Engine Parts 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: 11
Top 1
Average Ratings
Total Reviews
This insight is based on the data from the best seller products. The top 5 of them are:
ARP Chevy LS 3/8in Flange Hex Header Bolt Kit

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 product in the Engine Parts category on Amazon has a high level of customer satisfaction. With an average rating of 4.9 out of 5 and a total of 951 reviews, it's clear that many customers have had positive experiences with this product. As for advice, it's important to continue to maintain the quality of the product and ensure that customers are satisfied with their purchases. Responding to customer feedback and addressing any concerns they may have can also help to maintain a high level of satisfaction and potentially attract even more positive reviews. Additionally, promoting the product through various marketing channels can help to increase visibility and attract new customers.

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 bessy, the most commonly moment of use is daily, the most common location is car, the most common behavior is perform an oil change on my car . 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, we can draw several conclusions about the usage and customer profile for the product in question, which falls under the category of Engine Parts. Firstly, in terms of user mentions, the top three users are Bessy, Dr, and Family, each mentioned once. While we don't have much information about these users, it suggests that the product may have a diverse customer base, appealing to individuals from different backgrounds and interests. Secondly, when it comes to the places where this product is commonly used, the top three locations are the car (mentioned 11 times), truck (mentioned 9 times), and motor vehicle (mentioned 8 times). This indicates that the product is primarily used in automotive settings, catering to both personal vehicles like cars and trucks, as well as broader motor vehicles. Lastly, regarding the usage of the product, the top two purposes mentioned are performing an oil change on a car (mentioned 5 times) and alternately changing the cam (mentioned 4 times). This suggests that the product is commonly used for maintenance tasks related to engines, such as oil changes and camshaft replacements. Based on this analysis, we can make a few suggestions about the customer profile. The product seems to attract a diverse range of users, including individuals like Bessy, Dr, and Family. It appeals to those who own cars, trucks, and other motor vehicles, indicating a potential market among vehicle owners and enthusiasts. Additionally, the product's usage for engine maintenance tasks suggests that it may be popular among DIY mechanics or individuals who prefer to perform their own vehicle maintenance. To better understand the customer profile and tailor marketing efforts, it would be beneficial to conduct further research, such as surveys or interviews, to gather more specific information about the target audience's demographics, preferences, and motivations. This would help in developing targeted marketing strategies and product improvements to meet the needs of the identified customer base.

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 adhesive, thread, crush sleeve, glue, location of the main number. The most mentioned elements about adhesive are not enough(5.26%), bad(2.63%).
The top 5 positive reviews are oil change, bolt, fit, product, build. The most mentioned elements about oil change are easy(10.10%), fast(1.01%).
Automotive > Performance Parts & Accessories > Engines & Engine Parts > Engine Parts
not enough5.26%
not rat for the type of rotational , environmental , and vibration that exist2.63%
crush sleeve2.63%
location of the main number2.63%
oil change10.10%
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 adhesive is the most significant con aspect mentioned in the Engine Parts category, followed by thread, crush sleeve, glue, and location of the main number. On the other hand, the top pro aspect mentioned is oil change, accounting for 10.10% of the responses. The cons mentioned in the data suggest that there are issues with the adhesive and glue used in Engine Parts, which may be causing problems with the product's durability and reliability. Additionally, the thread and crush sleeve issues may be causing problems with the product's fit and performance. The location of the main number may also be causing confusion for customers. On the positive side, the oil change is mentioned as a pro aspect, which suggests that the Engine Parts category is providing some benefits to customers in terms of maintenance and upkeep. To improve product development and selection in the Engine Parts category, manufacturers should focus on addressing the adhesive and glue issues, as well as improving the thread and crush sleeve quality. Additionally, they should consider making the main number more visible and easy to locate for customers. Finally, they should continue to emphasize the benefits of regular oil changes to customers, as this is an important aspect of maintaining engine health.

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.
added insurance1
image of a threaded plug that1
self promotion1

Based on the data provided, it seems that customers are primarily motivated to buy engine parts based on the product description. This suggests that customers are looking for detailed information about the product, such as its specifications, features, and benefits. One possible reason why product description is the top feature is that engine parts can be complex and technical, and customers need to understand exactly what they are buying in order to make an informed decision. Additionally, customers may be looking for specific parts that are compatible with their vehicle or engine, and the product description can help them determine whether the part is a good fit. To optimize Amazon listings for engine parts, sellers should focus on creating detailed and informative product descriptions that highlight the key features and benefits of the product. They should also include technical specifications and compatibility information to help customers make informed decisions. Additionally, sellers should consider leveraging their brand reputation to build trust with customers and differentiate themselves from competitors. Finally, it may be helpful to conduct keyword research and optimize listings for relevant search terms to improve visibility and attract more customers.

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
more thin shim2
more shim size
thin shim
0.001 shim1
0.001 shim
1 " more in length1
1 2 inch longer
A strong adhesive would be better.1
good adhesive
adhesive last longer1
long adhesive last
adhesive strong1
good adhesive
back out1
back out
basic instruction1

Based on the customer feedback, it seems that the customers in the Engine Parts category are looking for thinner shims, with two mentions of this feature. Additionally, one customer mentioned a preference for shims with a thickness of 0.001. Another customer mentioned a desire for shims that are longer by 1 unit. To analyze these expectations, it's clear that customers are looking for shims that are more precise and tailored to their specific needs. This suggests that sellers in this category should prioritize product development that focuses on creating shims that are thinner and more precise in their measurements. Additionally, sellers should consider developing shims that are longer by 1 unit to meet the needs of customers who require this feature. In terms of marketing promotion factors, sellers should highlight the precision and accuracy of their shims in their marketing materials. They should also emphasize the benefits of using shims that are tailored to specific needs, such as improved performance and efficiency. Additionally, sellers should consider offering promotions or discounts to customers who purchase shims in bulk or who purchase shims with specific features, such as thinner measurements or longer lengths. Overall, by prioritizing product development that meets the specific needs of customers and emphasizing the benefits of using precise and accurate shims, sellers in the Engine Parts category can attract and retain customers and increase sales.

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

Looks goodSept. 2019
Looks good Haven’t used
Thumbs upMay 2019
Perfect for the job
These shims are for between the carrier and the bearing, not between the bearing and the housing. This should be specified as the most common way to set-up an axle is between the bearing and the housing (especially for the Dana 44). The stock set-up for my 2004 Jeep Wrangler was between the bearing and the housing. There we no spacers included (0.100" or thicker) and the shims were randomly between 0.020" and 0.003" - definitely not enough for a set-up from scratch, even IF I was planning on doing the set-up between the bearings and the carrier. Plus the manufacturer (Yukon) does not list specifications for this kit anywhere, so you cannot tell what the OD, ID, and thickness ranges are before you purchase to double-check. None of the Yukon shim or spacer kits give these measurements. While the material used is of good quality, the size of these shims make them useless for me. Even if I had not already pressed on my new Timken bearings I would not be able to do a proper backlash/preload set-up with this kit.
Craig C.
This style kit makes building, fitting, measuring, and installing shim packs much easier. And there were plenty of different sizes.
Five StarsFeb. 2017
good quality & different sizes shim for my rear end (differential)
Chad Hegerty
Five StarsJan. 2017
Purchased these to assist in installing a locker with a new ring/pinion set. Worked fine
I have a 2005 TJ unlimited with the Dana 44 rear end which is the shims that go on the outside of the carrier bearings. I double checked on Yukons own website to make sure that these (SK 30214) were compatible for my vehicle, yet when they arrived they are the style that go on the inside of the bearing against the carrier and not the housing. This caused me a great deal of trouble for several reasons. 1 I had to dig pretty deep in the forums before finding out you could use the older behind bearing style shims safely, 2 I needed to purchase additional bearings to grind down for use as setup bearings, and 3 there were not enough shins to account for the Total thickness of the stock shims so i ended up having to remove material from the thick stock outer Shims and combine them with these inner shims just to get where I needed to be. For anyone else in my shoes I would like to comment that I'm not sure if the shims listed for the Dana 44 HD are compatible with the non HD axle in the TJs or not but they certainly "look" like the ones I needed, so perhaps Yukon needs to update their parts catalog.
David K.
These were the shims needed to install an Eaton Elocker in my Dana 35 front axle.
Five StarsFeb. 2015
Part as described, no issues.
Found one cap missing 6-8 needle bearings. What does someone do with a bearing missing bearings?

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