Oxygen 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:
Bosch 18005 Premium Original Equipment Oxygen Sensor - Compatible With Select 2004 Nissan Frontier, Xterra
AP1822F 3/8-inch Drive by 7/8-inch (22mm) Offset Oxygen Sensor Socket High-performance chrome molybdenum steel construction Wire Gate Accesses Sensor from The Side, Preventing Damage to Wires
ARES 70039-3/8-Inch Drive by 7/8-Inch (22mm) Offset Oxygen Sensor Socket - Wire Gate Accesses Sensor from Side, Preventing Damage to Wires
TEKTON 3/8 Inch Drive x 7/8 Inch Offset 6-Point Oxygen Sensor Socket | 47749
Ledaut Catalytic Converter O2 Oxygen Sensor Bung and Plug Notched Style(8 Bungs/8 Plugs) Oxygen Sensor Stepped Weld Bung M18X1.5

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 oxygen products on Amazon is quite high at 4.59 out of 5. This indicates a generally positive level of customer satisfaction. Additionally, with a total of 4735 reviews, it suggests that there is a significant number of customers who have purchased and reviewed oxygen products on Amazon. Considering the high average rating and the substantial number of reviews, it can be inferred that customers are generally satisfied with the oxygen products available on Amazon. This level of satisfaction could be attributed to factors such as product quality, effectiveness, and customer service. Based on this information, my advice would be to continue maintaining the high standards that have led to such positive customer feedback. It is crucial to consistently deliver high-quality oxygen products and ensure excellent customer service to maintain and further enhance customer satisfaction. Additionally, it would be beneficial to encourage customers to leave reviews after their purchase, as this helps build trust and provides valuable feedback for potential buyers. Offering incentives or rewards for leaving reviews could be an effective strategy to increase the number of reviews and further boost customer satisfaction. Overall, the data suggests that the oxygen products in the given category on Amazon have been well-received by customers. By maintaining quality and actively seeking customer feedback, sellers can continue to meet customer expectations and drive further success in this 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 girlfriend, the most commonly moment of use is cold winter, the most common location is car, the most common behavior is o sensor . 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 product in question, which falls under the category of Oxygen. Firstly, it is interesting to note that the term "girlfriend" was mentioned twice, indicating that this product may have some relevance or appeal to individuals in romantic relationships. However, it is important to consider that this term had fewer mentions compared to "friend" and "wife." This suggests that the product may have a broader appeal beyond just romantic relationships. Secondly, when it comes to the places where this product is commonly used, the top three mentions were "car," "jeep," and "dodge." This indicates that the product is primarily associated with automotive usage. It is worth noting that "car" had a significantly higher number of mentions compared to the other two, suggesting that the product is most commonly used in regular cars. Lastly, in terms of the usage of the product, the top two mentions were related to the oxygen sensor, with "o sensor" and "install oxygen sensor" being mentioned. This suggests that the product is likely used for monitoring or improving oxygen levels in the vehicle. Based on these findings, we can make a few suggestions about the customer profile. The product seems to have a broad appeal beyond just romantic relationships, as it was mentioned more frequently in relation to friends and wives. Therefore, the target audience could include individuals who are interested in automotive maintenance and improvement, regardless of their relationship status. Additionally, since the product is primarily associated with regular cars, it would be beneficial to target customers who own or regularly use cars. This could include individuals who commute to work, travel frequently, or have a general interest in automotive technology. Furthermore, emphasizing the importance of oxygen sensors and their role in maintaining optimal vehicle performance could be a key selling point. Highlighting the benefits of installing or replacing oxygen sensors, such as improved fuel efficiency and reduced emissions, could help attract potential customers. Overall, understanding the customer profile based on the provided data can help tailor marketing strategies and product positioning to effectively reach and engage the target 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 sensor, tool, socket, check engine light, 13081 is. The most mentioned elements about sensor are do not work(1.12%), break already(0.84%).
The top 5 positive reviews are product, part, oxygen sensor, o2 sensor, fitment. The most mentioned elements about product are good quality(4.22%), easy to install(0.40%).
do not work1.12%
break already0.84%
difficult to remove0.56%
not plug into your harness0.56%
check engine light1.69%
13081 is0.28%
good quality4.22%
easy to install0.40%
fit my 2017 vw passat perfectly0.20%
anti seize already apply to the thread0.20%
oxygen sensor2.61%
o2 sensor2.01%
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 Oxygen category has both pros and cons. The top pro aspect mentioned most is the product itself, which suggests that customers are generally satisfied with the quality of the oxygen-related products available. However, the top con aspect mentioned most is the sensor, which could indicate that customers are experiencing issues with the sensors in their oxygen-related products. Other cons mentioned include issues with tools, sockets, check engine lights, and fitment. These issues could be addressed through product development and selection. For example, manufacturers could focus on improving the quality and reliability of sensors, tools, and sockets, as well as ensuring that their products are compatible with a wide range of vehicles. In terms of product development, manufacturers could also consider incorporating new features and technologies that address common customer pain points. For example, they could develop oxygen-related products that are easier to install and use, or that provide more accurate readings and diagnostics. Overall, it's clear that there is room for improvement in the Oxygen category. By addressing common customer complaints and developing innovative new products, manufacturers can improve customer satisfaction and drive growth in this important market.

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.
bosch part number1
length of the cable1
look identical1

Based on the data provided, it seems that customers buying oxygen products are primarily motivated by brand reputation, price, and product description. However, product description appears to be the top feature influencing their purchasing decisions. There could be several reasons why product description is the most influential factor. Firstly, oxygen is a critical product, and customers want to ensure they are purchasing a reliable and trustworthy brand. A detailed and informative product description can help establish credibility and build trust with potential buyers. It allows customers to understand the features, benefits, and specifications of the product, giving them confidence in their purchase decision. To optimize Amazon listings for oxygen products, here are a few suggestions: 1. Focus on brand reputation: Highlight any certifications, awards, or positive customer reviews that showcase the reliability and trustworthiness of the brand. This can help customers feel more confident in their purchase. 2. Enhance product descriptions: Ensure that the product descriptions are comprehensive, accurate, and easy to understand. Include relevant details such as oxygen concentration levels, flow rates, battery life, and any additional features that set the product apart from competitors. 3. Use high-quality images: Include clear and visually appealing images that showcase the product from different angles. This can help customers visualize the product and make an informed decision. 4. Competitive pricing: While price is not the top factor, it still plays a significant role. Ensure that the pricing is competitive compared to similar products in the market. Offering discounts or promotions can also attract potential buyers. 5. Leverage customer reviews: Encourage satisfied customers to leave positive reviews on the product listing. Positive reviews can further enhance the brand reputation and influence potential buyers. By implementing these optimization strategies, you can improve the overall appeal and credibility of your oxygen product listings on Amazon, ultimately attracting more customers and increasing sales.

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 long3
last long
last longer
3 more inch cable length2
cable length difference
cable longer
4 last2
duration long2
last long or long
large socket2
long socket
longer socket
1 " more in length1
inch longer
1 2 "1
1 2 " dr
2 " higher1
1 2 " of height
2 year ago1
year ago

Analysis of Customer Expectations for Oxygen Category: Based on the provided information, it seems that customers have three main expectations for oxygen products: durability, longer cable length, and reliability. Let's break down these expectations and provide some suggestions for sellers regarding product development prioritization and marketing promotion factors. 1. Durability: Customers expect oxygen products to last long. This indicates that they value products that are built to withstand regular use and have a longer lifespan. To meet this expectation, sellers should focus on using high-quality materials and ensuring robust construction in their oxygen products. Emphasize the durability aspect in product descriptions and highlight any relevant certifications or quality standards. 2. Longer Cable Length: Customers have expressed a desire for a three-inch increase in cable length. This suggests that they find the current cable length insufficient for their needs. Sellers should consider incorporating longer cables into their oxygen products to meet this expectation. Longer cables can provide more flexibility and convenience for users, allowing them to move around more freely while using the product. 3. Reliability: The mention of "4 last" indicates that customers expect oxygen products to be reliable and perform consistently over time. Sellers should prioritize product development efforts to ensure that their oxygen products are dependable and deliver consistent results. Conduct thorough testing and quality control measures to minimize any potential issues or malfunctions. Suggestions for Product Development Prioritization: 1. Focus on Durability: Given the emphasis on longevity, sellers should prioritize product development efforts to enhance the durability of their oxygen products. This can involve using durable materials, reinforcing weak points, and conducting rigorous testing to ensure longevity. 2. Increase Cable Length: Since customers have specifically mentioned the desire for a longer cable, sellers should prioritize incorporating a three-inch increase in cable length in their product development plans. This improvement can enhance the overall user experience and meet customer expectations. 3. Ensure Reliability: Sellers should prioritize reliability by investing in robust quality control measures during the manufacturing process. This includes thorough testing, adherence to industry standards, and addressing any potential issues or weaknesses in the product design. Marketing Promotion Factors: 1. Highlight Durability and Longevity: In marketing promotions, sellers should emphasize the durability and long-lasting nature of their oxygen products. Use messaging that assures customers of the product's ability to withstand regular use and provide value over an extended period. 2. Showcase Longer Cable Length: Incorporate the increased cable length as a key selling point in marketing materials. Highlight the added convenience and flexibility it offers to customers, making their experience more comfortable and user-friendly. 3. Customer Testimonials: Utilize customer testimonials to showcase the reliability and satisfaction of previous buyers. Positive reviews and feedback can help build trust and confidence in the product, encouraging potential customers to make a purchase. By prioritizing durability, increasing cable length, and ensuring reliability, sellers can meet customer expectations in the oxygen category. Effective marketing strategies that highlight these features will further enhance the appeal of their products and attract potential buyers.

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

Sheng Li
Doesn’t fit 3/8 drive, returned
Cindy Denson
This was a Christmas gift for grandson it was what he wanted
In 50+ years of working on my own vehicles, I’ve never had to remove an O2 sensor. When the need arose I didn’t think I needed the highest quality tool. This one had OK reviews and the price was great. As another reviewer said the 3/8 square for the drive was slightly under sized. It was very hard to get my name brand ratchet into the drive hole. 10 minutes with a small file allowed me to relieve the hole enough that it fit properly. Another reviewer mentioned that the hex was a little bit large. I would agree with that but it didn’t present a problem for me. The one problem I had was that the hex was only cut probably 1/4 of an inch into the tool and after that it was just round (see photo.) this made it tend to pop off the sensor as I was trying to turn it. If the hex was a little deeper I think the tool would’ve been easier to use. But I was able to use it. I had to use two hands to hold the tool onto the sensor. This was somewhat difficult because my hands completely filled the available space.
I bought hoping for 22mm since GMC is metric, a 7/8 is large enough to smear the old o2 sensor and will not remove properly. Maybe specify its only 7/8. I know many 7/8 claim (22mm) but 7/8 is 22.225!
David Inkeles
Worked Perfectly to remove o2 sensor on 2005 Honda Pilot. Would've been a real pain without it
It worked as I thought it would
It workDec. 2021
It was useful to replace rear sensor, but not the front sensor!
Jack lowther
Bent very easily. Put it in a vice to bend it back. See what happens.
Easy to use.Feb. 2022
Easy to use. You dont need to worry about the wires on your oxygen sensor.
The hole in the socket to attach to a 3/8" ratchet or extension is too small to allow a standard ratchet with retaining ball to fit into the socket.

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