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Introduction
Online Shopping Statistics: Online shopping has revolutionized the retail industry, providing consumers with unparalleled convenience, a wide range of products, and easy access to services. Factors such as greater internet accessibility, the rise of mobile commerce, and shifting consumer preferences have contributed to the substantial growth of the e-commerce market.
Online shopping statistics offer key insights into market trends, consumer habits, demographic shifts, popular product categories, and the technologies driving the future of retail. Understanding these insights is essential for both businesses and consumers to successfully navigate the competitive online marketplace and keep up with emerging trends in digital shopping.
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TwitterA league table of the 120 cryptocurrencies with the highest market cap reveals how diverse each crypto is and potentially how much risk is involved when investing in one. Bitcoin (BTC), for instance, had a so-called "high cap" - a market cap worth more than 10 billion U.S. dollars - indicating this crypto project has a certain track record or, at the very least, is considered a major player in the cryptocurrency space. This is different in Decentralize Finance (DeFi), where Bitcoin is only a relatively new player. A concentrated market The number of existing cryptocurrencies is several thousands, even if most have a limited significance. Indeed, Bitcoin and Ethereum account for nearly 75 percent of the entire crypto market capitalization. As crypto is relatively easy to create, the range of projects varies significantly - from improving payments to solving real-world issues, but also meme coins and more speculative investments. Crypto is not considered a payment method While often talked about as an investment vehicle, cryptocurrencies have not yet established a clear use case in day-to-day life. Central bankers found that usefulness of crypto in domestic payments or remittances to be negligible. A forecast for the world's main online payment methods took a similar stance: It predicts that cryptocurrency would only take up 0.2 percent of total transaction value by 2027.
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TwitterInternet sales have played an increasingly significant role in retailing. In 2025, e-commerce accounted for over ***percent of retail sales worldwide. Forecasts indicate that by 2030, the online segment will make up ***percent of total global retail sales. Retail e-commerce Online shopping has grown steadily in popularity in recent years. In 2024, global e-commerce sales amounted to over ************ U.S. dollars, a figure expected to approach * trillion U.S. dollars by 2030. Digital development boomed during the COVID-19 pandemic, generating unprecedented e-commerce growth in various economies across the globe. This trend correlates strongly with the constantly improving online access, especially in "mobile-first" online communities, which have long struggled with traditional commercial fixed broadband connections due to financial or infrastructure constraints but enjoy the advantages of cheap mobile broadband connections. M-commerce on the rise The order share of online shopping via smartphones and tablets now outperforms traditional e-commerce via desktop computers. As such, e-retailers around the world have caught up in mobile e-commerce sales. Online shopping via smartphones is particularly prominent in Asia. By the end of 2023, South Korea was the top digital market based on the percentage of the population that had purchased something by phone, with nearly ** percent having made a weekly mobile purchase. Malaysia, UAE, and Turkey completed the top of the ranking.
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Graph and download economic data for E-Commerce Retail Sales as a Percent of Total Sales (ECOMPCTSA) from Q4 1999 to Q2 2025 about e-commerce, retail trade, percent, sales, retail, and USA.
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The e-commerce technology market share is expected to increase by USD 10.57 billion from 2020 to 2025, and the marketβs growth momentum will accelerate at a CAGR of 19.07%.
This e-commerce technology market research report provides valuable insights on the post-COVID-19 impact on the market, which will help companies evaluate their business approaches. Furthermore, this report extensively covers e-commerce technology market segmentation by application (B2C and B2B) and geography (North America, APAC, Europe, South America, and MEA). The e-commerce technology market report also offers information on several market vendors, including Adobe Inc., BigCommerce Holdings Inc., commercetools GmbH, HCL Technologies Ltd., Open Text Corp., Oracle Corp., Pitney Bowes Inc., Salesforce.com Inc., SAP SE, and Shopify Inc. among others.
What will the E-Commerce Technology Market Size be During the Forecast Period?
Download Report Sample to Unlock the e-Commerce Technology Market Size for the Forecast Period and Other Important Statistics
E-Commerce Technology Market: Key Drivers, Trends, and Challenges
The increasing e-commerce sales are notably driving the e-commerce technology market growth, although factors such as growing concerns over data privacy and security may impede the market growth. Our research analysts have studied the historical data and deduced the key market drivers and the COVID-19 pandemic's impact on the e-commerce technology industry. The holistic analysis of the drivers will help in deducing end goals and refining marketing strategies to gain a competitive edge.
Key E-Commerce Technology Market Driver
One of the key factors driving the e-commerce technology market is increasing e-commerce sales. The e-commerce industry is progressing quickly, owing to various factors, such as the growing tech-savvy population, increasing Internet penetration, and the rising use of smartphones. The demand for globally manufactured products is also fueling growth by generating cross-border e-commerce sales. Furthermore, the presence of various multiple payment options, such as credit and debit cards, Internet banking, electronic wallets, and cash-on-delivery (COD), has led to a paradigm shift in the purchasing patterns of people from brick-and-mortar stores to online shopping. Also, e-commerce platforms not only enable consumers to buy goods easily as they do not have the physical barriers involved in offline stores but also help them in making better and more informed decisions, as consumers can view multiple user reviews on the website before purchasing a product. The growth of the e-commerce sector directly impacts the e-commerce technology market. All these factors have increased the demand for e-commerce software and services from end-users. Hence, the growth of the e-commerce industry will boost the growth of the global e-commerce technology market during the forecast period.
Key E-Commerce Technology Market Trend
The rising focus on developing headless CMS is another factor supporting the e-commerce technology market growth in the forecast period. The increasing number of touchpoints for customers, such as IoT devices, smartphones, and progressive web apps, is making it difficult for legacy e-commerce websites to manage demand from customers. Even though most retailers have not embraced the IoT, more customers are exploring new product information through devices, such as IoT-enabled speakers, smart voice assistance, and in-store interfaces. To resolve this issue and provide a more effective user experience, vendors are offering a headless e-commerce architecture. Headless e-commerce architecture is a back-end-only content management system (CMS). Furthermore, vendors are offering headless CMS solutions to simplify e-commerce applications and provide flexible software packaging for their clients. For instance, Magento, a subsidiary of Adobe Inc., offers GraphQL, a flexible and performant application programming interface (API), which allows users to build custom front ends, including headless storefronts, advanced web applications (PWA), and mobile apps. Such developments are expected to provide high growth opportunities for market vendors during the forecast period.
Key E-Commerce Technology Market Challenge
Growing concerns over data privacy and security will be a major challenge for the e-commerce technology market during the forecast period. Data privacy and security risks are the major barriers to the adoption of e-commerce technology. Hackers are constantly trying to search for vulnerabilities and loopholes in e-commerce infrastructure. Although e-commerce players, vendors, and end-user organizations try to adopt proactive prevention plans to counter security breaches within their systems, the rise in the number of e-commerce website hacking and ransomware attacks has resulted in financial and data loss for companies. In addition, public cloud in
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Digital Commerce Software Market Size 2024-2028
The digital commerce software market size is forecast to increase by USD 4.82 billion at a CAGR of 10.03% between 2023 and 2028.
The market is experiencing significant growth due to the expanding e-commerce industry. Social media's increasing role in online sales is another key trend, as businesses leverage these platforms to reach larger customer bases. Data privacy and security concerns, however, pose challenges for market growth. As more consumers shop online, ensuring their personal information is protected becomes a top priority for businesses. Market growth is further fueled by advancements in technology, such as AI and machine learning, which enhance the customer experience and streamline operations. The market is expected to continue its growth trajectory, with these trends and challenges shaping its future development.
What will be the Size of the Digital Commerce Software Market During the Forecast Period?
Request Free SampleThe market is experiencing robust growth, driven by the increasing prevalence of online shopping and the proliferation of e-commerce platforms. With the widespread adoption of high-speed internet and the growing number of mobile users, m-commerce, or mobile commerce, has become a significant segment of the e-commerce industry. Smartphones have emerged as the preferred device for online shopping, particularly in sectors such as electronics, healthcare, and retail. Cloud-based deployment models have gained traction due to their flexibility and cost-effectiveness, enabling small and medium-sized businesses to establish an online presence. Manual processing errors are being replaced by advanced AI technologies, enhancing efficiency and accuracy.The e-commerce business landscape is diverse, encompassing e-commerce website builders, hosting services, and payment gateways. Big data analytics and AI are transforming the industry by providing valuable insights into consumer behavior and market trends. The automotive sector is also embracing e-commerce, with online platforms offering vehicle sales, servicing, and financing. The internet penetration rate continues to increase, fueling the growth of the e-commerce industry and creating new opportunities for businesses.
How is this Digital Commerce Software Industry segmented and which is the largest segment?
The digital commerce software industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2024-2028, as well as historical data from 2018-2022 for the following segments. DeploymentOn-premisesCloudGeographyNorth AmericaUSAPACChinaJapanEuropeGermanyUKSouth AmericaMiddle East and Africa
By Deployment Insights
The on-premises segment is estimated to witness significant growth during the forecast period.
Digital commerce software enables businesses to establish an online presence and facilitate transactions through e-commerce platforms, mobile commerce (m-commerce), and online marketplaces. The market encompasses various sectors, including electronics, healthcare, automotive, and retail. High-speed internet and smartphones have fueled the growth of this industry, with increasing internet penetration rates and mobile users. E-commerce software caters to both B2B and B2C businesses, offering cloud-based deployment and omni-channel strategies. On-premises digital commerce software is installed on a business's native IT infrastructure, providing physical control over the system. However, integration with existing business management software like ERP can pose challenges, such as duplicate data entries, interface issues, and customization expenses.Despite these challenges, on-premises solutions offer benefits like increased control and security. Other digital commerce trends include advanced security features, AI integration, and IoT applications. The e-commerce market continues to evolve, with cloud computing, big data analytics, and blockchain technology shaping the industry's future.
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The On-premises segment was valued at USD 3.44 billion in 2018 and showed a gradual increase during the forecast period.
Regional Analysis
North America is estimated to contribute 41% to the growth of the global market during the forecast period.
Technavioβs analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period.
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The e-commerce software market in North America is experiencing substantial growth due to the rising number of online shopping transactions. Major digital commerce software companies, including Adobe, Oracle, Salesforce, IBM, Blue Yonder, Shopify, and Pitney Bowes, headquartered In the region, fac
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The booming online shopping market, projected to reach $11.16 billion by 2033 with a 12.2% CAGR, is analyzed. Discover key drivers, trends, and competitive landscapes involving giants like Amazon & Alibaba. Explore regional market shares and future growth projections.
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E-Commerce Retail Market Size 2025-2029
The e-commerce retail market size is forecast to increase by USD 4,833.5 billion at a CAGR of 12% between 2024 and 2029.
The market is experiencing significant growth, driven by the advent of personalized shopping experiences. Consumers increasingly expect tailored recommendations and seamless interactions, leading retailers to integrate advanced technologies such as Artificial Intelligence (AI) to enhance the shopping journey. However, this market is not without challenges. Strict regulatory policies related to compliance and customer protection pose obstacles for retailers, requiring continuous investment in technology and resources to ensure adherence.
Retailers must navigate these challenges to effectively capitalize on the market's potential and deliver value to customers. By focusing on personalization and regulatory compliance, e-commerce retailers can differentiate themselves, build customer loyalty, and ultimately thrive in this dynamic market. Balancing the need for innovation with regulatory requirements is a delicate task, necessitating strategic planning and operational agility. Fraud prevention and customer retention are crucial aspects of e-commerce, with payment gateways ensuring secure transactions.
What will be the Size of the E-Commerce Retail Market during the forecast period?
Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
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In the dynamic market, shopping carts and checkout processes streamline transactions, while sales forecasting and marketing automation help businesses anticipate consumer demand and optimize promotions. SMS marketing and targeted advertising reach customers effectively, driving sales growth. Warranty claims and customer support chatbots ensure post-purchase satisfaction, bolstering customer loyalty. Retail technology advances, including sustainable packaging, green logistics, and mobile optimization, cater to environmentally-conscious consumers. Legal compliance, data encryption, and fraud detection safeguard businesses and consumer trust. Product reviews, search functionality, and personalized recommendations enhance the shopping experience, fostering customer engagement.
Dynamic pricing and delivery networks adapt to market fluctuations and consumer preferences, respectively. E-commerce software integrates various functionalities, from circular economy initiatives and website accessibility to email automation and real-time order tracking. Overall, the e-commerce landscape continues to evolve, with businesses adopting innovative strategies to meet the needs of diverse customer segments and stay competitive.
How is this E-Commerce Retail Industry segmented?
The e-commerce retail industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.
Product
Apparel and accessories
Groceries
Footwear
Personal and beauty care
Others
Modality
Business to business (B2B)
Business to consumer (B2C)
Consumer to consumer (C2C)
Device
Mobile
Desktop
Geography
North America
US
Canada
Europe
France
Germany
Italy
UK
APAC
China
India
Japan
South Korea
Rest of World (ROW)
By Product Insights
The apparel and accessories segment is estimated to witness significant growth during the forecast period. The market for apparel and accessories is experiencing significant growth, fueled by several key trends. Increasing consumer affluence and a shift toward premiumization are driving this expansion, with the organized retail sector seeing particular growth. Influenced by social media trends, the Gen Z demographic is a major contributor to this rise in online shopping. This demographic is known for their preference for the latest fashion trends and their willingness to invest in premium products, making them a valuable market segment. Machine learning and artificial intelligence are increasingly being used for returns management and personalized recommendations, enhancing the customer experience.
Ethical sourcing and supply chain optimization are also essential, as consumers demand transparency and sustainability. Cybersecurity threats continue to pose challenges, requiring robust strategies and technologies. B2C and C2C e-commerce are thriving, with influencer marketing and e-commerce analytics playing significant roles. Customer reviews are essential for building trust and brand loyalty, while reputation management and affiliate marketing help expand reach. Sustainable e-commerce and b2b e-commerce are also gaining traction, with third-party logistics and social commerce offering new opportunities. Augment
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Discover the booming US e-commerce market! Our analysis reveals a 14.70% CAGR, driven by mobile shopping, diverse product categories, and major players like Amazon & Walmart. Explore market size, segmentation, and future trends to unlock growth opportunities. Recent developments include: May 2022- Home Depot announced the formation of Home Depot Ventures, a venture capital fund to promote early-stage startups that improve customer experience and home renovation. Furthermore, the $150 million funds will evaluate investments in businesses at various stages of development, emphasizing early and growth-stage startups that assist Home Depot customers and can scale., April 2022- In the United States, Apple finally offers the tools and accessories needed for self-servicing select iPhones. The company is now selling parts and components for the iPhone 12 series, iPhone 13 series, and the newly released 3rd Generation iPhone SE 2022 smartphones., April 2022- Amazon announced on Wednesday that it will build a solar park in Kent County as one of 37 new renewable energy projects worldwide to use renewable energy to power all of its activities by 2025, five years ahead of schedule., April 2022- Walmart honored Igloo's ancient legacy and commitment to "Made in the USA" with elected officials and prominent executives from both companies in attendance. In honor of this praise, Igloo designed the new Overland Series of coolers exclusively for Walmart, made in the United States., March 2022- Walmart Inc plans to hire more than 5,000 new associates for its tech hubs worldwide during the current fiscal year. Walmart Global Tech, the company's technology division, would be hiring for positions such as cybersecurity professional, product manager, and data scientist., June 2020- Apple's announcements and developments enhance the Apple platform and product experience. From macOS Big Sur, which boasts the most significant design overhaul since the launch of Mac OS X, to watchOS 7, iOS 14's new App Library, and iPadOS 14's expanded handwriting capabilities with Apple Pencil.. Key drivers for this market are: Growing Demand from Apparel and Footwear Industry., Rising Adoption of technologies (IOT,ML); Penetration of Internet and Smartphone Usage. Potential restraints include: Operational Compatibility Due to Growing Brand Value. Notable trends are: Increasing adoption of technologies.
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According to Cognitive Market Research, the global cross-border e-commerce market size is USD 791542.2 million in 2024 and will expand at a compound annual growth rate (CAGR) of 30.50% from 2024 to 2031.
North America held the major market of more than 40%of the global revenue with a market size of USD 316616.88million in 2024 and will grow at a compound annual growth rate (CAGR) of 28.7%from 2024 to 2031.
Europe accounted for a share of over 30% of the global market size of USD 237462.66million.
Asia Pacific held the market of around 23% of the global revenue with a market size of USD 182054.71million in 2024 and will grow at a compound annual growth rate (CAGR) of 32.5%from 2024 to 2031.
Latin America's market will have more than 5% of the global revenue with a market size of USD 39577.11million in 2024 and will grow at a compound annual growth rate (CAGR) of 29.9%from 2024 to 2031.
Middle East and Africa are the major markets of around 2% of the global revenue with a market size of USD 15830.84 million in 2024 and will grow at a compound annual growth rate (CAGR) of 30.2%from 2024 to 2031.
The Credit/Debit Cards held the highest Cross border E commerce market revenue share in 2024.
Key Drivers of Cross border E commerce Market
Increasing Internet Penetration and Smartphone Adoption to Increase the Demand Globally
One of the key drivers in the cross-border e-commerce market is the increasing internet penetration and smartphone adoption worldwide. As more people gain access to the internet and smartphones, the potential customer base for online shopping expands, leading to a surge in cross-border e-commerce activities. The convenience of shopping online from international retailers, coupled with the availability of a wide range of products and competitive prices, has fueled the growth of cross-border e-commerce. Moreover, the ease of payment through digital wallets and online payment platforms has further facilitated cross-border transactions. This trend is expected to continue as internet infrastructure improves and smartphone technology becomes more affordable, driving the growth of cross-border e-commerce.
Growing Preference for Global Brands and Product Variety to Propel Market Growth
Another key driver in the cross-border e-commerce market is the growing preference among consumers for global brands and a wider variety of products. Cross-border e-commerce allows consumers to access products that may not be available in their local markets, giving them access to a broader selection of goods from around the world. This has led to an increase in demand for international brands and niche products that cater to specific interests and preferences. Additionally, cross-border e-commerce offers consumers the opportunity to compare prices and quality across different markets, empowering them to make informed purchasing decisions. As a result, retailers are increasingly focusing on expanding their product offerings and improving the shopping experience for cross-border shoppers, driving the growth of cross-border e-commerce.
Restraint Factors Of Cross border E commerce Market
Complex Regulatory Environment to Limit the Sales
One of the key restraints in the cross-border e-commerce market is the complex regulatory environment governing international trade and e-commerce. Different countries have varying regulations and policies regarding taxes, customs duties, import/export restrictions, and consumer protection laws, which can create barriers for cross-border e-commerce businesses. Adhering to these regulations can be challenging for e-commerce companies, especially smaller businesses that may not have the resources to navigate the complexities of international trade laws. This can result in delays, additional costs, and legal issues, limiting the growth of cross-border e-commerce.
Logistics Challenges and High International Shipping Costs
A major restraint in the cross-border e-commerce market is the inefficiency and high cost of international logistics. Delivering products across borders involves dealing with multiple carriers, customs delays, varying delivery standards, and return complicationsβall of which increase the total shipping time and expense. For consumers, this often translates into higher prices and uncertainty around delivery timelines, which can discourage repeat purchases. For sellers...
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Online shopping has cemented its place in the retail market, buoyed by rising adoption and better technology. 2024 data shows 9.8 million households shopping online, up from 8.2 million in 2019, a clear sign of growing penetration. This performance has benefited from safer payments, easier returns and smoother mobile access, while new competitors like Shein and Temu push prices down and keep pressure on margins. Augmented reality, chat-enabled service and social shopping are blurring the lines between instore and online, letting shoppers try before they buy and discover products through feeds on Instagram, YouTube and TikTok. In this environment, faster broadband and the rollout of 5G coverage are expanding the audience, enabling more impulse buys and seamless checkouts. Over the past five years, the online marketβs growth has wavered with the pandemic, then settled into a more price-aware rhythm. The 'search and compare' habit means shoppers cut back when discretionary income tightens and 62% switched brands in 2024 to save money. The share of weekly online shoppers rose from 27% in 2021 to 29% in 2025, with a similar increase in the number of consumers shopping every two to three weeks. (26% in 2021 to 30% in 2025). Profitability lagged early on due to fierce competition and high fixed costs, but retailers trimmed overheads, modernised fulfilment networks and used social content to sustain margins. The market also saw international entrants intensify competition, contributing to the demise of some domestic platforms. Industry revenue is anticipated to grow at an annualised 3.4% over the five years through 2025-26 and is expected to total $64.9 billion in the current year, when revenue will climb by an estimated 6.8%. Going forwards, online sales should keep climbing thanks to broader product ranges, better mobile experiences and pay-later options that streamline purchases. AR-enabled sizing and virtual try-ons will reduce friction in fashion and accessories, while loyalty schemes and free shipping will reward repeat customers. Profit is set to climb as pricing becomes more responsive and import costs ease from a stronger Australian dollar. With omnichannel strategies, showrooming and social commerce, the line between online and offline will stay blurred and hybrid stores will become mainstream rather than niche. Overall, industry revenue is forecast to climb at an annualised 5.9% over the five years through 2030-31 to total $86.6 billion.
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US B2C E-Commerce Market Size 2025-2029
The US B2C e-commerce market size is valued to increase USD 289.2 billion, at a CAGR of 8.7% from 2024 to 2029. Rise in online spending and smartphone penetration will drive the US B2C e-commerce market.
Major Market Trends & Insights
By Type - B2C retailers segment was valued at USD 191.90 billion in 2022
By Application - Consumer electronics and home appliances segment accounted for the largest market revenue share in 2022
CAGR from 2024 to 2029: 8.7%
Market Summary
The B2C E-Commerce Market in the US continues to evolve, driven by the rising trend of online spending and increasing smartphone penetration. US e-commerce sales are projected to reach USD 863.4 billion by 2023, representing a significant market expansion. Core technologies and applications, such as artificial intelligence and augmented reality, are transforming the shopping experience, while service types and product categories, including food delivery and subscription services, are gaining popularity. The emergence of omnichannel retailing is blurring the lines between online and offline shopping, offering consumers seamless experiences.
However, logistics management remains a critical challenge, leading to high overhead costs. Regulations, such as data privacy laws, also impact the market dynamics. Staying updated on these evolving trends and patterns is essential for businesses aiming to succeed in the US B2C E-Commerce Market.
What will be the Size of the US B2C E-Commerce Market during the forecast period?
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How is the B2C E-Commerce in US Market Segmented ?
The B2C e-commerce in US industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.
Type
B2C retailers
Classifieds
Application
Consumer electronics and home appliances
Apparel and accessories
Personal care
Others
Platform
Multi-brand
Single-brand
Consumer Segment
Millennials
Gen Z
Baby Boomers
Families
Platform Type
Online Marketplaces
Brand Websites
Social Commerce
Delivery Format
Standard Shipping
Same-Day Delivery
Subscription-Based
Geography
North America
US
By Type Insights
The B2C retailers segment is estimated to witness significant growth during the forecast period.
The B2C e-commerce market in the US continues to evolve, driven by increasing retail sales and the preference for secure online transactions. According to recent data, e-commerce sales accounted for over 16% of total retail sales in 2020, a figure that is expected to reach 22% by 2024. To attract and retain customers, B2C companies employ various strategies, including conversion rate optimization, digital marketing, and personalization. These efforts result in substantial website traffic, with an average shopping cart abandonment rate of 69.57%. Effective customer relationship management is crucial, with tools like CRM systems, email marketing automation, and customer loyalty programs helping to foster long-term relationships.
E-commerce platforms and inventory management systems streamline operations, while search engine optimization and social media marketing boost website visibility. Mobile commerce and mobile app development cater to the growing number of mobile users, and influencer marketing, content marketing, and affiliate marketing expand reach. Security remains a priority, with e-commerce security measures, fraud detection systems, and data analytics dashboards ensuring a safe and efficient shopping experience. Pricing strategies, user experience design, and search advertising further enhance the customer journey. Ultimately, the focus on improving the overall shopping experience and supply chain efficiency drives growth in the B2C e-commerce market.
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The B2C retailers segment was valued at USD 191.90 billion in 2019 and showed a gradual increase during the forecast period.
Market Dynamics
Our researchers analyzed the data with 2024 as the base year, along with the key drivers, trends, and challenges. A holistic analysis of drivers will help companies refine their marketing strategies to gain a competitive advantage.
In the dynamic and ever-evolving B2C e-commerce landscape of the US market, businesses are constantly seeking innovative strategies to optimize their online retail customer journey and enhance conversion rates. Website design plays a pivotal role in this process, with effective email marketing automation strategies complementing the digital marketing efforts. Measuring return on investment (ROI) from these initiatives is crucial, necessitating ecommerce platform integration with payment gateways. Mobile shopping experi
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Dataset: Online Shopping Dataset;
CustomerID
Description: Unique identifier for each customer. Data Type: Numeric;
Gender:
Description: Gender of the customer (e.g., Male, Female). Data Type: Categorical;
Location:
Description: Location or address information of the customer. Data Type: Text;
Tenure_Months:
Description: Number of months the customer has been associated with the platform. Data Type: Numeric;
Transaction_ID:
Description: Unique identifier for each transaction. Data Type: Numeric;
Transaction_Date:
Description: Date of the transaction. Data Type: Date;
Product_SKU:
Description: Stock Keeping Unit (SKU) identifier for the product. Data Type: Text;
Product_Description:
Description: Description of the product. Data Type: Text;
Product_Category:
Description: Category to which the product belongs. Data Type: Categorical;
Quantity:
Description: Quantity of the product purchased in the transaction. Data Type: Numeric;
Avg_Price:
Description: Average price of the product. Data Type: Numeric;
Delivery_Charges:
Description: Charges associated with the delivery of the product. Data Type: Numeric;
Coupon_Status:
Description: Status of the coupon associated with the transaction. Data Type: Categorical;
GST:
Description: Goods and Services Tax associated with the transaction. Data Type: Numeric;
Date:
Description: Date of the transaction (potentially redundant with Transaction_Date). Data Type: Date;
Offline_Spend:
Description: Amount spent offline by the customer. Data Type: Numeric;
Online_Spend:
Description: Amount spent online by the customer. Data Type: Numeric;
Month:
Description: Month of the transaction. Data Type: Categorical;
Coupon_Code:
Description: Code associated with a coupon, if applicable. Data Type: Text;
Discount_pct:
Description: Percentage of discount applied to the transaction. Data Type: Numeric;
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In India, the estimated sales amount across various store categories provides key insights into the market's dynamics. Gifts & Special Events, as a prominent category, generates significant sales, totaling $745.33B, which is 67.07% of the region's total sales in this sector. Home & Garden follows with robust sales figures, achieving $210.60B in sales and comprising 18.95% of the region's total. Beauty & Fitness contributes a considerable amount to the regional market, with sales of $66.49B, accounting for 5.98% of the total sales in India. This breakdown highlights the varying economic impacts of different categories within the region, showcasing the diversity and strengths of each sector.
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E-commerce has become a new channel to support businesses development. Through e-commerce, businesses can get access and establish a wider market presence by providing cheaper and more efficient distribution channels for their products or services. E-commerce has also changed the way people shop and consume products and services. Many people are turning to their computers or smart devices to order goods, which can easily be delivered to their homes.
This is a sales transaction data set of UK-based e-commerce (online retail) for one year. This London-based shop has been selling gifts and homewares for adults and children through the website since 2007. Their customers come from all over the world and usually make direct purchases for themselves. There are also small businesses that buy in bulk and sell to other customers through retail outlet channels.
The data set contains 500K rows and 8 columns. The following is the description of each column. 1. TransactionNo (categorical): a six-digit unique number that defines each transaction. The letter βCβ in the code indicates a cancellation. 2. Date (numeric): the date when each transaction was generated. 3. ProductNo (categorical): a five or six-digit unique character used to identify a specific product. 4. Product (categorical): product/item name. 5. Price (numeric): the price of each product per unit in pound sterling (Β£). 6. Quantity (numeric): the quantity of each product per transaction. Negative values related to cancelled transactions. 7. CustomerNo (categorical): a five-digit unique number that defines each customer. 8. Country (categorical): name of the country where the customer resides.
There is a small percentage of order cancellation in the data set. Most of these cancellations were due to out-of-stock conditions on some products. Under this situation, customers tend to cancel an order as they want all products delivered all at once.
Information is a main asset of businesses nowadays. The success of a business in a competitive environment depends on its ability to acquire, store, and utilize information. Data is one of the main sources of information. Therefore, data analysis is an important activity for acquiring new and useful information. Analyze this dataset and try to answer the following questions. 1. How was the sales trend over the months? 2. What are the most frequently purchased products? 3. How many products does the customer purchase in each transaction? 4. What are the most profitable segment customers? 5. Based on your findings, what strategy could you recommend to the business to gain more profit?
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Explore the statistics for Coupons & Discounts eCommerce in 2025, including store count by region and platform, estimated sales amount by platform and region, products sold by platform and region, and total app spend by platform and region. Gain insights into regional preferences, market penetration, consumer trends, and technological investments within the Coupons & Discounts sector. Discover the leading regions and platforms, as well as the dynamics of sales and product volumes. Stay informed about the evolving landscape of Coupons & Discounts online stores for a comprehensive understanding of the market.
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The pie chart showcases the distribution of app/software spending by store category in India, providing insights into how eCommerce stores allocate their resources on the app or software they utilize. Among the store categories, Apparel exhibits the highest spending, with a total expenditure of $19.59M units representing 35.58% of the overall spending. Following closely behind is Beauty & Fitness with a spend of $7.33M units, comprising 13.32% of the total. Home & Garden also contributes significantly with a spend of $6.55M units, accounting for 11.89% of the overall app/software spending. This data sheds light on the investment patterns of eCommerce stores within each category, reflecting their priorities and resource allocation towards app or software solutions.
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TwitterIn 2024, global retail e-commerce sales reached an estimated ************ U.S. dollars. Projections indicate a ** percent growth in this figure over the coming years, with expectations to come close to ************** dollars by 2028. World players Among the key players on the world stage, the American marketplace giant Amazon holds the title of the largest e-commerce player globally, with a gross merchandise value of nearly *********** U.S. dollars in 2024. Amazon was also the most valuable retail brand globally, followed by mostly American competitors such as Walmart and the Home Depot. Leading e-tailing regions E-commerce is a dormant channel globally, but nowhere has it been as successful as in Asia. In 2024, the e-commerce revenue in that continent alone was measured at nearly ************ U.S. dollars, outperforming the Americas and Europe. That year, the up-and-coming e-commerce markets also centered around Asia. The Philippines and India stood out as the swiftest-growing e-commerce markets based on online sales, anticipating a growth rate surpassing ** percent.