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Green 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: 66
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:
Davidson's Tea Bulk, Red Vanilla, 16-Ounce Bag
Numi Organic Tea Jasmine Green, 18 Count Box of Tea Bags (Pack of 6)
Jade Leaf Organic Matcha Green Tea Powder - Authentic Japanese Origin - Premium Second Harvest Culinary Grade (1.06 Ounce)
Bigelow Green Tea 6 Flavor Variety Pack, Caffeinated, 20 Count (Pack of 6), 120 Tea Bags Total
Good Earth Tea, 4 Flavor Variety Pack, 18 Tea Bags (Pack of 4)(Packaging May Vary)

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 average rating for products in the Green category on Amazon is 4.51, which indicates a relatively high level of customer satisfaction. Additionally, with a total of 37,352 reviews, it suggests that there is a significant number of customers who have purchased and reviewed products in this category. The high average rating suggests that customers are generally satisfied with their purchases in the Green category. This could be due to various factors such as product quality, functionality, durability, or even customer service. The large number of reviews also indicates that there is a considerable demand for products in this category, as customers are actively engaging with and sharing their experiences. Based on this information, it would be advisable for sellers or manufacturers in the Green category to continue focusing on maintaining high-quality products and ensuring customer satisfaction. They should also encourage customers to leave reviews, as positive feedback can help attract more potential buyers. Additionally, monitoring and promptly addressing any negative reviews or customer concerns can further enhance customer satisfaction and loyalty. It's important to note that while the data suggests a positive trend, it is always beneficial to conduct further analysis and gather more specific insights to make informed business decisions.

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 friend, the most commonly moment of use is everyday, the most common location is japan, the most common behavior is gift give . 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 is popular among individuals who are likely to give gifts to their friends, sons, and husbands. Additionally, the product is commonly used in Japan, grocery stores, and restaurants. The top usage of the product is for gift-giving, followed by drinking. From this data, we can infer that the customer profile for this product is likely to be someone who values eco-friendliness and sustainability, as the product falls under the "Green" category. They may also be someone who enjoys giving thoughtful gifts to their loved ones, particularly their friends, sons, and husbands. To better cater to this customer profile, it may be beneficial to focus on marketing the product as a unique and eco-friendly gift option. Additionally, partnering with grocery stores and restaurants to offer the product as a beverage option could help increase visibility and sales. Finally, highlighting the product's Japanese origins may also appeal to customers who are interested in Japanese culture and products.

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 tea, taste, bag, flavor, product. The most mentioned elements about tea are flimsy(2.74%), bitter(0.68%).
The top 5 positive reviews are flavor, tea, taste, quality, green tea. The most mentioned elements about flavor are good(12.89%), rich(2.92%).
bad quality0.34%
do not taste good0.34%
like like2.27%
green tea2.12%
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 Green tea category has mixed sentiment with both pros and cons mentioned. The top pro aspect mentioned is flavor, which suggests that consumers enjoy the taste of Green tea. However, the top con aspect mentioned is also related to taste, with tea, flavor, and taste being mentioned frequently in the cons. Other cons mentioned include the bag and product quality, which could suggest that consumers are looking for higher quality Green tea products that are not packaged in bags. Additionally, the fact that the vacuum and tip are mentioned in the cons could suggest that consumers are looking for better packaging options that preserve the flavor and quality of the tea. To improve product development and selection in the Green tea category, companies could focus on improving the taste and flavor of their products, as this is the top pro aspect mentioned. They could also consider offering higher quality loose-leaf Green tea options that are not packaged in bags, as this is a common con mentioned. Additionally, companies could explore better packaging options that preserve the flavor and quality of the tea, such as vacuum-sealed or resealable containers.

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 in the Green category are primarily motivated by the product description when making a purchase. This could be because they are looking for specific features or benefits that are highlighted in the description. Additionally, price and brand reputation are also important factors, but to a lesser extent. Some possible reasons why product description is the top feature could be that customers in this category are environmentally conscious and want to know exactly what they are buying and how it will benefit the environment. They may also be looking for specific certifications or eco-friendly materials, which are often highlighted in the product description. To optimize Amazon listings for this category, sellers should focus on creating detailed and informative product descriptions that highlight the eco-friendly features and benefits of their products. They should also consider including certifications or other relevant information that will appeal to environmentally conscious customers. Additionally, sellers should ensure that their prices are competitive and that their brand reputation is strong, as these factors can also influence purchasing decisions.

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
price cheap
cheap or amount
cheap price
bag big20
big bag
bag big
bag large
big bag back
large bag
flavor strong18
strong flavor
flavor strong
strong taste
taste strong
flavor quality good
decaf version
in decaf
decaf option
decaf or green tea
big package16
big package
large package
package big
package large
small package
leg strong16
last long14
last long
last awhile
last half long
more vanilla flavor13
more flavor
more cinnamon flavor
more mint flavor
more more vanilla flavor

Based on the customer expectations mentioned, it seems that customers in the Green category are looking for products that are affordable, offer more value, and have a larger capacity. To meet these expectations, sellers could prioritize product development by focusing on creating products that are cost-effective, offer additional features or benefits, and have a larger size or capacity. For example, they could develop eco-friendly products that are made from sustainable materials and are priced competitively. They could also offer products that have additional features such as being reusable or having a longer lifespan. In terms of marketing promotion factors, sellers could highlight the affordability, value, and capacity of their products in their marketing campaigns. They could also emphasize the eco-friendliness of their products and how they contribute to a greener environment. Additionally, they could offer promotions or discounts to incentivize customers to purchase their products. Overall, by understanding and meeting customer expectations, sellers in the Green category can develop products that are more appealing to their target audience and increase their sales and customer loyalty.

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

bonita w.
Flavor was surprisingly strange. Packaging sturdy, warmth? Iced tea.
Yummy teaOct. 2018
Reminds me of my days in Asia. Makes me pee a lot
Five StarsJan. 2018
Great tea!!
Ito En = 👍Aug. 2022
Best Oolong tea . Try it !
Nick M.
sugarless teaJan. 2022
Great taste without sugar. Should be priced as low as sugary drinks!
Three StarsJul. 2015
Curbs my appetite in the morning, gives enrgy. Bitter tasting
My husband discovered Ito En Golden Oolong Tea at our favorite Sushi bar, and no other tea can match it's wonderful subtle flavors. This tea is a faboulous blended tea that is refreshing and great with meals or just to drink. I enjoy sweetening it with a packet of Truvia, chilling it, and having it as a snack in the afternoons. I highly reccommend this product. Golden Oolong takes tea to new level of smoothness and is unique ~ green tea lovers will really appreciate this tea.
If you like unsweetened tea, this is the best option you can try!! I always love Oolong tea, and now I can drink it without doing the infusion. Also I use the Subscribe and Save and I received my package or tea every 3 weeks. I really recommend this product and subscription!!!
Five StarsJul. 2018
I love this tea
C. Abe
Sometimes you just want to be able to enjoy a non-carbonated, non-sweeten, refreshing drink other than water. This is it! It’s not overwhelming like other drinks, doesn’t give you coffee breath, it crunches your thirst, and you don’t have to feel guilty drinking it. Im

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