Under Hood Lights 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 Under Hood Lights product in question has a high level of customer satisfaction. With an average rating of 4.49 out of 5 and a total of 1563 reviews, it's clear that many customers have found this product to be useful and effective. If you're considering purchasing this product, it's likely that you'll be satisfied with your purchase. However, it's always a good idea to read through some of the reviews to get a better sense of what other customers have experienced. Additionally, it's important to make sure that this product is the right fit for your needs before making a purchase. Overall, it seems that the Under Hood Lights product in this category is a solid choice for those in need of this type of product. With a high level of customer satisfaction, it's clear that many people have found it to be a useful addition to their tool collection.

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 night, the most common location is car, the most common behavior is license plate light . 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 preferences of the product. Firstly, it is evident that the top three users of this product are the friend, wife, and brother. This suggests that the product appeals to a wide range of individuals, including close family members and friends. It may be worth considering marketing strategies that target these specific user groups to further increase product adoption. Secondly, the top three places where this product is commonly used are the car, vehicles in general, and trucks. This indicates that the product is primarily used in automotive settings. To capitalize on this trend, it would be beneficial to focus marketing efforts on car enthusiasts, vehicle owners, and truck drivers. This could involve advertising in automotive magazines, attending car shows, or partnering with car-related businesses. Lastly, the two most common usages of the product are as a license plate light and to activate the dome light. These findings suggest that customers are primarily interested in enhancing the lighting features of their vehicles. To cater to this demand, it would be wise to highlight the product's ability to improve visibility, enhance safety, and provide convenience through effective lighting solutions. Based on the customer profile derived from the data, it is recommended to target individuals who are passionate about cars, trucks, and vehicles in general. This could include car enthusiasts, DIY mechanics, and individuals who frequently use their vehicles for various purposes. Additionally, considering the high mentions of family members like the friend, wife, and brother, it may be beneficial to emphasize the product's suitability for gifting occasions or as a recommendation from trusted individuals. Overall, by focusing on the automotive market, highlighting the product's lighting capabilities, and targeting specific customer profiles, the product has the potential to gain traction and appeal to a wider audience.

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 bulb, light, led, remote, product. The most mentioned elements about bulb are start flicker badly(3.15%), do not work(2.36%).
The top 5 positive reviews are light, color, bulb, led, product. The most mentioned elements about light are easy to install(5.44%), bright(3.77%).
start flicker badly3.15%
do not work2.36%
go out after time1.57%
not bright1.57%
are not pure white anymore0.79%
easy to install5.44%
good quality1.26%
awesome very bright0.42%
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 most commonly mentioned con aspect for under hood lights is the bulb, accounting for 16.54% of the mentions. Additionally, the top five cons mentioned for vacuum are bulb, light, LED, remote, and product. On the other hand, the top pro aspect mentioned most is light, accounting for 17.57% of the mentions. The top five cons for the tip are light, color, bulb, LED, and product. Based on this information, it appears that the bulb is a significant concern for users across different products in the under hood lights category. This suggests that there might be issues with the durability or performance of the bulbs used in these lights. Additionally, the mention of light as a pro aspect indicates that users appreciate the brightness or illumination provided by these lights. To improve product development and selection in this category, it would be beneficial to address the concerns related to bulbs. Manufacturers could focus on developing more durable and long-lasting bulbs to enhance the overall quality of under hood lights. Additionally, considering the importance of light as a pro aspect, it would be wise to prioritize brightness and illumination in product design. Furthermore, it would be helpful to investigate the specific issues mentioned with LED lights, remote controls, and the overall product. Understanding the reasons behind these cons can guide manufacturers in making improvements or modifications to enhance user satisfaction. Overall, by addressing the concerns related to bulbs, improving the quality of LED lights, and considering user feedback on remote controls and the product itself, manufacturers can develop and select under hood lights that offer better performance, durability, and user 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.
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Based on the data provided, it seems that customers are primarily motivated to buy Under Hood Lights based on the product description. This suggests that customers are looking for detailed information about the product, such as its features, specifications, and benefits. Price is also a factor, but it appears to be less important than the product description. This suggests that customers are willing to pay a premium for a product that meets their needs and provides them with the information they need to make an informed purchase decision. To optimize an Amazon listing for Under Hood Lights, it would be important to focus on creating a detailed and informative product description. This could include highlighting the key features and benefits of the product, as well as providing technical specifications and other relevant information. Additionally, it may be helpful to include customer reviews and ratings, as these can provide social proof and help to build trust with potential buyers. Finally, it may be worth experimenting with different pricing strategies to find the optimal price point for the product.

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
long last10
long last
last long7
last long
4 last3
big brighter3
longer lasting2
last longer
Wanted a little more brightness.1
more brightness
before after picture1
before after photo
brand consistent in quality1
reliable brand

Based on the customer expectations mentioned, it is clear that the primary concern for customers when it comes to under hood lights is longevity and brightness. Customers want a product that will last a long time, provide bright illumination, and continue to do so for an extended period. To meet these expectations, sellers should prioritize product development that focuses on durability and brightness. This could include using high-quality materials that can withstand the harsh conditions of an engine compartment, as well as incorporating advanced lighting technology that provides bright, long-lasting illumination. In terms of marketing promotion factors, sellers should emphasize the durability and brightness of their products in their advertising and product descriptions. They could also consider offering warranties or guarantees that speak to the longevity of their products, as well as highlighting any unique features that set their products apart from competitors. Overall, by prioritizing durability and brightness in product development and marketing efforts, sellers can meet the expectations of customers looking for long-lasting, bright under hood lights.

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

Mark H.
Installed in center console to illuminate cup holder of a 2008 Toyota Corolla. The picture looks brighter than it actually is in person. Good light.
Good stuffDec. 2021
Exactly as described, bright, easy to install and value for money
Carin L.
Superior quality. Bright lights. Perfect fit and just as described. Thank you
Lights up the engine bay and makes life easier under the hood
BrightFeb. 2021
Very Bright!
The bolt light appears to be a nice quality made part with adequate light output for the dash lighting that I bought it for.
LED instrument panel lights of such superlative quality are rare in the marketplace, and this one excels in every way. My present application uses two of these brilliant amber gems to provide non-glare nighttime illumination of an RV control panel. It looks great even in daylight and uses such a small amount of power that it can just run continuously 24/7. I'm thrilled with them.
Installed on 2017 Chevy Silverado. Caused error codes and hyper blinking. Informed seller, sent another set and still the same... customer service is great but product, not so much...
Leslie L.
Did Not WorkNov. 2020
Did not work at all. Was not impressed.
I love these. My car needed a bulky lighted license plate to adhere to local laws, but this is such a nicer solution to lighting up the plate. All of these little LED bolts advertise themselves as exceptionally bright which is what I didn't want. The amber lights put out just the right amount of light to be legal without being too bright.

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