Wiper Motor 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:
Standard Motor Products HR151T Wiper Motor Control Relay
AUTOPA 55077859AC Windshield Wiper Linkage for Jeep Wrangler 2007-2017
Standard Motor Products RY-737 Wiper Motor Control Relay
Front Windscreen Wiper Relay 61366980177 6980177 fit for 1 E81 E70 E70N E71 E72 E81 E82 E82E
Standard Motor Products RY-772 Relay

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 Wiper Motor product in question has a relatively high customer satisfaction rating of 4.26 out of 5, based on 117 total reviews on Amazon. This suggests that the product is generally well-liked by customers who have purchased and used it. However, it's important to note that this data alone may not provide a complete picture of the product's quality or reliability. It's possible that there are other factors that could impact customer satisfaction, such as the product's price, ease of installation, or compatibility with different types of vehicles. If you're considering purchasing this Wiper Motor product, it may be helpful to read through some of the reviews to get a better sense of what customers like and dislike about it. Additionally, you may want to do some additional research to compare this product to other similar options on the market, to ensure that you're getting the best value for your money. Overall, based on the available data, it seems that the Wiper Motor product in question is generally well-regarded by customers on Amazon. However, as with any purchase, it's important to do your due diligence and research the product thoroughly before making a decision.

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 wife, the most commonly moment of use is hot, the most common location is honda, the most common behavior is get go quickly . 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 in question is a wiper motor, which is commonly used in Honda vehicles, particularly the Civic and Odyssey models. The top user mentioned is the wife, which could suggest that this product is often used by individuals who are responsible for maintaining their family's vehicles. It's interesting to note that there are two "undefined" categories in the data, which could indicate that there is some missing information or that the data was not properly recorded. However, we can still draw some conclusions from the available data. One suggestion for the customer profile is that they are likely Honda owners who prioritize the maintenance and upkeep of their vehicles. They may be individuals who value reliability and safety, as having a functioning wiper motor is essential for driving in inclement weather. Another suggestion is that the customer profile may be individuals who are comfortable with DIY car maintenance, as they may be the ones installing the wiper motor themselves. This could be a cost-saving measure for those who prefer to do their own repairs rather than taking their car to a mechanic. Overall, it's important to gather more data and information to fully understand the customer profile and their needs. However, based on the available data, we can make some educated guesses about who the target audience for this product may be.

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 wiper, a/c, air conditioning, bracket in the leg section, ac fan behind the radiator. The most mentioned elements about wiper are do not work(8.33%), not right(8.33%).
The top 5 positive reviews are fit, product, function, motion of the windshield wiper, quality. The most mentioned elements about fit are good(25.00%).
Automotive > Replacement Parts > Switches & Relays > Relays > Wiper Motor
do not work8.33%
not right8.33%
sit too high or too low below the windshield8.33%
will not start and stop where you want8.33%
air conditioning8.33%
bracket in the leg section8.33%
ac fan behind the radiator8.33%
motion of the windshield wiper25.00%
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 wiper motor category has some significant cons that customers are concerned about. The top con mentioned by customers is the wiper itself, which is mentioned in both the top 1 and top 5 cons. Other cons mentioned include issues with the air conditioning, bracket in the leg section, ac fan behind the radiator, product quality, and function. On the positive side, the top pro mentioned by customers is the fit of the wiper motor. However, this is only mentioned by 25% of customers, which suggests that there is room for improvement in other areas. To improve the wiper motor category, manufacturers could focus on addressing the most common cons mentioned by customers. This could involve improving the quality of the product, addressing issues with the air conditioning and other components, and making sure that the wiper itself is functioning properly. Additionally, manufacturers could focus on improving the fit of the wiper motor, which is the top pro mentioned by customers. Overall, it seems that there is room for improvement in the wiper motor category. By addressing the most common cons and focusing on improving the fit of the product, manufacturers could create a better experience for customers and increase satisfaction with their products.

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.
No Data
No data

Based on the mentions provided, it seems that customers buy the Wiper Motor product category for its functionality and reliability. The top reason for purchasing this product is its product description, which provides detailed information about the product's features and benefits. To optimize the Amazon listing for this product category, it is important to focus on the product description. The description should be clear, concise, and provide all the necessary information about the product. It should also highlight the key features and benefits of the product, such as its durability, ease of installation, and compatibility with different car models. In addition to the product description, it is also important to include high-quality images and videos that showcase the product in action. This will help customers visualize how the product works and how it can benefit them. Finally, it is important to gather customer feedback and reviews to improve the product and the listing. This will help identify any issues or areas for improvement and provide valuable insights into customer preferences and needs. By focusing on these key areas, sellers can optimize their Amazon listing and increase sales for the Wiper Motor product category.

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
right direction1

Based on the information provided, it is unclear what specific customer expectations are for the Wiper Motor category. However, in general, customers purchasing wiper motors may expect the product to be durable, reliable, and easy to install. They may also expect the wiper motor to be compatible with their specific vehicle make and model. To better understand customer expectations for this category, sellers could conduct market research and gather feedback from customers who have purchased wiper motors in the past. This could involve surveys, focus groups, or online reviews. Once customer expectations have been identified, sellers can prioritize product development to meet those expectations. For example, if customers value durability, sellers could invest in higher quality materials or manufacturing processes to ensure the wiper motor lasts longer. If customers value ease of installation, sellers could design the product with clear instructions and user-friendly features. In terms of marketing promotion factors, sellers could highlight the features that are most important to customers in their advertising and product descriptions. They could also offer promotions or discounts to incentivize customers to purchase their wiper motors over competitors. Additionally, sellers could leverage customer reviews and testimonials to build trust and credibility with potential buyers.

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

GreatDec. 2019
Regrettably this was just throwing money at a problem instead of diagnosing it, but the part functions just like the factory one did!
Love the fact that I payed $25 dollars for a basic relay and I received an actual BMW relay that is worth at least $125 at the dealer and $90 on line. Amazing!!! Very happy with this purchase. It took 8 days to get to me, but we’ll worth the wait …
Perfect fit on my 2018 JKU Sahara, Update: Brake came apart after only 2 months. These pieces should be welded together. I barely used the wipers and then the bracket came loose rendering it useless.
Nic Culver
Correct part for my 2010 JKU. Time will tell quality. My stock one lasted almost 10 years (bushing failed). MAKE SURE you note the motor's "wiper park" or off position before removing the old assembly because you need to line up the new assembly in the exact same motor start position to get the wiper park position correct. Otherwise, like I did, figuring it out was a pain and your wipers won't start and stop where you want. It's all in where the assembly meets the motor, not just the arm position when you put those back on.
Gary Bankston
Product works very well. However, make sure it is positioned correctly so the wiper does not over travel.
Easy installation and product matched vehicle. Took “me” a while getting wipers adjusted 🥴
This has been a perfect fit for my 1998 BMW 528i. It was a fraction of the dealer cost and it works perfectly!! They ship immediately and I suggest them for as many parts as possible!
Great value & easy to install - I watched a few YouTube videos for instructions....
Javier Ulate
Funciona perfecto en un E46, 320 año 2000

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