of research that are more specific, and different from previous research that is more general. Therefore, this research will focus on women's fashion brands based in Indonesia, to provide a different picture from previous research. This study aims to look at the TikTok fashion influencer factor on the purchase intention of local women's brands. This study uses a quantitative approach, by distributing online questionnaires to a minimum of 180 respondents, using a purposive sampling approach. The data was processed using the Structural Equation Modeling (SEM) analysis method. The results show that there is a positive relationship between perceived credibility, trust, perceived behavioral control, perceived expertise, perceived congruence and attitude toward the influence. Then there is a positive relationship between attitude toward the influence with brand attitude and purchase intention, and brand attitude and purchase intention. However, there is no relationship between subjective norms and attitude toward the influencer."

"Menurut penelitian yang dilakukan oleh We Are Social bersama dengan HootSuite, YouTube adalah platform media sosial yang paling aktif digunakan oleh masyarakat Indonesia. Selain menjadi media untuk mempublikasikan hasil karya, YouTube juga dapat digunakan sebagai media dalam melakukan pemasaran berbagai macam produk. Orang yang melakukan pemasaran pada media digital seperti YouTube umumnya disebut influencer. Penelitian ini melihat peran perceived trust dalam memediasi pengaruh model social media influencer value (SMIV) yang terdapat pada influencer marketing terhadap sebuah produk, yang dalam konteks penelitan ini dikategorikan sebagai high involvement product. Pengaruh antara model SMIV yang terdiri dari advertising value dan source credibility terhadap brand awareness dan purchase intention dengan perceived trust sebagai variabel mediasi juga akan dibahas pada penelitian ini. Metode penelitian yang dilakukan adalah penelitian kuantitatif dengan melakukan proses survei dan data yang didapat akan dianalisis dengan metode Structural Equation Model (SEM).

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According to a research conducted by We Are Social and HootSuite, YouTube is recently the most active social media platform used by Indonesian people. Apart from being a medium for publishing contents, YouTube can also be used as a medium in marketing for various kinds of products. People who do marketing on digital media usually called as an influencer. This research looks at the mediating role of perceived trust on mediating the impact of social media influencer value (SMIV) model in influencer marketing towards a product, which in the context of this research is categorized as high involvement product. The impact of the SMIV model which consists of advertising value and source credibility to brand awareness and intention to purchase, with perceived trust as a mediator will also be discussed in this research. The method used in this research is quantitative research by conducting survey process and the data obtained will be analyzed with Structural Equation Model (SEM) method."

"Industri pariwisata merupakan salah satu industri yang terdampak dari Pandemi COVID-19 yang ditunjukkan dengan adanya penurunan dratis dari wisatawan mancanegara pada tahun 2020 dari tahun 2019. Pemerintah berusaha untuk menghidupkan Kembali industri pariwisata. Salah satu alternatifnya adalah dengan penggunaan Influencer dimana menurut penelitian sebelumnya, Christou (2015) opini dari Influencer dapat meningkatkan kepercayaan wisatawan dala berwisata. Penelitian ini menggunakan interaktivitas Influencer sebagai fitur unik dari Influencer dan bertujuan untuk menganalisa bagaimana followers menjadi loyal terhadap Influencer. Terdapat 225 responden yang berpartisipasi dalam menguji model penelitian ini. Responden diminta untuk menjawab pertanyaan survei berdasarkan persepsi mereka tentang travel influencer yang diikuti di Instagram. Hubungan antar variabel diuji melalui structural equation modelling. Hasil penelitian menunjukkan bahwa interaktivitas yang dilakukan oleh travel influencer berpengaruh positif dan signifikan terhadap loyalitas melalui emotional attachment. Hasil penelitian ini juga ditujukkan untuk dapat berkontribusi terhadap literatur yang terkait dengan influencer sebagai sebuah brand. Selanjutnya, penelitian ini diharapkan dapat bermanfaat bagi para pelaku industri pariwisata seperti Destination Managing Organization (DMO), Travel Agencies, ataupun Hotel dalam merancang strategi pemasaran yang melibatkan travel influencer.

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The tourism industry is one of the affected industries which showed by a drastic decline foreign tourist in 2019 to 2020 due to pandemic of COVID-19. The government of Indonesia still figuring an alternative to revive the affected tourism industries. One the option is to use Influencers where according to prior research Christou (2015) opinions from Influencers could increase tourist trust in traveling. This study use Influencer Anteractivity as a unique feature of the influencer and this research aims to examine how followers become loyal to social media influencers. A total of 225 respondents was conducted to estimate the conceptual model. Participants were asked to respond to the survey questions based on their perceptions of travel influencer they follow and pop up first on their mind in Instagram. The relationships among variables were tested via structural equation modelling. Results show that Influencer Interactivity positively impacts Loyalty through Emotional Attachment. Also, this study expected to contribute to both the human brands and the influencer marketing literature by proposing a model to understand how the brand equity of the influencer brand is formed. Furthermore, this study is expected will be useful for tourism industry players such as Destination Managing Organizations (DMO), Travel Agencies, or Hotels in designing marketing strategies that engage with travel influencers."

"Penelitian ini fokus untuk menemukan apakah atribut influencer dapat menyebabkan niat pengikut mereka untuk membeli dengan karakterisasi sebagai mediator. Penelitian ini mengembangkan model penelitian berdasarkan teori persuasi yang diciptakan untuk meneliti kepentingan relatif hubungan para-sosial (PSR). Penelitian tersebut memperhitungkan tiga karakterisasi (kepercayaan, keahlian yang dirasakan, dan PSR) serta tiga karakteristik pribadi (sikap homofili, kecantikan fisik, dan daya tarik sosial) sebagai anteseden niat beli. Pengumpulan data dilakukan melalui kuesioner kepada responden Gen Z yang tinggal di wilayah Jabodetabek serta mereka yang sudah membeli setidaknya satu barang atau jasa setelah menonton video di TikTok dari influencer kecantikan favoritnya. Ada 200 responden yang dikumpulkan, dan data dianalisis dengan alat Smart PLS. Studi ini menemukan bahwa PSR memiliki dampak positif paling signifikan terhadap niat beli relatif terhadap karakterisasi lainnya dan hubungan para-sosial secara signifikan terkait dengan tiga atribut pribadi. Survei menunjukkan bahwa strategi pemasaran influencer media sosial perlu disesuaikan berdasarkan atribut dan karakteristik pribadi.

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This research focus on finding whether influencer attributes could lead to intention of their followers to purchase with characterizations as a mediator. This research developed the research model based on the theory of persuasion, which was created to research the relative importance of para-social relationship (PSR). The research took into account three characterizations (trustworthiness, perceived expertise, and PSR) as well as three personal characteristics (attitude homophily, physical beauty, and social attractiveness) as antecedents of purchase intention. Data were collected through a questionnaire of respondents for Gen Z who live in Jabodetabek area as well as those who already buy at least one good or service after watching a video in TikTok from their favorite beauty influencer. There were 200 respondents collected, and the data was analyzed using Smart PLS tools. The study found that PSR has the most significant positive impact on purchase intention relative to other characterizations and para-social relationship was significantly related to the three personal attributes. The surveys show that social media influencer marketing strategies need to be adjusted based on personal attributes and characteristics. "