Engine Oils 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:
Derale 13700 Electra-Cool Remote Cooler,Black
Mishimoto MMTC-WRA-07BK Transmission Cooler Compatible With Jeep Wrangler JK 2007-2017 Black
Derale 20561 Jeep Wrangler Direct Fit Automatic Transmission Cooler,Black
Mishimoto MMOC-WRA-07 Oil Cooler Kit Compatible With Jeep Wrangler JK 2007-2017 Silver
Mishimoto MMOC-MUS4-15BK Oil Cooler Kit Compatible With Ford Mustang EcoBoost 2015-2017 Black

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 Engine Oils on Amazon is 4.19, based on a total of 133 reviews. This indicates that overall, customers are relatively satisfied with the Engine Oils available on the platform. A rating of 4.19 out of 5 suggests that the majority of customers have had positive experiences with the Engine Oils they purchased. However, it's important to note that there may be some variation in individual product ratings within this category. It would be helpful to analyze the distribution of ratings to get a better understanding of the overall satisfaction level. Considering the relatively high number of reviews (133), it appears that there is a significant amount of customer feedback available. This can be beneficial for potential buyers as they can rely on the experiences shared by others to make informed decisions. Based on this data, my advice would be to carefully read through the reviews to understand the specific strengths and weaknesses of different Engine Oils. Look for patterns in the feedback to identify any recurring issues or standout features. Additionally, consider the relevance of the reviews to your specific needs and preferences. It's always a good idea to compare multiple products and read reviews from different sources to get a comprehensive understanding. Remember, customer satisfaction can vary from person to person, so it's important to consider your own requirements and priorities when making a purchase 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 cousin, the most commonly moment of use is 110 degree, the most common location is jeep, the most common behavior is after cooler for my air compressor . 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 a few conclusions and make some suggestions about the customer profile for the Engine Oils product. Firstly, it seems that the top user of this product is someone referred to as "cousin," who has been mentioned once. However, there are two instances where the user is mentioned as "undefined," which could indicate that there might be some missing or incomplete data. It would be helpful to have more information about these users to better understand their preferences and needs. Moving on to the top three places where this product is used, the Jeep appears to be the most popular choice, with four mentions. Additionally, using the product under a Jeep cover is mentioned three times, indicating that customers are interested in protecting their vehicles. The truck is also mentioned twice, suggesting that it is another common vehicle type among customers. Regarding the usage of the product, there are two mentions that stand out. One customer mentioned using it as an after cooler for their air compressor, while another mentioned using it to cool something behind the "ls." It would be beneficial to have more context to understand what "ls" refers to in this context. Based on this analysis, we can suggest that the customer profile for this Engine Oils product might include Jeep and truck owners who are interested in protecting their vehicles. The product seems to have potential applications beyond just engine use, as indicated by the mention of an air compressor and cooling something behind the "ls." This suggests that customers might be looking for versatile products that can serve multiple purposes. To better understand the customer profile, it would be helpful to gather more data, such as demographics, specific vehicle models, and additional usage scenarios. This information would allow for more targeted marketing and product development efforts to cater to the needs and preferences of these 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 fan, instruction, cool line fitting port, fitting, blade. The most mentioned elements about fan are defect(9.09%), do not cool anything(9.09%).
The top 5 positive reviews are product, install, build, cooler, 2 wire fan hook up. The most mentioned elements about product are good quality(6.25%), lower trans temp(6.25%).
do not cool anything9.09%
do not work9.09%
spin at an incredible speed9.09%
cool line fitting port9.09%
good quality6.25%
lower trans temp6.25%
powder coat6.25%
2 wire fan hook up6.25%
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 sentiment analysis for the category of Engine Oils is leaning towards the negative side. The top con aspect mentioned most frequently is the fan, accounting for 36.36% of the mentions. Additionally, the top five cons mentioned for vacuum are the fan, instruction, cool line fitting port, fitting, and blade. On the other hand, the top pro aspect mentioned most frequently is the product, accounting for 25.00% of the mentions. Based on these findings, it appears that the fan is a significant drawback for users, as it is mentioned as a con in both the top aspect and the top five cons for vacuum. This suggests that there may be issues with the fan's performance or design. The instructions and various fittings are also mentioned as cons, indicating that users may find them confusing or difficult to work with. On the positive side, the product itself is mentioned as a pro aspect, indicating that users appreciate the overall quality or effectiveness of the Engine Oils. However, without further context, it is challenging to determine the specific reasons behind this positive sentiment. To improve product development and selection, it would be beneficial to address the issues related to the fan, instructions, and fittings. Gathering more specific feedback from users about these aspects could help identify the exact problems and guide improvements. Additionally, considering the positive sentiment towards the product itself, it would be valuable to focus on maintaining and enhancing its quality while addressing the mentioned cons.

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 of undefined, undefined, and undefined, it seems that customers are motivated to buy engine oils for various reasons. To conclude the buyer motivation for this category, it is important to consider the benefits and features that customers find appealing. One of the top reasons customers are likely to purchase engine oils is the product description. A well-written and informative product description can greatly influence their decision-making process. It provides essential details about the oil's specifications, performance, and compatibility with different engines. Customers rely on this information to ensure they are purchasing the right product for their specific needs. To optimize Amazon listings for engine oils based on the given data, here are a few suggestions: 1. Accurate and Detailed Descriptions: Ensure that the product description is comprehensive, highlighting key features, benefits, and any unique selling points. Include information about viscosity, compatibility, certifications, and any additional advantages the oil offers. 2. Clear and Concise Bullet Points: Use bullet points to summarize the most important features and benefits of the engine oil. This allows customers to quickly scan and understand the product's advantages. 3. Customer Reviews and Ratings: Encourage customers to leave reviews and ratings for the engine oil. Positive reviews build trust and credibility, influencing potential buyers. Respond to customer feedback promptly to show that you value their opinions. 4. High-Quality Product Images: Include high-resolution images that showcase the product from different angles. Clear visuals help customers visualize the product and make an informed decision. 5. Competitive Pricing: Offer competitive prices for the engine oil to attract customers. Consider running promotions or offering discounts to incentivize purchases. By implementing these optimization strategies, you can enhance the product's visibility, credibility, and appeal to potential 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
cooler line long1
cooler line long
good instruction1
instruction good
large line1
line 6 " long
line long1
line long
line right length1
line right length
manufacturer improvement1
manufacturer step up
price point good1
price good
replacement 100 %
stand behind product long than month1
stand behind product long than month

Based on the customer expectations mentioned, it seems that customers in the Engine Oils category are looking for products that have a long cooler line, come with good instructions, and have a large line. To prioritize product development, sellers should focus on creating engine oils that have longer cooler lines, as this seems to be the most important factor for customers. Additionally, sellers should ensure that their products come with clear and concise instructions, as this is also a key expectation for customers. Finally, having a large line of products can be beneficial, as it gives customers more options to choose from and increases the likelihood of finding a product that meets their specific needs. In terms of marketing promotion factors, sellers should highlight the length of their cooler lines and the clarity of their instructions in their product descriptions and advertising. They should also emphasize the variety of products they offer to appeal to customers who are looking for specific types of engine oils. Additionally, sellers could 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

Kim & Wyatt
Would be zero stars if possible, missing parts, not worth my time or effort to return it. Disappointing at best.
Bought this for my 1999 Wrangler. I was kind of apprehensive at first about where it was supposed to me mounted, just aft of the skid plate. However my fears have been allayed. It does sometimes get covered with muddy water (imagine that, on a Jeep?) but it still functions. You can definitely hear it cycle on and off. No damage yet, and I beat my Heep. I had to make a modification to the fluid intake when installing it. Basically, my Jeeps fittings differed from the instructions, and I had to hacksaw the crimp off the factory hose so I could then slide the accessory hose onto it. No biggie, but I did lose about a pint of fluid (down my arms) in the process. Again, not a big deal. The unit is very well built, powder coated, robust, and has plenty of hardware. Recommend!
Mr shift
Very happySept. 2019
Great product
Love the cooler fast delivery thank you again
Scott Lusk
Missing partsOct. 2018
Missing parts
A+Jul. 2019
Super easy installation! Works great!
E Dubiton
not badJul. 2019
Price could be more competitive but overall it does as advertise and was reasonably easy to install. I installed this along side the matching transmission oil cooler.
Sylest Frazee
PurchasedEarly review
Used for 2007 jeep wrangler Sahara
Fixed my trans cooler leak quick while I was on vacation 1200 miles from home! Used this fitting to go from a trans cooler hard line to -8an flexible braided hose. Tight connection!

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