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Shops product research and customer review analysis

In today's rapidly growing and highly competitive e-commerce industry, it is becoming increasingly important for sellers to effectively select products, improve customer experience, and ultimately be able to increase their market sales and strengthen their brand. Amazon review analysis and consumer research can provide key insights into customer sentiment, preferences and behaviors that can help sellers make informed decisions on product selection and marketing strategies. By utilizing tools such as sentiment analysis, voice of customer, feedback analysis, product research, audience research, competitor analysis and Amazon ratings & reviews data to gain a better understanding of the customer base it becomes possible to create more targeted campaigns that meet customer needs and drive customer satisfaction.

Total ASIN: 13
Top 1
Top 2
Average Ratings
Total Reviews
This insight is based on the data from the best seller products. The top 5 of them are:

Sales, a key metric of costs and profits for any business, is the most intuitive and accessible data. With established social media platforms and advertising channels providing detailed insight in regards to website traffic, understanding consumer sentiment--i.e., volume--is one of the more challenging areas to analyze. Volume refers how people express their opinions on our brand's products/services/marketing efforts via various touchpoints; these voices come together as an aggregate that can tell us what consumers need or expect from us – why consumers make purchases with us over others.

Based on the data provided, it appears that the average rating for this Amazon BSR product is not available (NaN), but there are a total of 3724 reviews in the Shops category. It is difficult to draw a conclusion about customer satisfaction without knowing the specific product and the content of the reviews. However, it is important to note that having a large number of reviews can be a positive sign, as it suggests that many customers have purchased and used the product. It is also possible that the lack of an average rating could be due to a variety of factors, such as a recent release or a wide range of opinions among customers. My advice would be to read through a significant number of the reviews to get a better understanding of the product's strengths and weaknesses. Look for patterns in the feedback and pay attention to any recurring issues or complaints. Additionally, consider reaching out to the seller or manufacturer for more information about the product and its features.

Target your customers through customer profile

Voice of customer analysis and audience research are key elements when targeting customers through customer profile. By leveraging Amazon review analysis and other data sources, sellers can gain insights into their customers preferences and behaviors, which can be used to craft targeted solutions and develop a successful product profile. Additionally, this data can also be used to create more effective campaigns that attract the right customers and boost sales.

Customer Profile
The consumer group most commonly mentioned is son, the most commonly moment of use is school year, the most common location is school, the most common behavior is school uniform accessory . By focusing on these key consumer characteristics, it is possible to identify pain points associated with consumer usage scenarios.
X-axis:topic. Y-axis:mentions. Red:reviews of 1-3 stars. Green:reviews of 4-5 stars

Based on the data provided, it seems that the product in question is most commonly used by children and their family members, such as parents and grandparents. The top three users mentioned are "son," "kid," and "grandson," which suggests that the product is primarily marketed towards children. In terms of where the product is used, the top three places mentioned are "school," "church," and "school uniform." This indicates that the product is likely some sort of accessory or clothing item that is worn as part of a school uniform. The fact that "daily uniform" is also mentioned suggests that the product may be worn outside of school as well. Given this information, it seems that the customer profile for this product is likely parents and grandparents who are looking to purchase school uniforms or accessories for their children or grandchildren. The fact that "school" is the top place mentioned suggests that the product is likely marketed towards families with school-aged children. Based on this analysis, some suggestions for the customer profile might include targeting parents and grandparents through social media ads or email marketing campaigns. Additionally, the company could consider partnering with schools or school uniform suppliers to increase visibility and reach among their target audience. Finally, the company could consider expanding their product line to include other school-related accessories or clothing items to appeal to a wider range of customers.

Ship products your customers love through sentiment analysis

Through sentiment analysis, businesses can uncover consumer dissatisfaction with products, automatically decompose NR and PR, and present product quality issues, packaging suggestions, marketing loopholes, and inadequate service in a digitalized format. By finding problems in VOC and combining them with a set of quality problem solving processes (CTQs), businesses can form a closed loop from problem to action, thereby achieving continuous iteration and optimization of product quality. In addition, analyzing customer emotion data can help companies foresee emerging trends ahead of competitors and tailor their products to meet customers' needs.

Customer Sentiment
The top 5 negative reviews are pant, material, size, color, french toast. The most mentioned elements about pant are long(1.54%), run long(0.77%).
The top 5 positive reviews are shirt, quality, pant, polo shirt, polo. The most mentioned elements about shirt are fit well(3.18%), comfortable(0.96%).
run long0.77%
a little too long for my 12 year old0.39%
unacceptable for work after several month of wear0.39%
make with cheap material . i0.39%
french toast0.39%
fit well3.18%
hold up wash after wash0.53%
are not too long0.42%
polo shirt5.20%
Product pros and cons based on Amazon reviews. Consumers' sentiments which represent their opinions are identified using AI.

Based on the data provided, it seems that the most commonly mentioned con aspect in the Shops category is "pant," accounting for 10.81% of the mentions. The top five cons for vacuum include "pant," "material," "size," "color," and surprisingly, "french toast." On the other hand, the top pro aspect mentioned most is "shirt," accounting for 15.61% of the mentions. The top five cons for the tip are "shirt," "quality," "pant," "polo shirt," and "polo." Based on this information, it appears that there is a significant focus on clothing items, particularly pants and shirts, within the Shops category. The cons mentioned for both vacuum and tip seem to be unrelated to the category, possibly indicating some data noise or errors. To improve product development and selection within the Shops category, it would be beneficial to analyze the data more thoroughly and ensure the accuracy of the mentioned cons and pros. Additionally, it would be helpful to gather more specific feedback from customers to understand their preferences and pain points. This could involve conducting surveys, reading customer reviews, or engaging in direct conversations with shoppers. By gaining a deeper understanding of customer needs and preferences, businesses can tailor their product offerings accordingly. They can focus on improving the quality, design, and variety of pants and shirts, which seem to be the most discussed items. Additionally, it would be wise to address any issues related to materials, sizes, colors, and other factors that customers have mentioned as cons. Overall, the Shops category presents an opportunity for businesses to refine their product development and selection strategies by paying attention to customer feedback and addressing the specific cons mentioned.

Make the smartest sales decisions through Buyers Motivation

Making the smartest sales decisions requires understanding and responding to the voice of customer. This can be achieved by leveraging buyer motivation data, conducting competitor analysis, and engaging in thorough product research. Companies should seek to understand customer needs and preferences through surveys and feedback, analyze data from past purchases, and track market trends in order to develop effective pricing strategies. Additionally, businesses must focus on providing value to customers through competitive prices, relevant discounts, quality products, convenient services, and superior customer service. By taking into account buyer motivation and focusing on delivering value, businesses can make informed decisions that will lead to long-term success.

Buyers Motivation
Gain insight into the judgment of consumers (Top 5) when making purchase decisions, and optimize marketing strategies in a targeted manner.
amaze quality1
bright color1

Based on the data provided, it seems that customers in the Shops category are primarily motivated by the product description when making a purchase. This indicates that customers value detailed and accurate information about the product they are considering. There could be several reasons why the product description is the top feature for buyers in this category. Firstly, a well-written product description helps customers understand the features, benefits, and specifications of the product, allowing them to make an informed decision. It also helps set realistic expectations, reducing the likelihood of returns or dissatisfaction. Additionally, a comprehensive product description can provide customers with a sense of trust and credibility, as it demonstrates that the seller has taken the time to provide accurate information. Based on this information, optimizing Amazon listings should focus on enhancing the product description. Here are a few suggestions: 1. Be detailed and specific: Provide thorough information about the product, including its features, dimensions, materials, and any other relevant details. This will help customers understand what they are buying. 2. Use clear and concise language: Avoid jargon or overly technical terms that might confuse customers. Use language that is easy to understand and appeals to a wide range of potential buyers. 3. Highlight unique selling points: If the product has any standout features or benefits, make sure to emphasize them in the description. This can help differentiate it from competitors and attract more customers. 4. Include high-quality images: Visuals are crucial in online shopping. Include multiple high-resolution images that showcase the product from different angles, highlighting its key features. 5. Incorporate customer reviews: Positive customer reviews can enhance the credibility of the product. Consider including a section that highlights some of the positive feedback received from previous buyers. By optimizing the product description in these ways, sellers can provide customers with the information they need to make confident purchasing decisions, ultimately increasing sales and customer satisfaction.

Understand customers need for prioritizing what to build next

Companies should prioritize what to build next by understanding their customers' needs. Amazon review analysis can help businesses better understand customer sentiment, while product research and competitor analysis can give insights into current and upcoming trends in the market. Moreover, customer expectations should be taken into account when developing new products or features. Ultimately, prioritizing what to build next based on an in-depth understanding of customer needs will enable a company to develop successful products that maintain customer satisfaction and loyalty.

Customer Expectations
By understanding the specific reasons, manufacturers and retailers can develop products and marketing strategies that effectively address these needs and wants.
TopicMentionsReview Snippets
more color & style4
more color
large size3
big size
large size
hold up2
hold up
fit good on body2
fit good
pant remain on market1
pant remain on market
size run small1
run 2 size small
10 12 big1
10 12 big
2 different color1
different color
adjust sizing1
do not change sizing

Analysis of Customer Expectations for the Shops Category: Based on the provided mentions, it seems that customers have certain expectations related to the durability and availability of products in the Shops category. Let's break down each expectation and provide suggestions for product development prioritization and marketing promotion factors. 1. Hold up (durability): Customers expect products in the Shops category to be long-lasting and able to withstand regular use. To meet this expectation, sellers should prioritize product development by focusing on quality materials, robust construction, and rigorous testing. Emphasize the durability of the products in marketing campaigns to assure customers of their longevity. 2. Pant remains on the market: This mention suggests that customers want their preferred pant styles to be consistently available. To meet this expectation, sellers should prioritize product development by ensuring a steady supply of popular pant styles. Regularly monitor customer preferences and trends to identify which styles are in high demand and prioritize their production accordingly. Additionally, establish efficient supply chain management to avoid stockouts and maintain a consistent presence in the market. 3. Size run small: Customers have expressed that the sizing of products in the Shops category tends to run small. To address this expectation, sellers should prioritize product development by conducting thorough market research and sizing analysis. Consider adjusting the sizing charts to align with customer preferences and body types. Clearly communicate any changes made to sizing to avoid confusion and ensure customers can make informed purchasing decisions. Suggestions for Marketing Promotion Factors: 1. Highlight durability: In marketing campaigns, emphasize the durability of the products in the Shops category. Showcase the quality materials used, the construction techniques employed, and any additional features that contribute to the longevity of the products. This will help build trust and attract customers who prioritize durability. 2. Promote availability: Emphasize the availability of popular pant styles in marketing promotions. Highlight the range of sizes and colors available, and communicate any restocking plans to create a sense of urgency among customers. Utilize social media, email marketing, and targeted advertisements to reach potential customers and inform them about the availability of desired products. 3. Address sizing concerns: Acknowledge and address the sizing concerns raised by customers. Clearly communicate any changes made to sizing charts and provide detailed size guides to assist customers in making accurate purchasing decisions. Consider offering flexible return and exchange policies to alleviate any concerns customers may have about sizing issues. By prioritizing product development based on customer expectations and implementing effective marketing promotion factors, sellers in the Shops category can enhance customer satisfaction, attract new customers, and build a loyal customer base.

Shulex VOC is an AI-powered platform that helps companies gain valuable customer insights from Amazon review analysis. It works by providing users with core capabilities such as customer profiles, sentiment analysis, buyers motivation and customer expectations. This enables businesses to tap into the power of voice of customer, utilizing AI modeling for a comprehensive view of customer experience, product research & selection as well as optimizing quality and reputation. The insights gleaned from this data can then be implemented to foster a healthy relationship between customers and brand.


Amazon Reviews

Five StarsAug. 2017
5 star.
It’s sturdy but too small. we have to order two size up ones.
Five StarsAug. 2017
My sons love them
S. Stoddard
Kindergarten and 3rd graders.
I'd buy something that cost more but they are not much better and he's going to grow out of them by Christmas.
Five StarsNov. 2016
Just what I was wanting.
Great productFeb. 2022
Great product 👍🏼
Jill Gaspard
The BEST!Oct. 2022
We’ve ordered this shirt in different sizes for our boys over the last three years. Great shirt, great value, and has held up through countless cycles through the washer and dryer.
As advertisedJul. 2022
Product as advertised
Legs are too wide. Needs to be more slim fitting in the legs. Used for school uniform.

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