Ankle & Bootie 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:
HARENCE Womens Winter Snow Boots Fur Lined Warm Ankle Boots Slip On Waterproof Outdoor Booties Comfortable Shoes for Women
Women's Mini Snow Boots, Warm Fur Lined Ankle Bearpaw Short Boot for Women with Waterproof Cow Suede Upper Anti-Slip Comfort Cute Outdoor Booties
GLOBALWIN Women's 17YY12 Fashion Boots
DREAM PAIRS Women's Chunky High Heel Ankle Booties
Hsyooes Womens Warm Fur Lined Winter Snow Boots Waterproof Ankle Boots Outdoor Booties Comfortable Shoes for Women

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 seems that the Ankle & Bootie category on Amazon has an average rating of 4.32, based on a total of 21,140 reviews. This indicates a relatively high level of customer satisfaction overall. With such a high average rating, it suggests that customers are generally pleased with the Ankle & Bootie products available on Amazon. The large number of reviews also indicates that there is a significant demand for these products, and customers are actively engaging with them. Considering the positive customer satisfaction, it is important for sellers in the Ankle & Bootie category to maintain the quality and consistency of their products. They should continue to prioritize customer feedback and address any issues promptly to ensure continued satisfaction. Additionally, sellers can leverage the positive reviews and ratings to their advantage by highlighting them in product descriptions and marketing materials. This can help build trust and attract more customers to their Ankle & Bootie products. Overall, the data suggests that the Ankle & Bootie category on Amazon is performing well in terms of customer satisfaction. Sellers should continue to focus on delivering high-quality products and excellent customer service to maintain and further enhance their success in this category.

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 daughter, the most commonly moment of use is winter lol, the most common location is snow, the most common behavior is walk . 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 is evident that the top three users of the ankle & bootie product are the daughter, wife, and mother. The daughter has the highest number of mentions (342), followed by the wife (201) and the mother (166). This suggests that the product appeals to women of different age groups, including younger women (daughters) and older women (wives and mothers). When it comes to the top three places where this product is used, snow takes the lead with 251 mentions, followed by New York (56) and Ireland (43). This indicates that the ankle & bootie product is popular in colder climates or regions that experience snowy weather. It is worth noting that New York, being a fashion-forward city, also shows a significant number of mentions, suggesting that the product is trendy and fashionable. In terms of usage, the most common activity associated with the ankle & bootie product is walking, with a substantial 776 mentions. This implies that customers primarily use these shoes for everyday activities and comfort. Additionally, there are 151 mentions of using the product as a gift, indicating that it is a popular choice for gifting occasions. Based on this analysis, the customer profile for the ankle & bootie product can be described as women of various age groups, including younger women, wives, and mothers. They are likely to reside in colder climates or regions with snowy weather, with a notable presence in fashion-forward cities like New York. These customers value both style and functionality, as they use the product for everyday activities like walking, while also considering it as a potential gift option. To further cater to this customer profile, it would be beneficial to focus on marketing campaigns that highlight the product's versatility, comfort, and fashion-forward design. Collaborating with influencers or fashion bloggers from snowy regions or cities like New York could help increase brand visibility and attract more customers. Additionally, offering personalized gift options or bundling the ankle & bootie product with complementary accessories could enhance its appeal as a gift item.

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 boot, shoe, zipper, heel, shaft height. The most mentioned elements about boot are uncomfortable(1.10%), small(0.90%).
The top 5 positive reviews are boot, fit, shoe, look, color. The most mentioned elements about boot are comfortable(14.35%), good(9.14%).
run a bit small0.86%
do not fit0.43%
shaft height0.04%
fit well3.50%
look nice2.87%
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 significant aspect of ankle and bootie category is the boot itself, with both the top con and pro aspects being related to it. The top cons mentioned are related to the fit and comfort of the boot, such as shoe, zipper, heel, and shaft height. On the other hand, the top pro aspect mentioned is also related to the boot, with customers appreciating its style and functionality. To improve product development and selection, it is essential to focus on addressing the cons mentioned by customers. For instance, manufacturers can work on improving the fit and comfort of the boots by using high-quality materials and incorporating features such as cushioning and adjustable straps. Additionally, they can also consider offering a wider range of colors and styles to cater to different customer preferences. Overall, the ankle and bootie category has both pros and cons, with the boot being the most significant aspect. By addressing the cons and focusing on the pros, manufacturers can develop and select products that meet customer needs and preferences, ultimately leading to increased customer satisfaction and loyalty.

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.

Based on the data provided, it seems that customers primarily buy ankle & bootie products due to the product description. This suggests that customers are highly influenced by the information provided about the product. The detailed description likely helps them understand the features, benefits, and quality of the ankle & bootie shoes, leading to their purchase decision. Some reasons why product description is the top feature could be: 1. Clarity: A well-written product description provides clear and concise information about the ankle & bootie shoes, including materials used, design details, and sizing options. This helps customers make informed decisions. 2. Differentiation: A compelling product description highlights unique selling points, such as innovative features, comfort, durability, or style. This sets the ankle & bootie shoes apart from competitors and attracts customers. 3. Trust-building: A comprehensive product description builds trust by addressing potential customer concerns, such as quality, fit, or return policies. It reassures customers that they are making a reliable purchase. Based on this information, here are some suggestions for optimizing Amazon listings: 1. Enhance product descriptions: Ensure that the product descriptions are detailed, accurate, and engaging. Highlight key features, benefits, and any unique selling points to capture customers' attention. 2. Use high-quality images: Include multiple high-resolution images that showcase the ankle & bootie shoes from different angles. This helps customers visualize the product and make an informed decision. 3. Incorporate customer reviews: Display positive customer reviews prominently on the listing page. This social proof can further reinforce the product's quality and encourage potential buyers. 4. Optimize pricing strategy: While price was mentioned as a factor, it ranked lower in importance. Consider competitive pricing strategies, such as offering discounts or bundle deals, to attract price-conscious customers. 5. Improve advertising attraction: Although advertising attraction ranked lower, it is still worth optimizing. Ensure that any advertising campaigns or promotions highlight the unique features and benefits of the ankle & bootie shoes to capture customer interest. Remember, continuously monitoring customer feedback and adapting your listing based on customer preferences can further optimize your Amazon listing and drive more sales.

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
boot keep foot warm22
foot warm
good quality boot keep foot warm
keep foot warm
keep foot dry warm
keep foot warm dry
longer sock14
thicker sock
wear long sock
wear tall sock
long length sock
sock tall
completely waterproof14
water proof
thicker winter sock14
thicker crew sock
thicker sock
wear thick sock
thick winter sock
thicker sturdy sock
fit good
more size up11
up size
size up
up in size
fully water proof11
completely waterproof
truly waterproof
full insole10
size size6
size big
size fit

Analysis of Customer Expectations for Ankle & Bootie Category: Based on the customer feedback, there are a few key expectations that stand out for the Ankle & Bootie category. The most frequently mentioned expectations include a good fit, longer sock, and a full insole. Let's delve into each of these expectations and provide some suggestions for product development prioritization and marketing promotion factors. 1. Fit (12 mentions): Customers highly value a good fit when it comes to ankle and bootie footwear. This suggests that sellers should prioritize ensuring accurate sizing and offer a range of sizes to cater to different foot shapes. Additionally, providing detailed size charts and clear instructions on how to measure one's foot accurately can help customers make informed decisions. 2. Longer sock (14 mentions): The mention of a longer sock indicates that customers desire ankle and bootie shoes that provide coverage and support to the lower leg. Sellers can consider incorporating design elements such as higher shafts or adjustable features to accommodate customers' preferences for a longer sock-like fit. Highlighting this feature in product descriptions and visuals can help attract customers who prioritize this expectation. 3. Full insole (10 mentions): Customers appreciate a full insole, which suggests they seek comfort and cushioning in their ankle and bootie shoes. Sellers should prioritize incorporating high-quality, supportive insoles that provide adequate arch support and cushioning. Emphasizing the presence of a full insole in product descriptions and marketing materials can help differentiate products and attract customers who prioritize comfort. Product Development Prioritization Suggestions: - Focus on improving fit accuracy by investing in research and development to refine sizing options. - Experiment with different shaft heights and adjustable features to cater to customers seeking a longer sock-like fit. - Invest in high-quality insoles that offer superior comfort and support. Marketing Promotion Factors Suggestions: - Highlight the accurate fit of your ankle and bootie shoes in marketing materials to attract customers who prioritize this expectation. - Showcase the longer sock-like fit in product visuals and descriptions to appeal to customers seeking this feature. - Emphasize the presence of a full insole and its comfort benefits in marketing campaigns to target customers who prioritize cushioning and support. By addressing these customer expectations and incorporating them into product development and marketing strategies, sellers can better meet the needs and preferences of their target audience in the Ankle & Bootie 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

I expected a little more out of these boots for the price. They look and feel very cheap - like something you’d buy at Payless or Walmart. I’d expect them to be priced at $25 and no more.
I love them!Mar. 2021
Super cute and comfy but just a little big at lease for me, I typically and unfortunately wear a size 8.5 in most of my shoes, these are a little big I should of ordered an 8 but I rather have the room instead of them being to tight. It helps with being pregnant right now too. But I plan to keep them! They are super comfy and cute! Feel safer on the back of the motor cycle with these than my western boots :)
These run bigOct. 2020
These boots are even cuter in person. I hope they wear as well as they fit! Bought a 5.5 and they still feel roomy enough to be comfortable!
Exactly what I ordered and so comfortable.
Letty Olivera
Me encantaronDec. 2020
Me encanto
Great BOOT!!!Oct. 2022
They Run a big large. I bought an 11 could have used a 10.5 if it came in half sizes. I absolutely LOVE this boot. looks exactly like the picture and is sooooooo comfortable! Great product for the price! IA bought 3 colors and love them all. you want be disappointed with this product.
C. Conroy
Bad qualityJan. 2020
The sole broke down, after wearing only 3 months.
V comfy!!Mar. 2022
Very comfortable especially when I have experienced various “feet issues” when trying new shoe styles.
Super Cute!Oct. 2021
These boots impressed me! They are really comfortable and super cute!!! Love how easy they are to clean off too.

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