Engine Cooling 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:
WIX Filters - 24070 Heavy Duty Coolant Spin-On Filter, Pack of 1
Stant 10230 Radiator Cap
Stant Radiator Cap, Black
Superstat ® Premium Thermostat
Stant Radiator Cap

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 Cooling category on Amazon has a high level of customer satisfaction. With an average rating of 4.55 out of 5 and a total of 2505 reviews, it suggests that many customers have had positive experiences with the product. As an AI language model, I don't have access to the specific product details, but based on the category, it's likely that the product is related to cooling systems for engines. If you're considering purchasing a product in this category, it's important to read through the reviews carefully to ensure that the product meets your specific needs. Additionally, it's always a good idea to do some research on the brand and the seller before making a purchase. Look for products with a high number of positive reviews and a low number of negative reviews. This can help you make an informed decision and ensure that you're getting a high-quality product that meets your needs.

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 father, the most commonly moment of use is summer, the most common location is jeep, the most common behavior is mount fan . 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 customers who are most interested in this product are likely to be men who are fathers, husbands, and sons. These individuals may be interested in the product because they own a vehicle, such as a jeep, car, or truck, and are looking for a way to keep their engine cool. The fact that the top two uses of the product are to mount a fan and to drive suggests that these customers are likely to be individuals who enjoy spending time outdoors, perhaps going on road trips or off-roading adventures. They may also be interested in DIY projects and working on their vehicles themselves. To appeal to these customers, it may be helpful to emphasize the durability and reliability of the product, as well as its ease of installation. Marketing materials could also highlight the product's ability to keep engines cool even in extreme temperatures, making it ideal for outdoor enthusiasts. Additionally, offering tutorials or guides on how to install the product could be a useful way to engage with these customers and build brand loyalty.

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 cap, product, plastic, radiator cap, comb. The most mentioned elements about cap are leaks water(1.79%), leak(1.19%).
The top 5 positive reviews are fit, product, filter, cap, radiator cap. The most mentioned elements about fit are good(17.65%), comfotably(0.53%).
Automotive > Performance Parts & Accessories > Engine Cooling
leaks water1.79%
allow coolant to escape under high pressure0.60%
cause seal problem over time when clog with gunk or small particle0.60%
radiator cap4.76%
radiator cap4.28%
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 Engine Cooling category has some mixed sentiment. The top con aspect mentioned most is cap, which is followed by product, plastic, radiator cap, and comb. On the other hand, the top pro aspect mentioned most is fit. The cons of this category seem to be related to the quality of the products, with customers mentioning issues with the cap, plastic, and radiator cap. Additionally, the comb is mentioned as a con, which could indicate that the design of the product is not user-friendly. However, the pro aspect of fit suggests that when the product does work well, it fits well and performs as expected. To improve product development and selection in this category, it may be helpful to focus on addressing the cons mentioned by customers. This could involve improving the quality of the cap, plastic, and radiator cap, as well as redesigning the comb to make it more user-friendly. Additionally, it may be helpful to conduct further research to identify other areas for improvement and to gather feedback from customers to ensure that their needs are being met.

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.
20 fin per inch attachment1

Based on the data above, it seems that customers are primarily motivated to buy products in the Engine Cooling category based on the brand reputation and product description. Price is also a factor, but it appears to be less important than the other two factors. One reason why product description is the top feature is that customers want to make sure they are purchasing the right product for their specific needs. Engine cooling products can be complex and technical, so customers want to be sure they are getting a product that will work for their particular vehicle or application. A detailed product description can help customers make an informed decision and feel confident in their purchase. To optimize an Amazon listing for an engine cooling product, it's important to focus on the product description. Make sure the description is detailed and includes all the relevant technical information that customers might need to know. Use clear and concise language, and consider including images or diagrams to help illustrate how the product works. Additionally, it's important to build a strong brand reputation by providing excellent customer service and responding promptly to any customer questions or concerns. This can help build trust with customers and encourage them to choose your product over competitors.

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 long2
last long
190 degree1
190 degree
another company build1
another company build
before after photo1
before after photo
business grows and1
business grows and
cap have safety feature1
cap have safety feature
comb make of metal1
comb make of metal

Based on the information provided, it is unclear what specific customer expectations are for the Engine Cooling category. However, in general, customers who are looking for Engine Cooling products may be expecting high-quality, durable, and efficient products that can effectively regulate the temperature of their vehicle's engine. To meet these expectations, sellers should prioritize product development that focuses on improving the performance and reliability of their Engine Cooling products. This could include using high-quality materials, incorporating advanced cooling technologies, and ensuring that their products are compatible with a wide range of vehicle models. In terms of marketing promotion factors, sellers should focus on highlighting the key features and benefits of their Engine Cooling products, such as their ability to improve engine performance, reduce fuel consumption, and extend the lifespan of the vehicle. They should also consider offering competitive pricing, providing excellent customer service, and leveraging social media and other digital marketing channels to reach a wider audience. Overall, by prioritizing product development and marketing efforts that align with customer expectations, sellers can increase their chances of success in the Engine Cooling category and build a loyal customer base.

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

I used this to replace the old one in my jeep wrangler. I wanted a thermostat that would open at a cooler temperature keeping the engine cooler. It works great and my temperature never gets to hot.
Did it's jobMar. 2021
Bought for my 2000 TJ. Jeep runs at 160 to 170 degrees, instead of 210 - 215 - very happy and so is Jeep
It's okayNov. 2020
It's great ☺️
2 months. So far so good :).
Luc Peeters
Top qualityJul. 2021
Top quality
Five StarsMar. 2017
Very Good!!!
Five StarsOct. 2014
Love the brand, great for climate or weather such as summer where it is about 85 degrees
James R.
I don't think I will use the part. The diameter of the center hole where the sealing piston sits, and is open when hot, is pretty darn small. In other words, if you look straight down on this part the metal flange is quite wide, and the hole that water will need to pass through when open is much smaller than my stock Subaru stat. So even though it opens at 160, the hole it opens is small, about a 1" diameter, and I fear it will restrict flow even when wide open. I have 1.5" hoses and piping, and the small hole in the middle of this stat will likely restrict the flow too much. Other brands have a 1.5" center hole.
Works as usedJul. 2019
Very simple
angry as hell
my factory setting is 195 degrees this one opens much earlier and keeps my engine cool even at 160 degrees it is enough to kick in the heat when I use it excellent product

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