Engine & Oil 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
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Average Ratings
Total Reviews
This insight is based on the data from the best seller products. The top 5 of them are:

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 products in the Engine & Oil category on Amazon is quite high at 4.64 out of 5. This indicates a generally positive level of customer satisfaction. Additionally, with a total of 4859 reviews, it suggests that there is a significant number of customers who have purchased and reviewed products in this category. The high average rating implies that customers are generally happy with the Engine & Oil products they have purchased on Amazon. This level of satisfaction could be attributed to the quality and performance of the products, as well as the overall customer experience. Based on this information, my advice would be to continue focusing on maintaining the quality of the products in the Engine & Oil category. Consistently delivering high-quality items will help ensure customer satisfaction and positive reviews. Additionally, it would be beneficial to encourage customers to leave reviews after their purchase, as this will not only provide valuable feedback but also help build trust and credibility for potential buyers. Furthermore, it would be wise to monitor customer feedback closely and address any negative reviews promptly. This will demonstrate a commitment to customer satisfaction and allow for improvements in areas that may need attention. Overall, the high average rating and significant number of reviews in the Engine & Oil category on Amazon indicate a positive customer experience. By continuing to prioritize product quality and customer satisfaction, sellers can further enhance their reputation and attract more customers in this competitive market.

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 friend, the most commonly moment of use is morning, the most common location is car, the most common behavior is an oil change . 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 is evident that the top three users of this product are friends, followed by wives and husbands. This suggests that the product is popular among individuals who have a close relationship with the user, indicating a potential word-of-mouth influence in its usage. When it comes to the places where this product is commonly used, the car takes the lead with 340 mentions, followed by trucks with 215 mentions, and vehicles with 160 mentions. This indicates that the product is primarily used in personal transportation, particularly in cars and trucks. It is worth noting that the term "vehicles" is quite broad and could include various types of transportation, further emphasizing the versatility of the product. In terms of usage, the top two mentions are related to an oil change (47 mentions) and driving (37 mentions). This suggests that the product is commonly associated with engine maintenance, specifically oil changes, which aligns with the category of Engine & Oil. Additionally, the mention of driving indicates that the product is used during regular vehicle operation. Based on this analysis, we can draw some conclusions about the customer profile. The product seems to appeal to individuals who value recommendations from their friends, as they are the top users. This indicates that social influence plays a significant role in the adoption of this product. Furthermore, the fact that the product is primarily used in personal transportation, specifically cars and trucks, suggests that the target audience is likely vehicle owners or drivers. To further enhance the customer profile, it would be beneficial to gather more data on the specific needs and preferences of the users. This could involve conducting surveys or interviews to understand their motivations for using the product, their expectations, and any pain points they may have. Additionally, exploring marketing strategies that leverage the influence of friends and family could help increase brand awareness and attract new customers. Overall, the analysis suggests that the product is well-suited for individuals who prioritize engine maintenance, particularly during oil changes, and who value recommendations from their friends. By understanding and catering to the needs of this customer profile, the product can be further optimized to meet their expectations and drive 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 5 negative reviews are light, engine, product, motor, oil. The most mentioned elements about light are flimsy(3.76%), not bright enough(2.35%).
The top 5 positive reviews are engine, product, motor, run, oil. The most mentioned elements about engine are smoother(12.54%), louder(4.27%).
not bright enough2.35%
are not bright enough0.47%
sound great0.85%
work good0.57%
Product pros and cons based on Amazon reviews. Consumers' sentiments which represent their opinions are identified using AI.

Based on the data provided, it appears that the most commonly mentioned con aspect of the Engine & Oil category is its light weight, which was mentioned by 12.68% of respondents. Other cons mentioned include the engine, product, motor, and oil. On the other hand, the top pro aspect mentioned was the engine, which was cited by 21.94% of respondents. Overall, it seems that the Engine & Oil category has some strengths and weaknesses. The engine is clearly a standout feature that many people appreciate, but there are also concerns about the product, motor, and oil. The fact that light weight is the most commonly mentioned con suggests that there may be a need for products in this category that are more substantial and durable. To improve product development and selection in this category, it may be helpful to focus on addressing the concerns that people have about the product, motor, and oil. This could involve improving the quality of these components, or finding ways to make them more reliable and long-lasting. Additionally, it may be worth exploring ways to make products in this category more substantial and less prone to damage or wear and tear. By addressing these concerns, it may be possible to create products that are more appealing to consumers and that offer greater value and satisfaction.

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.
auto show1
close to oem owner manual type1
german like the car1

Based on the data provided, it seems that customers in the Engine & Oil category are primarily motivated to buy products based on recommendations from friends, followed closely by product descriptions and brand reputation. The fact that product descriptions are the top feature suggests that customers in this category are looking for detailed information about the products they are considering purchasing. This could be because engine and oil products are often technical and complex, and customers want to make sure they are getting the right product for their needs. To optimize Amazon listings for this category, sellers should focus on creating detailed and informative product descriptions that highlight the key features and benefits of their products. They should also consider including customer reviews and ratings, as these can be a powerful motivator for potential buyers. Additionally, sellers should make sure their brand reputation is strong and that they are actively engaging with customers to address any concerns or issues they may have. By doing so, they can build trust and loyalty with their customers, which can lead to increased sales and revenue over time.

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
18 or 20 oz per bottle2
18 or 20 oz per bottle
big light2
big bright light
light big
cost less2
good view gauge side2
good view gauge side
helpful review2
review help
1 gallon1
gallon size
100k mile1
250k mile

Based on the customer feedback provided, it seems that customers in the Engine & Oil category have certain expectations when it comes to the products they purchase. Firstly, customers are looking for help when it comes to selecting the right engine oil for their vehicle. This could mean that they are looking for clear and concise information about the different types of engine oils available, as well as guidance on which one would be best suited for their specific needs. Sellers could consider providing more detailed product descriptions and specifications, as well as offering customer support to answer any questions or concerns. Secondly, customers seem to prefer larger bottle sizes, with 18 or 20 oz being mentioned specifically. This could indicate that customers are looking for products that offer good value for money, as well as convenience. Sellers could consider offering larger bottle sizes, or even bulk purchasing options, to cater to this demand. Finally, customers are looking for products that are big and light. This could suggest that customers are looking for products that are easy to handle and store, as well as products that are visually appealing. Sellers could consider developing products that are lightweight and easy to handle, while also focusing on the design and packaging of their products to make them more visually appealing. In terms of product development prioritization, sellers should focus on meeting the core needs of their customers first, such as providing clear information and guidance, and offering larger bottle sizes. Once these needs are met, sellers can then focus on developing products that are lightweight and visually appealing. When it comes to marketing promotion factors, sellers should focus on highlighting the key features and benefits of their products, such as their ease of use, value for money, and convenience. They could also consider offering promotions or discounts on larger bottle sizes, or bundling products together to offer even greater value for money. Additionally, sellers could consider partnering with automotive experts or influencers to help promote their products and provide additional guidance and support to customers.

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

paul fultz
It wprks great!!!!
I put in differential of older auto, it has a drip at drive spindle. I add about 1/2 cup of oil every six months. Quiets the differential, no more clunking between shifts.
hidden crazy
My son giftMay 2020
Purchased for my son for his scooter. So don’t no how good it is but I am assuming he likes it
I do my own yard work ever since I retired for mainly three reasons. One it gets me out of the house and I get a lot of exercise as I have a large residential lot. Second I do a better job than any service I employed over the years; I get it done when it is needed, I do more, I don't contaminate my plantings by using tools that carry fungus and other damaging things from other yards as services do. And thirdly, being retired I am saving hundreds of dollars a month. I also maintain all my own equipment which entails a number of tools powered by gasoline engines and electric motors. Tools that have gearboxes, shaft drives, cutting edges and in general moving parts, this Valvoline High Performance SAE 85W-140 Conventional Gear Oil does an excellent job of keeping them lubricated. I recommend it.
lubricationSept. 2021
good stuff with great price. seems to frequently have great deals on pricing.
C. Becky
good valueAug. 2021
great price for a good product
Can also be used as gun grease.
Angelo M.
I have used 80W-90 and 85W-140 in rear diff axles. In almost all situations I use 80W-90 but for my 2000 Trans Am I opted for the 85W-140 as it is a Torsen type diff and many others with those rear diffs complain about wine noise that can be cured with the heavier weight oil. I can confirm the heavier weight 85W-140 solves the wine noise issue. I also always add the GM additive (GM #1052358 / AC Delco #88900330) for posi rear ends.
It is gear oil. Not much else to say. Works as intended.
Fast serviceApr. 2021
Just what I order

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