General 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: 298
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:
iRobot Roomba i4 (4192) Wi-Fi Connected Robot Vacuum Vacuum - Wi-Fi Connected Mapping, Compatible with Alexa, Ideal for Pet Hair, Carpets (Renewed)
Shark IQ App-Controlled Self-Emptying Robot Vacuum, RV100AE/UR1000SR - Black (Renewed)
iRobot Roomba 694 Robot Vacuum-Wi-Fi Connectivity, Good for Pet Hair, Carpets, Hard Floors, Self-Charging with Authentic Replacement Parts- Dual Mode Virtual Wall Barrier,Black
iRobot Authentic Replacement Parts - Braava Jet Cleaning Solution, Compatible with all Braava Robot Mops - Bona
eufy by Anker, BoostIQ RoboVac 11S (Slim), Robot Vacuum Cleaner, Super-Thin, 1300Pa Strong Suction, Quiet, Self-Charging Robotic Vacuum Cleaner, Cleans Hard Floors to Medium-Pile Carpets

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 the product on Amazon is 4.16, which indicates a relatively positive customer satisfaction level. With a total of 131,750 reviews, it suggests that a significant number of customers have shared their feedback on the product. The fact that the average rating is above 4 out of 5 suggests that the majority of customers are satisfied with their purchase. However, it's important to note that without further information about the distribution of ratings, it's difficult to determine the exact level of satisfaction. It's possible that there could be a wide range of ratings, with some customers extremely satisfied and others less so. Based on this data, my advice would be to continue monitoring customer feedback and addressing any concerns or issues raised by customers. It's crucial to maintain a high level of customer satisfaction to ensure positive reviews and repeat business. Additionally, analyzing the reviews in more detail could provide insights into specific areas for improvement or potential product enhancements. Furthermore, it would be beneficial to encourage customers to leave reviews after their purchase, as this can help increase the total number of reviews and provide a more comprehensive understanding of customer satisfaction. Engaging with customers through follow-up emails or incentives for leaving reviews can be effective strategies to gather more feedback. Overall, while the average rating and total number of reviews indicate a positive customer satisfaction level, it's important to continuously strive for improvement and address any concerns raised by customers to maintain a high level of satisfaction and drive future success.

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 kid, the most commonly moment of use is everyday, the most common location is house, 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 is evident that the top three users of this product are kids, wives, and friends. Kids are mentioned the most, followed by wives and then friends. This suggests that the product appeals to a wide range of users, including family members and close friends. When it comes to the places where this product is commonly used, the top three locations are the house, carpet, and floor. This indicates that the product is primarily used indoors, particularly on surfaces like carpets and floors. It is likely that customers find this product useful for cleaning and maintaining their living spaces. In terms of usage, the top two purposes for this product are giving it as a gift and using it for running. This suggests that customers not only purchase this product for personal use but also consider it as a suitable gift option. Additionally, the mention of "run" could imply that the product is used for cleaning or maintaining a specific area quickly and efficiently. Based on this analysis, the customer profile for this product seems to be individuals who prioritize cleanliness and convenience in their homes. They may have children, spouses, and friends who also benefit from using this product. These customers are likely to be interested in products that are versatile, easy to use, and suitable for gifting. To cater to this customer profile, it would be beneficial to emphasize the product's effectiveness in cleaning various surfaces, its convenience in terms of time and effort, and its suitability as a gift option. Marketing campaigns could focus on showcasing how the product can make household chores easier and more efficient, while also highlighting its versatility and durability. Additionally, offering bundle deals or discounts for purchasing multiple units could appeal to customers who want to share the product with their family and friends. Providing customer testimonials or reviews that highlight the positive experiences of users in similar situations could also help build trust and encourage potential customers to make a purchase. Overall, understanding the customer profile and tailoring marketing strategies accordingly can help maximize the product's appeal and attract 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 vacuum, battery, app, brush, unit. The most mentioned elements about vacuum are get stick too easily(0.34%), loud(0.34%).
The top 5 positive reviews are vacuum, suction, app, clean, battery life. The most mentioned elements about vacuum are quiet(1.40%), good(0.42%).
get stick too easily0.34%
do not pick up much0.20%
start beep0.20%
do not always do what its ask to do0.17%
do great for our hardwood floor0.28%
pick up the hair well0.28%
battery life4.05%
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 aspect of this category is the vacuum itself, both as a pro and a con. The top 5 cons mentioned are the vacuum, battery, app, brush, and unit, while the top 5 pros are the vacuum, suction, app, clean, and battery life. It's clear that the vacuum is a crucial aspect of this category, and it's important for product developers to focus on improving its performance and reliability. The battery life is also a significant concern for consumers, so developing longer-lasting batteries or more efficient charging methods could be a valuable improvement. The app is another area that could benefit from development, as it seems to be both a pro and a con. Consumers appreciate the convenience of controlling their vacuum through an app, but there may be issues with the app's functionality or ease of use that need to be addressed. Overall, it's important for product developers to listen to consumer feedback and prioritize improvements that will address the most common concerns. By focusing on improving the vacuum's performance, battery life, and app functionality, they can create a product that meets the needs and expectations of consumers in this 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.
self empty feature20

Based on the data provided, it seems that customers primarily buy this product due to its product description. This suggests that customers are highly influenced by the information provided about the product, which helps them make informed purchasing decisions. The detailed and compelling product description likely highlights the key features, benefits, and unique selling points, making it the top reason for customers to choose this product. To optimize the Amazon listing based on this information, here are a few suggestions: 1. Enhance the product description: Ensure that the product description is comprehensive, accurate, and engaging. Highlight the key features, benefits, and any unique aspects that set the product apart from competitors. Use persuasive language to captivate potential buyers. 2. Use high-quality images: Include clear and visually appealing images that showcase the product from different angles. High-resolution images can help customers visualize the product and make an informed decision. 3. Incorporate customer reviews: Positive customer reviews can significantly influence purchasing decisions. Encourage satisfied customers to leave reviews and consider featuring some of the best reviews prominently on the listing. 4. Optimize pricing strategy: While price is not the top motivator in this category, it still plays a role. Ensure that the product is competitively priced, taking into account factors such as quality, features, and customer value. Consider offering discounts or promotions to attract price-conscious customers. 5. Improve advertising attraction: Although advertising attraction is not the primary motivator, it still holds some significance. Invest in targeted advertising campaigns to increase visibility and attract potential customers. Utilize various advertising channels, such as social media, search engine ads, or influencer partnerships, to reach a wider audience. By focusing on optimizing the product description, incorporating high-quality visuals, leveraging positive customer reviews, refining pricing strategies, and improving advertising attraction, you can enhance the overall appeal of the product and attract more customers 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
last long226
last long
last longer
last forever
last awhile
last for decent amount of time
further improvement
improve on
improve upon
good suction85
suction good
suction strong
more suction
suction power good
good suction
know sooner81
tell sooner
battery last longer75
battery last longer
battery last long
longer battery life
battery life long
long battery last
map out
map and
map easy
map home

Analysis of Customer Expectations: In the general category, customer expectations can vary widely as it encompasses a broad range of products and services. However, since the specific expectations are undefined in this case, we can focus on some common factors that customers often consider when making purchasing decisions. 1. Quality: Customers generally expect products to be of high quality, durable, and reliable. They want products that meet their needs and provide value for their money. Sellers should prioritize product development to ensure that quality is not compromised. 2. Convenience: Customers appreciate convenience in their shopping experience. This includes factors such as easy ordering, fast delivery, and hassle-free returns or exchanges. Sellers should consider streamlining their processes to make it as convenient as possible for customers to purchase and use their products. 3. Customer Service: Good customer service is crucial for customer satisfaction. Customers expect prompt and helpful assistance when they have questions, concerns, or issues with a product. Sellers should prioritize training their staff to provide excellent customer service and ensure that customers feel valued and supported. 4. Innovation: Customers often look for products that offer something unique or innovative. Sellers should prioritize product development to introduce new features, technologies, or designs that set their products apart from competitors. This can help attract customers and create a sense of excitement around the brand. 5. Transparency: Customers appreciate transparency in terms of pricing, product information, and company policies. Sellers should prioritize providing clear and accurate information to customers, avoiding hidden fees or misleading claims. Building trust through transparency can lead to long-term customer loyalty. Marketing Promotion Factors: 1. Targeted Advertising: Sellers should identify their target audience and tailor their marketing efforts accordingly. By understanding customer demographics, preferences, and behaviors, sellers can create targeted advertising campaigns that resonate with their potential customers. 2. Online Presence: In today's digital age, having a strong online presence is crucial. Sellers should prioritize building a user-friendly website, optimizing it for search engines, and utilizing social media platforms to engage with customers and promote their products effectively. 3. Reviews and Testimonials: Positive reviews and testimonials can significantly influence customer purchasing decisions. Sellers should prioritize encouraging satisfied customers to leave reviews and testimonials, as well as responding to any negative feedback promptly and professionally. 4. Promotions and Discounts: Offering promotions, discounts, or loyalty programs can attract new customers and encourage repeat purchases. Sellers should prioritize creating enticing offers that provide value to customers while still maintaining profitability. 5. Branding and Storytelling: Building a strong brand identity and telling a compelling brand story can help sellers differentiate themselves from competitors. Sellers should prioritize developing a unique brand image and effectively communicating their brand values and story through various marketing channels. Remember, these suggestions are general in nature, and it's important for sellers to adapt them to their specific industry, target audience, and product offerings.

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

Go with itDec. 2022
I have the LR-3connect, these bags fit great, well the are abnormally large like the name brand so I guess that's good. They are a thick, durable bag so no holes or tears. I definitely think you should give them a shot.
These are as good as - if not better than - the whisker brand bags, but for a much better price. We've been happy with them for our LR3 Connect! I saw two questions about scent/smell so I'll answer them: 1. They are NOT scented 2. They do NOT deodorize as advertised. This is not an issue for us, as we change the bag every 3-4 days. On the rare occasion I've had to "shake down" the drawer to clear a false full notification, there is a lingering smell. I recommend always changing the bag when the box says it's full, even if there is room. We had the same issue with the whisker brand bags.
Betty Davis
My son couldn’t tell the difference between litter robot bags and these. These are much less cost.
The good: These appear to fit well in my litter robot. They are similar in thickness to the bags from litter robot, just a little shorter so I don’t have to roll quite so much. Also, they are unscented which I appreciate. The bad: Unfortunately, I’ve had a couple of the bags bust open from the bottom seam when removing them from the litter robot, which makes a really gross mess to clean up. I never had that happen with the litter robot bags. In case you are wondering, I empty the litter robot every couple of days and long before the drawer is full.
The bags fit the litter robot 3 pretty perfectly. The plastic is thick enough to handle a very full bag without tearing. Great alternative to the litter robot bags or using generic trash bags.
Perfect fit!Aug. 2022
I was happy to find out that these are a perfect replacement for the Litter Robot 3. A lot cheaper than buying from the Litter Robot website. We were using old grocery bags and anything else we could find, but there were always issues. Now we have a working cheaper solution.
John S.
Way better price than through little robot. Fits my version “3” as stated. Exactly what comes with the initial order. Something about them is far better than typical trash bags !?
jill green
Good productApr. 2022
Thick, easy to use
Perfect sizeOct. 2022
I’ve used it twice and it fits very well in the drawer

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