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Baseball 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: 23
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 Amazon BSR product in the Baseball category has a high number of reviews (33735), but the average rating is not available (NaN). This could be due to a variety of reasons, such as the product being relatively new or not having enough reviews to generate an average rating. Without an average rating, it is difficult to determine the level of customer satisfaction with the product. However, the high number of reviews suggests that the product is popular and has been purchased by many customers. If you are considering purchasing this product, it may be helpful to read through some of the reviews to get a better understanding of its strengths and weaknesses. Additionally, you may want to consider reaching out to the seller or manufacturer to ask for more information about the product and its features. Overall, it is important to do your research and carefully consider your options before making a purchase, especially when dealing with products that have limited or no ratings.

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 husband, the most commonly moment of use is everyday, 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 customers who are most interested in this baseball product are likely to be men who are interested in fitness and sports. The fact that the top three users mentioned are all male family members (husband, son, and grandson) suggests that this product may be particularly appealing to men who are looking for ways to stay active and improve their athletic performance. The fact that the gym is the top place to use this product also supports this idea, as it suggests that customers are likely to be people who are serious about their fitness and are looking for ways to enhance their workouts. Additionally, the fact that the product is often used for working out further supports this idea. However, the fact that the product is also frequently used as a gift suggests that there may be a broader customer base beyond just fitness enthusiasts. Customers who are looking for gifts for sports-loving friends and family members may also be interested in this product. Overall, it seems that the ideal customer profile for this product is likely to be men who are interested in fitness and sports, but there may also be a broader customer base of gift-givers who are looking for sports-related gifts. To appeal to these customers, it may be helpful to focus marketing efforts on fitness and sports-related channels, such as fitness blogs and social media accounts, as well as gift-giving guides and websites. Additionally, highlighting the product's versatility and ability to enhance both workouts and leisure activities may help to broaden its appeal beyond just fitness enthusiasts.

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 sock, material, fabric, short, ua logo. The most mentioned elements about sock are small(4.02%), slim(3.48%).
The top 5 positive reviews are sock, fit, short, material, color. The most mentioned elements about sock are comfortable(13.17%), good quality(5.30%).
have a hole in the toe part after wear one time1.54%
tight on me1.51%
not a lot of compression1.06%
ua logo0.03%
good quality5.30%
fit just right3.89%
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 sock is the most significant aspect of the baseball category, with both the top con and pro aspects being related to it. The top cons mentioned are sock, material, fabric, short, and UA logo, while the top pro aspect is sock. It's unclear what exactly is meant by "sock" in this context, but it could refer to the quality, comfort, or design of the socks worn during baseball games. The fact that it's mentioned so frequently as both a pro and con suggests that it's an important factor for consumers. In terms of product development and selection, it would be wise for companies to focus on improving the quality and design of their socks. They should also consider addressing the other cons mentioned, such as material, fabric, and fit. Additionally, they could highlight the pro aspect of socks in their marketing and product descriptions to appeal to consumers who prioritize this feature. Overall, the sentiment analysis suggests that there is room for improvement in the baseball category, particularly when it comes to socks and other aspects mentioned as cons. By addressing these issues and emphasizing the positive aspects, companies can better meet the needs and preferences of their customers.

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.
compression part5

Based on the data provided, it seems that customers in the baseball category are primarily motivated by the product description when making a purchase. This could be because they want to ensure that the product meets their specific needs and requirements for playing baseball. Some possible reasons why the product description is the top feature could be that customers want to know the size, weight, and materials used in the product. They may also want to know if the product is suitable for their skill level and playing style. To optimize Amazon listings for this category, sellers should focus on creating detailed and accurate product descriptions that highlight the key features and benefits of their products. They should also consider including high-quality images and videos that showcase the product in action. Additionally, sellers could encourage customers to leave reviews and ratings, as this can help to build trust and credibility with potential buyers.

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
last long37
last long
last longer
last awhile
last half long
last last long
compression sock26
compression sock
compression sock less
compression sock look like regular sock
compression sock tight
compression sock wear
less thin
large size19
large size
size large
big size
sock big
big footed sock
big sock
colorful sock
more compression
compression help
compression more
give compression
hold up16
hold up
longer sock15
thicker sock
thinner sock
longer sock
extend size sock
finer sock
more color & style13
more color
more style color

Based on the customer expectations mentioned, it seems that size is a significant factor for customers when it comes to baseball products. Customers are looking for products that are larger in size, whether it be in terms of dimensions or style. This could be due to a variety of reasons, such as wanting a product that is more comfortable to use or one that stands out more on the field. To meet these expectations, sellers should prioritize product development that focuses on increasing the size of their baseball products. This could include creating larger gloves, bats, or even uniforms. Additionally, sellers should consider marketing their products as being "larger than the competition" to appeal to customers who are looking for bigger and better products. In terms of marketing promotion factors, sellers should focus on highlighting the benefits of larger baseball products. For example, they could emphasize how a larger glove can help players catch more balls or how a larger bat can lead to more powerful hits. Additionally, sellers should consider partnering with influencers or athletes who can showcase their larger products in action and demonstrate their effectiveness. Overall, by prioritizing product development that meets customer expectations for size and marketing their products effectively, sellers can appeal to a wider range of customers and increase their sales in the baseball 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

Unlike other reviews, I cannot compare these to the Anplify shorts, as I’ve never tried those on. I have, however, owned my fair share of booty scrunch leggings. I like the minimal scrunch on these unlike the ones that are obnoxious. I’m 5’8, 36” waist, 42” hips. I normally wear a large or 14 in pants. I ordered an XL in these just to be safe. I honestly think I could get away with a large, as these are very stretchy, but the scrunch is almost non-existent. It’s almost like just having a line of fabric down the crack. I wouldn’t say I have the juiciest peach, but there’s definitely something there. Despite the lack of scrunch, I love these leggings and how light, stretchy, and squat proof they are. I’ll definitely buy other colors and maybe try a large next time.
I own 4 colors and will continue to keep buying more. These fit like a glove hugging you in all the right places, but still giving you some stretch. Not see through at all. These are my absolute favorite shorts!!
Have had these shorts for about a month worn maybe 5 times max and they already ripped a small hole on the back.
FavoritesSept. 2022
Favorite work out shorts by far!!!
love these!May 2022
these shorts run true to size ! i’ve worn them a few times to workout and never had problems with them rolling up. also squat proof!
joanne alise
Just okayMay 2022
I will be returning them, the fabric is soft and stretchy but they are very see-through:( I wanted shorts I could use for my leg days and I would not feel comfortable squatting in them. They are very cute and flattering just not very practical
Great shorts. Black are Squat proof. Purple I probably wouldn’t squat in. Both very flattering.
Lily Hayes
I was so excited to try these because they are so popular right now. However, they bunched up on my stomach and made me look pregnant 😂. I did have a baby five months ago but my stomach looks totally flat in other brands. Maybe if you didn’t have loose skin on your stomach it wouldn’t be a problem but they were not it for me. Also the length is a little tiny, I prefer mine a little shorter. They just looked awkward.
Kelsey Cary
PerfectionMay 2022
These are the best workout shorts I’ve ever worn!

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