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Incandescent Bulbs 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: 11
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:
A19 Clear Incandescent Rough Service Light Bulb, 40 Watt, 2700K Soft White, E26 Medium Base, 300 Lumens, 130V (6 Pack)
GE Decorative Light Bulbs, 25 Watt, Soft White, CA Type Light Bulbs, Candelabra Base (16 Pack)
G40 Replacement Light Bulbs 5W Clear Globe Bulb fits E12/C7 Candelabra Screw Base Sockets, 1.5-Inch Dimmable Light Bulbs for Indoor Outdoor Patio Decor, Pack of 10
SYLVANIA Incandescent 7W C7 Night Light Bulb, E12 Candelabra Base, 40 Lumens, Clear Finish, 2850K, Warm White - 4 Pack (13545)
GE 97494 Lighting 50/100/150-Watt, 3-Way Light Bulb, Soft White, 4-Pack

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 appears that the incandescent bulbs in question have a high level of customer satisfaction. With an average rating of 4.53 out of 5 and over 7000 reviews, it's clear that many customers are happy with their purchase. However, it's important to note that incandescent bulbs are becoming less popular due to their energy inefficiency and shorter lifespan compared to LED bulbs. Therefore, it may be worth considering switching to LED bulbs for a more cost-effective and environmentally friendly option. Overall, if you're in the market for incandescent bulbs, the product with the high ratings and reviews is likely a good choice. But if you're looking for a more sustainable option, it may be worth exploring LED bulbs instead.

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 wife, the most commonly moment of use is night, the most common location is oven, the most common behavior is replacement . 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 using this product are primarily using it in their homes, with the top three places being the oven, a room, and an apartment patio. Additionally, the top three users mentioned are the wife, husband, and daughter, indicating that this product is likely being used by families. The top two usages of the product are as a replacement and as a night light, suggesting that customers are using this product both for practical purposes and for ambiance. The fact that the product is an incandescent bulb also suggests that customers may be looking for a more traditional lighting option. Based on this data, it seems that the customer profile for this product is likely families who are looking for a traditional lighting option that can be used in a variety of settings. To appeal to this customer base, it may be helpful to emphasize the versatility of the product and its ability to be used in a variety of settings, as well as its practical and aesthetic benefits. Additionally, highlighting the durability and longevity of the product may also be effective in appealing to families who are looking for a reliable lighting option.

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, lightbulb, light bulb, 3 way led bulb. The most mentioned elements about bulb are burn out after 2 week(9.87%), burn out quickly(4.87%).
The top 5 positive reviews are bulb, light, brightness, look, color. The most mentioned elements about bulb are bright(4.82%), look gorgeous(4.82%).
burn out after 2 week9.87%
burn out quickly4.87%
do not work3.16%
burn out1.97%
light bulb3.16%
3 way led bulb2.11%
look gorgeous4.82%
fit fine2.23%
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 in the category of Incandescent Bulbs is the bulb itself, accounting for 47.11% of the mentions. Additionally, the top five cons mentioned for vacuum are related to the bulb, including terms like light, lightbulb, light bulb, and 3-way LED bulb. On the other hand, the top pro aspect mentioned most is also related to the bulb, accounting for 26.72% of the mentions. From this data, it can be concluded that the bulb is a significant factor influencing the sentiment towards Incandescent Bulbs. The cons mentioned include issues with the bulb, such as its quality, brightness, and appearance. It appears that customers have concerns about the performance and aesthetics of the bulbs in this category. To improve product development and selection, it would be beneficial to address the cons related to the bulb. Manufacturers could focus on improving the quality and durability of the bulbs, ensuring they provide adequate brightness and a pleasing appearance. Additionally, considering customer preferences for different bulb types, such as LED bulbs, could be a worthwhile avenue to explore. Overall, the sentiment analysis suggests that there is room for improvement in the Incandescent Bulbs category, particularly in addressing the concerns related to the bulb. By focusing on enhancing the quality and aesthetics of the bulbs, manufacturers can provide a better experience for customers and potentially increase satisfaction with their products.

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.
3 setting for light1
3000 hour life1
comparable to what1

Based on the data provided, it seems that customers primarily buy incandescent bulbs based on the product description. This suggests that customers are interested in understanding the features, specifications, and benefits of the product before making a purchase. The detailed product description helps them make an informed decision and ensures that the bulb meets their specific requirements. There could be several reasons why the product description is the top feature for buyers in this category. Firstly, incandescent bulbs come in various wattages, shapes, and sizes, and customers need to know which one is suitable for their specific lighting needs. The product description provides this crucial information, allowing customers to choose the right bulb for their intended use. Additionally, the product description may highlight the longevity, energy efficiency, and color temperature of the bulb, which are important factors for customers. They want to ensure that the bulb will last long, save energy, and provide the desired lighting ambiance. Based on this information, here are some suggestions for optimizing the Amazon listing for incandescent bulbs: 1. Provide comprehensive and detailed product descriptions: Include all relevant information about the bulb, such as wattage, shape, size, color temperature, and expected lifespan. This will help customers understand the product better and make an informed decision. 2. Highlight key features and benefits: Emphasize the unique selling points of the bulbs, such as energy efficiency, long lifespan, or specific lighting effects. This will attract customers who prioritize these features. 3. Use high-quality product images: Include clear and visually appealing images that showcase the bulb's design, shape, and lighting effect. This will give customers a better idea of what to expect. 4. Include customer reviews and ratings: Positive reviews and ratings can build trust and credibility. Encourage satisfied customers to leave feedback, as this can influence potential buyers. 5. Offer competitive pricing: While price was mentioned less frequently as a motivating factor, it's still important to ensure that the bulbs are competitively priced compared to similar products in the market. By optimizing the Amazon listing based on these suggestions, you can enhance the product's appeal, provide valuable information to customers, and increase the likelihood of making 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
last long40
last long
last longer
last long than
last awhile
last more than long
long last11
long last
good longevity6
good longevity
longevity good
longer lasting6
last longer
good quality3
good quality
high quality
last few month3
last 2-3 week
last 4 month
last month a half
last longer3
last longer
are not expensive2
are not expensive

Based on the information provided, it is unclear what specific customer expectations are for incandescent bulbs. However, in general, customers may expect incandescent bulbs to provide a warm and familiar light, be affordable, and have a long lifespan. To prioritize product development, sellers should consider investing in research and development to improve the energy efficiency and lifespan of incandescent bulbs. They may also want to explore offering different wattage options to meet the needs of different customers. In terms of marketing promotion factors, sellers should focus on highlighting the benefits of incandescent bulbs, such as their warm and familiar light, affordability, and ease of use. They may also want to consider targeting customers who are looking for a more traditional lighting option or who are concerned about the environmental impact of other types of bulbs. Additionally, offering promotions or discounts on bulk purchases may be an effective way to attract 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

DO NOT BUY THIS! These bulbs are useless, they only last about two weeks. The brightness is not at all what you would expect.
Marco SF
DudsOct. 2020
So far two bulbs have burned out after a few days. Use in table lamp only. Not sure how they would react under rough use. I don’t recommend and certainly will not buy these again.
DangerousJan. 2021
First bulb I installed blew up. Not to sure if I want to try the rest
It’s hard to find incandescent bulbs in stores. Since I don’t like The light that LED bulbs give off, I was glad to find that I could order incandescent bulbs at a reasonable price.
Rick V.
junkOct. 2019
Do not waste your money they do not last turn on next day they are burnt out
All bulbs burned up within minutes of installation. Will have to purchase lower wattage bulbs.
John M.
Many of these bulbs have burnt out in 3-4 hours of use. The light is very dim and they are not at all rough service. Nor did I use them in any rough service application. I wouldn't use these again if they were free. Don't waste your time and money.
The lights work but the package I received had already been opened.
Bathroom lightsSept. 2022
I like clear bulbs for bathrooms. These are great and last a long time!
I bought a six pack. The first two bulbs burned out in under 5 minutes. Then the bulb snapped off the base when I tried to remove them. I don’t want to try the rest.

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