Bulletin of Social Informatics Theory and Application  ISSN 2614-0047 

Vol. 6, No. 1, March 2022, pp. 13-20  13 

https:doi.org/10.31763/businta.v6i1.439         

Instagram performance analysis of micro, small, and medium 

enterprises: a case study in the fashion sector 

Ahmad Saufi Maulana a,1,*, Agung Andhika F. a,2, Balqies Savina a,3, F.ti Ayyu Syaidul L a,4, 

Fachrul Kurniawan b,5 

a Universitas Negeri Malang, Malang, Indonesia 
b Universitas Islam Negeri Maulana Malik Ibrahim Malang, Malang, Indonesia  
1 ahmadmaulana.1805356@students.um.ac.id ; 2 agungandhikaf.1805356@students.um.ac.id;  3 balqies.savina.1805356@students.um.ac.id; 4 

f.ti.1805356@students.um.ac.id; 5 fachrulk@ti.uin-malang.ac.id 

* corresponding author 

 

1. Introduction  

Instagram was established in 2010 [1]. Instagram allows users to snap a photo or video and share 
it globally with their followers [2]. Instagram was the third most popular social network among college 
students in the United States [3]. On April 12, 2012, Facebook acquired Instagram and continued to 
run Instagram as an independent application [4]. Instagram has 100 million monthly active users, 40 
million photos are uploaded daily, 8,500 likes, and 1,000 comments are gained per second [5], making 
Instagram a worldwide social media platform. 

According to The Pew Internet and American Life Project [6], 13% of Internet users are also 
Instagram users. Following the Pew survey, individuals who show positive interest in Instagram are 
adults between 18-29, African Americans, Latinos, women, and urban residents [7]. Instagram helps 
a company to promote its products or services [8]. The point that makes Instagram different from other 
social media is that Instagram applies a visual-based strategy [9]. Everything about Instagram is about 
photography [10]. Instagram marketing is an effective way to advertise a product, as it is said that a 
picture speaks a thousand words. This is significantly more than any other platform, making Instagram 
the most beneficial platform for influencers.  

Micro Small and Medium Enterprises (MSMEs) are essential to the national or regional economy, 
as in Indonesia. The development of MSMEs has a special meaning in efforts to increase economic 
growth and reduce a country's poverty rate [11]. For example, from 2011 to 2012, Gross Domestic 
Product (GDP) contribution only reached 57.94 percent, while MSMEs contributed 99.9 percent of 
the number of business entities in Indonesia and 97.24 percent in employment . So it can be concluded 
that growth and development in the MSME sector are often interpreted as indicators of successful 
development, especially in countries with low per capita income.  

A R T I C L E  I N F O   A B S T R A C T  

 

Article history 

Received December 18, 2021 

Revised January 18, 2022  

Accepted February 3, 2022 

 People nowadays rely on social media, which has become a necessity in their 
everyday lives. With 13 % of internet users, Instagram is currently the largest 
social network. This is an opportunity for Micro, Small, and Medium Enterprise 
(MSME) owners who target Instagram users as their market. This paper 
analyses the performance of Instagram in selling MSME fashion products, 
especially thrift shops. Based on the data, followers, likes, and comments do not 
influence the item's sale. The research finds some factors that can increase the 
sale of goods on Instagram, such as ads, paid promotions, endorsements, events, 
and giveaways. Furthermore, The results deliver strategies to improve sales 
through the Instagram platform.  

 
This is an open access article under the CC–BY-SA license. 

    

 
Keywords 

Social media 

Instagram 

Micro, small, and medium 

Enterprise 

Thriftshop 

Fashion  

 

mailto:ahmadmaulana.1805356@students.um.ac.id
http://creativecommons.org/licenses/by-sa/4.0/
http://creativecommons.org/licenses/by-sa/4.0/


14 Bulletin of Social Informatics Theory and Application   ISSN 2614-0047 
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 Maulana et.al (Instagram performance analysis of micro)  

Product marketing at MSMEs can be divided into traditional or offline marketing methods and 
digital or online marketing methods. These two methods differ in the marketing costs associated with 
time, quality, target reach, and the marketing media used [12]. In digital or online marketing, one can 
use social media promotion. In the development of MSMEs, social media is very influential in product 
marketing because, in this current era, most people use Instagram as a medium to find references when 
buying a product. 

In Indonesia, Facebook applications such as WhatsApp and Instagram can aid entrepreneurs and 
Micro, Small, and Medium Businesses (MSMEs) to get started in business and identify new 
opportunities. The applications can, in general, provide MSMEs with some of the benefits of scale 
because they enable greater reach to a higher number of better-targeted customers and partners. Of 
those MSMEs surveyed, 75% agreed that Facebook applications reduce the cost of marketing, 63% 
agreed that the applications reduce customer service costs, and 56% mentioned the lower cost of 
research and development. 92% of MSMEs surveyed also said that using Facebook applications 
helped them grow their number of customers. In addition to assisting businesses in minimizing the 
cost of marketing and sales, Facebook applications can help reduce resource requirements across other 
aspects of their operations, which can be critical to the success of MSMEs in their initial growth phase. 
74% of MSMEs agreed that Facebook applications help reduce barriers to growth, and 71% agreed 
that the apps help them efficiently manage operational staff and processes [13]. This concludes that 
most micro, small, and medium enterprises in Indonesia use Instagram to market their products. 

However, there are still problems regarding what factors affect the performance of online sales 
made by micro, small, and medium enterprises (MSMEs) using the Instagram social media platform, 
such as marketing strategies, quality of content on Instagram from the products being sold, and 
feedback from sellers. This research compares the performance of social media Instagram on micro, 
small, and medium enterprises (MSMEs), focusing on the fashion sector. This research aims to 
determine what factors affect online sales performance on Instagram social media, specifically in the 
fashion sector. 

2. Method 

The research method in this study is observation, which directly observes the situation and 
conditions of the research from the field [14]. Post observations were made from three Instagram 
accounts offering thrift clothes in Jakarta and Makassar. Namely, Instagram accounts A, B, and C. 
The number of likes, comments, and availability of items sold from the three accounts were recorded 
in tabular form. The data consist of usage, the number of followers, and the overall quality of the 
posts. The next step compares the three accounts using tables and charts to examine the elements that 
might affect an account’s sales and finds some factors that can increase the sale of goods on Instagram. 
Fig.1 shows the research steps. 

 

Fig. 1.  Block Diagram of the Method Steps 

 The research mainly discusses Instagram and its impact on Micro, Small, and Medium Enterprises 
(MSMEs). Creating data begins with determining and observing the MSMES’ accounts (Instagram 
accounts A based in Jakarta and B and C in Makassar). The data was analyzed and then used to form 
an abstract, discussion regarding the influence of Instagram, proposed solutions, and conclusion. The 
analytic data in this study is utilized to determine the various types of cases that result in more excellent 
sales of the items. To conclude will be carried out based on the document assessment of the study 
results. 



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 Maulana et.al (Instagram performance analysis of micro)   

The first Instagram account is MSMEs in the fashion sector, a Korean-style thrift shop in Jakarta. 
In sales, this account has a concept divided into several parts ranging from volume 1 to volume 15. 
The goods provided are limited to specific stocks. On this Instagram account, every item that has been 
sold out will be reported with the caption "SOLD". The concept of selling on this first account is by 
opening orders which are carried out for each volume. 

In addition to sales, this Instagram account in volumes 14 and 15 there is a giveaway event, which 
has the following requirements: 

• Follow the account 

• Must be active during the volume upload period 14 by commenting & liking as much as 
possible. 

Whereas point 2 impacts the reach and traffic of this account, on volumes 14 and 15, the number 
of comments and likes has increased quite drastically. Parameter of Instagram account A show in 
Table 1. 

Table.1 Parameter Table 

Description Amount 
Followers 3700 

Total Post 179 

Item for Sale 144 

Sold Item 125 

Non-Sold Item 19 
a. Parameter Table of Instagram Account A 

 

The second Instagram account is for a thrift shop located in Makassar. This account has a concept 
in sales, which is divided into several chapters from chapter 1 to chapter 5. The goods provided are 
also limited by only having one stock of each type to be sold. Every item sold out will be reported 
with the caption "Sold, No restock". One uniqueness of this Instagram account is the hashtag 
#dtvready to indicate products that have not been sold in the account. Buyers do not need to look at 
existing posts individually if they want to buy or see items that are still available. The concept of 
selling on this account is by ordering via direct message (DM) or through the Shopee e-commerce 
platform. Parameter of Instagram account B show in Table 2. 

Table.2 Parameter Table 

Description Amount 
Followers 43.900 

Total Post 67 

Item for Sale 62 

Sold Item 54 

Non-Sold Item 8 
b. Parameter Table of Instagram Account B 

 

Instagram account C is MSMEs in the thrift shop sector. Founded on June 10, 2020, this account 
focuses on women's clothing, such as sweaters and shirts. This account has a concept in sales where 
each item is displayed on one Instagram feed. The goods provided are limited to 1 stock per product. 
Items sold out will be reported with the caption  "SOLD". Parameter of Instagram account C show in 
Table 3. 

Table.3 Parameter Table 

Description Amount 
Followers 10.200 

Total Post 197 

Item for Sale 185 

Sold Item 178 

Non-Sold Item 7 
c. Parameter Table of Instagram Account C 



16 Bulletin of Social Informatics Theory and Application   ISSN 2614-0047 
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 Maulana et.al (Instagram performance analysis of micro)  

3. Results and Discussion 

Table 4 shows the various marketing strategies of each merchant. Some use Instagram ads, 
giveaways, or endorsements to reach more account visitors. Merchant A uses Instagram ads as its 
marketing strategy, B's account uses endorsements, while C  creates events and makes giveaways for 
its marketing strategy. It can be said that the quality of the content is pretty good for all of the accounts. 
In this case, each Instagram account has a different way of carrying out its marketing strategy. 
Marketing on social media platforms is more effective and less expensive than traditional marketing 
[15]. 

Table.4 Comparison Table 

Accounts 

Feedback Advertising Strategy Content Quality 

Likes Comments Instagram 

Ad 

Endorsement Event Product 

Image 

Quality 

Clear 

Product 

Description 

A 8460 2012 Yes No Yes 

On 

average, 

in each 

post, the 

product 

image 

quality is 

quite 

good, 

looks 

detailed, 

has 

original 

images, 

and uses 

a model 

Each post 

caption 

contains the 

following: 

Product 

name,  

brand, size 

(LD), and 

additional 

information 

(such as 

condition, 

model 

description, 

materials, 

etc.) 

B 1691 13 No Yes No 

Each post 

has pretty 

good 

product 

image 

quality 

and uses 

original 

images. 

Each post 

caption 

contains the 

following: 

Product code, 

price, and 

conditions 

(several posts 

attach the 

product 

brand) 

C 12022 167 No No Yes 

On 

average, 

in each 

post, the 

quality of 

product 

images is 

quite 

good. 

Looks 

like 

detailed, 

original 

images. 

Each post 

caption 

contains the 

following: 

product code, 

price,  

size (LD), 

and additional 

information 

(such as 

condition, 

model 

description, 

materials, 

etc.) 
d. Comparison Table of Parameter Instagram Accounts A, B, and C 

Moreover, there is an advantage that the communication involved with the social media 
phenomenon provides both the means for customer-to-customer interactions and customer-to-
business interactions and business-to-customer interactions [16]. Social media platforms allow 
message recipients to interact with authors and convey messages to the entire community [2]. From 
all data in the table, does it all affect the sales figures for each account? In the following, we present 
several parameters with the sales figures for each account using a chart. 



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 Maulana et.al (Instagram performance analysis of micro)   

Fig. 2 shows that there is no correlation between followers and sold items. B has many followers 
but has few items sold. 

A's Instagram account has 3,700 followers and 125 sold items. B's Instagram has 43,900 followers 
and 54 sold items. This is a high number of followers but has a low number of sold items. Moreover, 
account C, with 10,200 followers, is lower than Instagram B and bigger than Instagram account C but 
has the highest sales among the three. It shows that the number of followers does not affect the items 
sold. 

 

Fig. 2.  Comparison Chart Followers Ratio and Sold Item of Instagram Accounts A, B, and C 

Between the establishment of each account until April 14, 2021, data of likes, comments, and sold 
items are shown in Fig. 3. 

 

Fig. 3.  Comparison Chart Like Ratio, Comment Ratio, and Sold Item of Instagram Accounts A, B, and C 

As in Fig. 3, Instagram accounts A has many likes and comments, specifically 8,400 likes and 
20,120 comments, with the number of sold items as many as 125. Even though account A has a 
relatively large number of comments compared to the other two accounts, sales on account A are not 
the highest. Account B has 130 likes and 1,691 comments and has the lowest sales, 54 items. As for 
account C, it has 12,022 likes and 167 comments, with 178 sold items. Even though it has a small 
number of comments, sales on account C are the highest compared to the other two accounts. 

3.7

43.9

10.2

125

54

178

0

20

40

60

80

100

120

140

160

180

200

A B C

Followers Ratio 1:1000 Sold Item

84.6

16.91

120.22

201.2

1.3
16.7

125

54

178

0

50

100

150

200

250

A B C

Like ratio 1:100 Comment Ratio 1:10 Sold Item



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According to the data, the number of followers and comments does not impact the item's sale. The 
followers tend to like and comment just because they want, not because they want to buy the item. 
For example, C's Instagram account has a small number of followers and comments but has high sales 
compared to the other two accounts. Many likes and comments can also be caused by an event or 
giveaway that requires participants to like and comment a lot. 

The data show that followers and comments do not influence the item's sale. The following things 
are solutions that might increase sales, such as instagram ads, paid promote and endorsement, and 
giveaway and event.  

 More and more days have changed, and Instagram continues to develop services for users, 
increasing the sophistication of its features. So users can quickly meet their needs to do marketing. 
For instance, Instagram ads are posts or stories that a business pays to promote a user's Instagram feed. 
They can look like regular Instagram posts but are always identified by the label "Sponsored". 
Instagram ads can reach and emulate the current follower's demography [17]. With a potential 
audience of over a million people, Instagram advertising is the ultimate tool for any social media 
marketer. Instagram ads are an effective strategy that's easy to implement. 

Instagram uses ad targeting like Facebook Ads to get more specific information about Instagram 
users. Target Instagram Ads based on age, location, and gender. In addition, they can also get 
Instagram user data based on user interests, hobbies, and connections. Instagram Ads offers a large 
selection of ad formats. There are at least three types of ads to choose from, namely images, videos, 
and multiple images in one post. Many advertisements on Instagram make users more interested in 
actions such as giving likes to posts, comments, or even following the account. Moreover, in the end, 
it will be profitable in terms of growing interactions between the brands that suit their market.  

Promotion is one marketing component, by promoting institutions, collections, systems and types 
of services, information processes approach the user [18]. By using Instagram, ads will help MSMEs 
actors for promoting their products. There are many advantages when using Instagram ads. 
Advertising using Instagram Ads will assist in obtaining more specific information data about 
Instagram users. One way to increase the business brand awareness is through Instagram Ads, such as 
making interesting visual posts. With Instagram Ads, they can enter a link that will direct users to their 
website. 

Another promotional term that is often used by online businesses is paid promotion. Paid 
promotion can be defined as a paid promotion service. A person or group of people provides this 
service based on doing a social media promotion service with a particular contract value according to 
the agreement. Such services could help online businesses promote products or services sold [19]. 
This service is related to Instagram social media or the telegram profession. Paid promotion service 
providers are. Generally, Instagram accounts with a large following: accounts belonging to public 
figures, selebgram, artists, or YouTubers. The use of paid promotion should consider account 
selection. The account must be trusted and have genuine followers.  

While endorsement promotes positive reviews about a product or service provided by public 
figures on their Instagram, product owners, goods, and services, give their products to account owners 
for free to get positive reviews while promoting them to all their followers. Reviews can be uploaded 
via stories or feeds, depending on the agreement between the product owner and the account owner. 

Celebrity endorsement shows attributes and product quality, increasing acceptance from 
consumers. Because of consumer confidence in celebrity endorsement, consumers tend to transfer 
celebrity endorse perceptions against the product [20]. Paid promotion and endorsement could be one 
of the creative strategies in the advertisement. It could help any enterprise to boost its turnover widely 
and quickly. 

A Giveaway is an activity of distributing prizes with certain conditions. Each participant taking 
part in the giveaway must meet every requirement according to the giveaway event, from enlivening 
posts to making particular challenges. The giveaway contest aims to get feedback in the form of 
awareness, profits, promotion of a product, etc. Meanwhile, the public is considered more interested 
in the giveaway contest because it is free. This was also evidenced by the high interest of people 
participating in the event. That way, enterprises can take advantage of this in new followers, 
awareness, and drawing attention. Even though it is not in the form of money, it can significantly 



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 Maulana et.al (Instagram performance analysis of micro)   

affect the product. Many people will use the giveaway products, and in the end, many people also see 
the outcome. The hope is that audience will be moved to become customers. 

There is a positive and significant influence between social intensity media use for consumptive 
behavior [21]. This means that the higher the intensity of the use of Instagram social media, the higher 
the consumptive behavior. The attractive shop displays offline and online to attract consumers, and 
several promotional offers such as discounts, giveaways, and special price offers to make consumers 
more and more compelled to buy the product offered [22]. Some advantages of a giveaway are that it 
can increase leads, namely potential customers and engagement. Engagement is the communication 
between business actors and customers. That is important to build loyal customers. With good 
engagement, it is easier for a business to grow. 

4. Conclusion 

From the data that has been analyzed, it can be concluded that the number of comments, likes, and 
followers do not affect the sale of thrift items. For example, even though Instagram B has the highest 
number of followers, which is 43,900, this does not make Instagram B the account with the most 
significant sales. Meanwhile, C's Instagram account, with fewer followers than B's, has the most 
significant sales of 178 items. 

When viewed by percentage, account A's followers are not more than 10% of account B's total 
followers, but sales on account A are two times more than account B. The same thing happened to the 
number of comments, where the number of comments had nothing to do with the number of items 
sold. In general, buyers follow and interact with the selling posts of an Instagram account because 
they want to. It does not mean they are interested in buying.  

Researchers feel that every business actor who sells products through social media, especially 
Instagram, needs to pay attention to marketing strategies. They must implement several sales strategies 
like Instagram ads, paid promotions, or endorsements. It can attract more reach tailored to the seller's 
target market. This is undoubtedly a good strategy. Suppose you want to introduce the business of an 
MSMEs actor to Instagram users. Apart from ads, other marketing strategies include events and 
giveaways, which can be an alternative, especially for business actors who want to interact with their 
customers. 

 

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