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Shirts 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: 10
Top 1
Top 2
Top 3
Top 4
Average Ratings
Total Reviews
This insight is based on the data from the best seller products. The top 5 of them are:
4 Pack: Men's Dry-Fit Moisture Wicking Performance Long Sleeve T-Shirt, UV Sun Protection Outdoor Active Athletic Crew Top
Under Armour Men's HeatGear Compression Long-Sleeve T-Shirt
Under Armour Men's HeatGear Compression Short-Sleeve T-Shirt
ATHLIO 1 or 3 Pack Men's UPF 50+ Long Sleeve Compression Shirts, Water Sports Rash Guard Base Layer, Athletic Workout Shirt
DEVOPS 3 Pack Men's Muscle Shirts Sleeveless Dri Fit Gym Workout Tank Top

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 product in question, which falls under the category of shirts, has a high level of customer satisfaction. With an average rating of 4.5 out of 5 and a total of 11,082 reviews, it is clear that many customers have purchased and enjoyed this product. As a result, my advice would be to continue to focus on providing high-quality shirts that meet the needs and expectations of customers. It may also be beneficial to encourage customers to leave reviews and provide feedback, as this can help to further improve the product and increase customer satisfaction. Additionally, it may be worth exploring ways to expand the product line or offer additional options to appeal to a wider range of customers.

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 winter lol, the most common location is gym, the most common behavior is workout . 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 majority of users who mention this product are either husbands or sons, with boyfriends being the least mentioned. Additionally, the top places to use this product are at the gym, under work shirts, and in Colorado. The most common usage of the product is for working out and running. From this data, we can infer that the customer profile for this product is likely someone who is active and values comfort and functionality in their clothing. They may be someone who frequents the gym or enjoys outdoor activities such as running. Additionally, the fact that husbands and sons are the most mentioned users suggests that this product may be popular as a gift for men. Based on these insights, some suggestions for the customer profile could include targeting active individuals who prioritize comfort and functionality in their clothing. Additionally, marketing efforts could focus on promoting the product as a gift option for husbands and sons. Finally, given the popularity of the product in Colorado, it may be worth exploring opportunities to expand the product's availability in that region.

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 shirt, material, neck, collar, mock neck. The most mentioned elements about shirt are tight to wear(1.81%), make thin(1.63%).
The top 5 positive reviews are shirt, material, fit, fabric, product. The most mentioned elements about shirt are comfortable(6.42%), fit well(5.00%).
tight to wear1.81%
make thin1.63%
smell so bad0.73%
comically small0.27%
mock neck1.18%
fit well5.00%
good quality2.52%
not snug0.73%
are not too long0.32%
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 frequently mentioned con aspect of shirts is related to their fit, accounting for 18.59% of the mentions. The top five cons mentioned are shirt, material, neck, collar, and mock neck. On the other hand, the most commonly mentioned pro aspect is also related to shirts, specifically their quality, accounting for 24.90% of the mentions. Considering the cons, it appears that customers have concerns about the overall fit of the shirts, as well as the materials used in their construction. Additionally, specific aspects such as the neck, collar, and mock neck seem to be mentioned as cons. These insights suggest that there might be room for improvement in terms of the design, fit, and choice of materials for shirts in this category. On the positive side, the most mentioned pro aspect is the quality of the shirts. This indicates that customers appreciate the overall craftsmanship and durability of the products. Based on these findings, it would be beneficial for product development to focus on addressing the fit issues and improving the choice of materials. Conducting customer surveys or gathering feedback from reviews can provide valuable insights into specific areas that need improvement. Additionally, considering the design and construction of necklines and collars could enhance customer satisfaction. In terms of product selection, it would be wise to prioritize shirts that have positive reviews regarding their quality. This can help ensure customer satisfaction and build a positive reputation for the brand. Furthermore, offering a variety of fits and materials could cater to different customer preferences and increase the chances of finding the right shirt for each individual. By addressing the cons and capitalizing on the pros, product development and selection can be optimized to meet customer expectations and enhance overall satisfaction in the shirt category.

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.
look snug1

Based on the data provided, it seems that customers primarily buy shirts based on the product description, followed by price and brand reputation. The product description being the top feature suggests that customers are highly influenced by the information provided about the shirts. There could be several reasons why the product description is the most important feature for buyers in this category. Firstly, customers may want to ensure that the shirt meets their specific needs in terms of style, fabric, fit, and other features. A detailed and accurate product description helps them make an informed decision. Secondly, customers may rely on the product description to gauge the quality and durability of the shirt, as well as its suitability for different occasions or activities. Based on this information, optimizing the Amazon listing for shirts should focus on enhancing the product description. Here are a few suggestions: 1. Provide comprehensive details: Ensure that the product description includes all relevant information about the shirt, such as material composition, sizing options, care instructions, and any unique features. This will help customers understand the product better. 2. Use high-quality images: Include multiple high-resolution images that showcase the shirt from different angles, highlighting its design, patterns, and any unique elements. Visual representation can greatly enhance the product description. 3. Incorporate customer reviews: Include snippets of positive customer reviews within the product description. This can help build trust and credibility, as potential buyers can see real experiences and opinions from previous customers. 4. Highlight key selling points: Identify the unique selling points of the shirt, such as its versatility, comfort, or eco-friendly materials, and emphasize them in the product description. This can help differentiate the product from competitors. 5. Optimize for search: Use relevant keywords in the product description to improve its visibility in search results. Research popular search terms related to shirts and incorporate them naturally into the description. By focusing on these optimization strategies, sellers can enhance the product description and attract more customers to purchase shirts on Amazon.

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 & style8
more color
long length6
compression tight5
tight compression fit
true compression fit
tight compression
tight compression shirt
arm long4
long arm
arm length long
arm long
size xl3
xl fit good
size xlt
xl fit
fit loose2
tight not loose
fit more loose
long sleeve version2
long sleeve

Analysis of Customer Expectations for Shirts: Based on the customer feedback, it is clear that customers have certain expectations when it comes to shirts. The most frequently mentioned expectation is for shirts to be longer in length. This suggests that customers desire shirts that provide adequate coverage and fit comfortably. Sellers should prioritize offering a range of shirt lengths to cater to different customer preferences. Another important expectation is for shirts to provide help or assistance in some way. While the context of this expectation is not specified, it could refer to features like easy care, durability, or versatility. Sellers should focus on developing shirts that address common customer pain points and offer practical benefits. The mention of warmth indicates that customers value shirts that provide insulation or comfort in cooler weather. Sellers should consider incorporating materials or designs that offer warmth without compromising style or breathability. Suggestions for Product Development Prioritization: 1. Length options: Offer shirts in various lengths to accommodate different body types and customer preferences. This could include regular, tall, and petite sizes. 2. Fabric selection: Prioritize fabrics that are both comfortable and durable. Consider materials that offer warmth without sacrificing breathability, such as blends of cotton and synthetic fibers. 3. Versatility: Develop shirts that can be easily dressed up or down, allowing customers to wear them for different occasions. This could involve incorporating design elements like removable collars or adjustable sleeves. Suggestions for Marketing Promotion Factors: 1. Highlight length options: Emphasize the availability of different shirt lengths in marketing materials to attract customers who struggle to find shirts that fit them well. 2. Showcase helpful features: Highlight any unique features that make the shirts more convenient or practical for customers. This could include features like wrinkle resistance, stain repellency, or easy care instructions. 3. Emphasize warmth: If applicable, promote the warmth and comfort provided by the shirts, especially during colder seasons. This could be done through imagery, testimonials, or descriptions of the materials used. By addressing these customer expectations and incorporating them into product development and marketing strategies, sellers can better meet the needs of their target audience and enhance customer satisfaction in the shirts category.

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

Bob J
Great fitJan. 2022
Super comfortable shirt. Very comfortable at the gym. Fits as expected.
Product itself is as described. XL size was as expected. So if you wear a large order lage. These shirt are a great value. But I have a pot belly now, and my chest is sagging. I use to have a great chest. Now they are man boobs. I am 5"11 195. These shirts leave nothing to the imagination. I you have a great physique i'd highly recommend these. If you're just plain out of shape and you know it, move on and don't bother. Hope this helps. Not for chubs.
had to return them because the came already frayed on the sleeves. I washed them before wearing and they fell apart at the cuffs in the first wash - shame too because they were nice colors - especially the green.
worth the moneySept. 2020
Great product will order again
Laura C.
Good valueAug. 2022
My husband really like them
Use to Nike dri under shirts These were good did the job Decent quality and price Husband approved
OkMay 2022
Love how the shirts fit. The only issue is the seams can be falling apart sometimes. ONLY in certain spots and not much of it.
This is a great shirt for working out or in my case for work covering up tattoos. I highly recommend this shirt.
Do not buyDec. 2022
I ordered XL the fit is terrible, cheap material and the necks are so big under a V-Neck sweater you can’t see the neckline. Not recommended.

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