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Intermediate Shaft 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:
labwork Lower Power Steering Column Coupling Shaft Universal U Joint Assembly 4713943 Replacement for Jeep Cherokee 1988-1994
Ford 7E5Z-3A329-B, CV Intermediate Shaft
National 473814 Oil Seal
Genuine Mopar Intermediate Shaft - 68066178AA
Mopar 6806 6180AA, CV Intermediate Shaft

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 Intermediate Shaft product on Amazon has a relatively high customer satisfaction rating. With an average rating of 4.44 out of 5 and a total of 31 reviews, it suggests that customers are generally happy with the product. However, it's important to note that the sample size of reviews is relatively small, so it's possible that the rating could change with more reviews. Additionally, it's unclear what the specific features and benefits of the Intermediate Shaft product are, so it's difficult to provide specific advice. In general, if you're considering purchasing the Intermediate Shaft product, it's a good idea to read through the reviews carefully to get a sense of what customers like and dislike about the product. You may also want to do some additional research to compare the Intermediate Shaft product to similar products in the same category to ensure that you're getting the best value for your money.

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
No Data
No Data
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 related to the Intermediate Shaft category. The top three users are undefined, which makes it difficult to draw any conclusions about the customer profile. However, the top three places to use the product are Boxster, car, and Jeep, which suggests that the product is suitable for a range of vehicles. The top two usages of the product are to enjoy my Porsche and header clearance, which indicates that the product is likely to be used by car enthusiasts who are looking to enhance the performance of their vehicles. This suggests that the customer profile is likely to be individuals who are passionate about cars and are willing to invest in products that can improve their driving experience. Based on this analysis, it would be beneficial for the company to target car enthusiasts who are looking to enhance the performance of their vehicles. The company could also consider targeting individuals who own Porsche vehicles, as this was the most commonly mentioned vehicle in the data. Additionally, the company could consider marketing the product as a way to improve header clearance, as this was also a commonly mentioned usage of the product. By targeting these specific customer segments, the company may be able to increase sales and improve customer satisfaction.

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 3 negative reviews are shaft, extension, bearing. The most mentioned elements about shaft are impossible to collapse or extend(25.00%), no play in it(25.00%).
The top 5 positive reviews are product, install video, explanation of the technology, eps bear cage, instruction. The most mentioned elements about product are cant fail and fall apart(14.29%), solid(14.29%).
Automotive > Replacement Parts > Bearings & Seals > Seals > Intermediate Shaft
impossible to collapse or extend25.00%
no play in it25.00%
slide free25.00%
cant fail and fall apart14.29%
install video28.57%
explanation of the technology14.29%
eps bear cage14.29%
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 Intermediate Shaft category has some significant cons that are mentioned frequently, such as the shaft, extension, and bearing. However, there is also a pro aspect mentioned, which is the product itself. The lack of clarity around some of the cons, such as "undefined," "eps bear cage," and "instruction," makes it difficult to fully understand the issues customers are experiencing. However, it is clear that there is room for improvement in terms of product information and installation instructions. To improve the product, it would be helpful to address the most commonly mentioned cons, such as the shaft and bearing. Additionally, providing more detailed information about the product and its technology could help customers better understand how to use it and what to expect. Overall, it seems that the Intermediate Shaft category has potential, but there are some significant issues that need to be addressed. By focusing on improving the product and addressing customer concerns, it may be possible to turn these cons into pros and create a more successful product.

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

Based on the information provided, it seems that customers are buying a product in the Intermediate Shaft category, but the specific product description is not mentioned. However, it is clear that the product description is the top feature that motivates buyers to make a purchase. There could be several reasons why the product description is so important to buyers. Perhaps it provides detailed information about the product's features and benefits, or it helps customers understand how the product can solve a specific problem they are facing. Additionally, a well-written product description can help build trust with potential buyers and make them more likely to make a purchase. To optimize an Amazon listing for a product in the Intermediate Shaft category, it would be important to focus on creating a clear and compelling product description. This could include highlighting the key features and benefits of the product, as well as providing detailed information about its specifications and intended use. Additionally, including high-quality images and customer reviews can help build trust with potential buyers and increase the likelihood of a sale.

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
bearing seal in plastic1
bearing seal in plastic
make 100k1
make 100k

Based on the information provided, it is unclear what the specific customer expectations are for the Intermediate Shaft category. However, as a general analysis, customers in this category are likely looking for a product that is durable, reliable, and performs well. They may also be interested in features such as ease of installation and compatibility with other parts of their vehicle. To meet these expectations, sellers should prioritize product development that focuses on improving the durability and reliability of their Intermediate Shaft offerings. This could involve using high-quality materials, implementing rigorous testing procedures, and incorporating customer feedback into the design process. In terms of marketing promotion factors, sellers should emphasize the benefits of their Intermediate Shaft products, such as improved performance and ease of installation. They should also highlight any unique features or advantages that their products have over competitors. Additionally, sellers should consider offering promotions or discounts to incentivize customers to try their products and build brand 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

Jef de Vos
perfect fitJan. 2022
fast delivery, good price
By th correctFeb. 2021
A must have for a 996. She made it 112430 on the stock dbl row bearing. Hopefully she will make another 100k
No issuesAug. 2018
Great product that has been put in thousands of motors by a famous motor builder without one failure.
I did research on various solutions available to fix/replace the Intermediate Shaft bearing on Porsche M96 engines. This bearing is prone to failure rendering your engine unrebuildable. A replacement engine cost in excess of $10K so is important to address this although yours may or may not fail. After careful examination and reading of reviews in multiple Porsche forums, I decided on this solution fron European Parts, mostly because I will be able to take out the cap during my next clutch change and check the condition of the roller bearing itsel. This you will not be able to do if using other sealed-bearing solutions. The explanation of the technology used at their website is good and the installation videos are precise and easy to understand. I'm comfortable working on vehicles and would rate this job with a difficulty level of 5/10 (1 representing changing oil and 10 rebuilding an engine).I've done two IMS replacements; the first one using an OEM IMS on my previous car, a 99 Boxster and this one for my current 03 C4S. The first time I did not use the recommended removal/installation tool so it took longer (4 hours) since I had to 'jerry-rig' a puller. This time I purchased the recommended removal tool and it only took 1 hour, 1/2 hour removing/installing the bearing and 1/2 hour installing the oil pump slotted shaft to provide constant oil feed to the bearing. I suggest getting the removal/installation tool. This tool is available from various places on the Internet and they vary in price. The tool would only be needed to remove the original IMS since the EPS kit provides a special tool to aid in the installation. So far, I've put 2000 miles on the kit, with an oil change after 1000 miles to check for particles. Not a single visible particle was found so I say, all is good in that department. Now I can enjoy my Porsche like it was designed to without fear of grenading the engine :)
Five StarsDec. 2016
Great product and great price.
The product is not worth the price
Michael Thies
The part was a bit dirty, like it had been fiitef and removed from another vehicle. We would have preferred to see the bearings sealed in plastic line the other parts. This a risk to use dirty pieces. We will have to clean them very well.
Easy to install and easy to follow instructions, kit includes the Roller bearing, new flange, securing nut, 2 green plugs for the cams, 3 torx screws for install on new IMSB flange also includes the IMSB insertion tool and the Allen oil pump shaft w/ the oil feed piercing tool. I installed this replacement for my original dual row IMSB that was going south in my 911 engine with ease.
tony lee
Five StarsSept. 2014
Great fix to my Porsche Boxster.
IMS FixOct. 2019
Good quality. Good installation videos. Easy install

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