Online conversion rates of e-commerce sites were the highest in the beauty & skincare sector, at ***** percent in the first quarter of 2025. Food & beverage followed, with a *** percent conversion rate. For comparison, the average conversion rate of e-commerce sites across all selected sectors stood at *** percent. How does conversion vary by region and device? The conversion rate, which indicates the proportion of visits to e-commerce websites that result in purchases, varies by country and region. For instance, since at least 2023, e-commerce sites have consistently recorded higher conversion rates among shoppers in Great Britain compared to those in the United States and other global regions. Furthermore, despite the increasing prevalence of mobile shopping worldwide, conversions remain more pronounced on larger screens such as tablets and desktops. Online shopping cart abandonment on the rise Recently, the rate at which consumers abandon their online shopping carts has been gradually rising to more than ** percent in 2025, showing a higher difficulty for e-commerce sites to convert website traffic into purchases. In 2024, food and beverage was one of the product categories with the lowest online cart abandonment rate, confirming the sector’s relatively high conversion rate. In the United States, the primary reason why customers abandoned their shopping carts is that extra costs such as shipping, tax, and service fees were too high at checkout.
As of December 2024, the conversion rate on e-commerce sites was highest for tablet devices, with a rate of *** percent. Desktops were ranked second. The e-commerce sector had an overall conversion rate of *** percent.
Online shopping conversion rates for health and beauty products stood just below *** percent from the first quarter of 2023 to the fourth quarter of 2024. In the fourth quarter of 2024, the conversion rate was at *** percent.
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A comprehensive dataset providing key insights into the eCommerce industry, including global retail online sales projections, number of eCommerce stores, digital buyer statistics, revenue growth in the United States, sector-wise revenue details with a focus on consumer electronics, average conversion rates, and mobile commerce sales forecasts.
In 2024, next to an add-to-cart rate of 9.2%, a cart abandonment rate of 79.4%, and a conversion rate of 1.9%, the eCommerce Benchmark KPIs in Vietnam also consist of an AOV of US$80.2, a discount rate of 14.2%, and a return rate of 4.7%.
The global online shopping conversion rate for cosmetic products varied from the forth quarter of 2022 to the forth quarter of 2024. In the forth quarter of 2022, the conversion rate was at *** percent. It then fell to *** percent in the fourth quarter of 2023 before dropping to *** percent in the forth quarter of 2024.
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The Conversion Rate Optimization (CRO) tool market is experiencing robust growth, driven by the increasing need for businesses to maximize their online revenue and improve user engagement. The market, estimated at $2 billion in 2025, is projected to exhibit a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033. This growth is fueled by several key factors. Firstly, the rising adoption of e-commerce and the increasing competition in the digital landscape are compelling businesses to invest heavily in strategies to improve their conversion rates. Secondly, the sophistication of CRO tools is continuously evolving, offering businesses more advanced analytics, A/B testing capabilities, and personalized user experience features. Thirdly, the availability of affordable and user-friendly tools is democratizing access to CRO strategies, enabling even small and medium-sized enterprises (SMEs) to leverage these techniques effectively. The market is segmented by tool type (e.g., A/B testing, heatmap, form analytics), deployment mode (cloud-based, on-premise), business size (SME, enterprise), and industry vertical (e-commerce, SaaS, etc.). Despite this promising outlook, the market faces certain restraints. The high initial investment cost of some advanced CRO tools can be a barrier to entry for smaller businesses. Furthermore, the complexity of implementing and interpreting CRO data effectively requires skilled personnel, leading to a potential skills gap within the industry. Competition among established players and the emergence of new entrants are also shaping market dynamics. However, the overall trend indicates a continuously expanding market as businesses increasingly recognize the crucial role of CRO in achieving their digital marketing objectives. The leading players in the market, including Google Optimize, Heap, Adobe Target, and others, are continuously innovating and expanding their product offerings to maintain their competitive edge. The ongoing trend toward personalization and data-driven decision-making further solidifies the long-term growth potential of this sector.
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The Conversion Rate Optimization (CRO) services market, valued at $1470 million in 2025, exhibits robust growth potential, projected to expand at a Compound Annual Growth Rate (CAGR) of 6.6% from 2025 to 2033. This growth is fueled by several key factors. Increasing reliance on digital marketing strategies by businesses of all sizes necessitates a strong focus on optimizing website performance and maximizing return on investment (ROI). The rising adoption of data analytics and A/B testing methodologies provides businesses with the tools to identify areas for improvement and refine their online customer journey. Furthermore, the continuous evolution of digital technologies, such as AI-powered personalization tools and enhanced user experience (UX) design principles, contribute to the market’s expansion. Competition among CRO service providers is intense, with established players like SmartSites, Ignite Visibility, and WebFX competing alongside emerging agencies. This competition fosters innovation and drives the development of sophisticated CRO strategies and solutions. The market segmentation, while not explicitly provided, can be reasonably inferred. We can anticipate segmentation based on service offerings (e.g., A/B testing, landing page optimization, user experience design, analytics consultation), target industry (e.g., e-commerce, SaaS, finance), and business size (e.g., small businesses, enterprises). Geographic segmentation likely reveals variations in market penetration and growth rates across different regions, with North America and Europe potentially representing significant market shares due to the higher adoption of digital technologies. Growth constraints could include a lack of internal resources or expertise within companies to effectively implement CRO strategies, high initial investment costs for some CRO solutions, and the constantly evolving digital landscape requiring continuous adaptation.
In 2024, next to an add-to-cart rate of 10.5%, a cart abandonment rate of 79.3%, and a conversion rate of 2.2%, the eCommerce Benchmark KPIs for Fashion in India also consist of an AOV of US$62.9, a discount rate of 20.5%, and a return rate of 16.9%.
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The E-commerce Conversion Rate Optimization (CRO) Software market has emerged as a vital component in the digital retail landscape, driven by the increasing number of online shoppers and the relentless pursuit of businesses to maximize their website effectiveness. With a rapidly growing global e-commerce sector, bus
During the first quarter of 2025, *** percent of visits to e-commerce websites in the UK converted to purchases. In Switzerland, online shopper conversion rates stood at *** percent. Mobile takes over e-shopping Online shopping has long since established itself as an everyday activity of online life – this holds for both desktop and mobile. As of the fourth quarter of 2024, more than three-quarters of retail site visits worldwide came from smartphones and generated about two-thirds of online shopping orders. Based on mobile retail performance growth, it is only a matter of time before mobile overtakes desktop in revenue generation.
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CRO tools offer a suite of features, including:
Website analytics: Track user behavior, identify bottlenecks, and optimize page performance. A/B testing: Compare different website variations to determine the most effective design or content. Heat mapping: Visualize user interactions, such as clicks and scroll patterns, to pinpoint areas for improvement. Personalization: Tailor website experiences based on user preferences and behaviors. Visitor segmentation: Divide visitors into specific segments for targeted marketing campaigns.
Report Coverage & Deliverables Market Segmentation:
Application: SMEs, Large Enterprises Type: Cloud-based, On-premises Industry: E-commerce, Travel, Healthcare, Education
Regional Insights:
North America: Dominates the market, with strong adoption in the US. Europe: Growing rapidly, driven by increasing demand for data privacy compliance. Asia-Pacific: Emerging market with significant potential for growth. Latin America: Underdeveloped market with limited infrastructure and resources.
Conversion Rate Optimization (CRO) Tool Trends
Personalization and automation Use of artificial intelligence (AI) for data processing and insights Focus on mobile optimization Real-time optimization capabilities Rise of AI-powered virtual assistants
Driving Forces: What's Propelling the Conversion Rate Optimization (CRO) Tool
Growing demand for increased website conversions Need for improved user experience and customer satisfaction E-commerce growth and the need for optimized online shopping experiences Advancements in analytics and data collection technologies
Challenges and Restraints in Conversion Rate Optimization (CRO) Tool
Data privacy concerns Lack of skilled CRO professionals Limited budgets for SMEs Competition from free and open-source CRO tools
Emerging Trends in Conversion Rate Optimization (CRO) Tool
Predictive analytics AI-powered automation Use of chatbots for customer engagement Personalization at scale Omnichannel CRO strategies
Growth Catalysts in Conversion Rate Optimization (CRO) Tool Industry
Government initiatives promoting e-commerce and digital transformation Increased awareness of CRO benefits Adoption of AI and machine learning technologies Growing investment in customer experience (CX)
Leading Players in the Conversion Rate Optimization (CRO) Tool
Google Heap Adobe CRO Checker Crazy Egg Hotjar Full Story Popupsmart Optinmonster FreeChat LiveChat MixPanel Amplitude Survey Monkey Optimizely VWO Nudgify UseProof
Significant developments in Conversion Rate Optimization (CRO) Tool Sector
Acquisition of CRO Checker by Adobe Partnership between Hotjar and Salesforce Launch of AI-powered optimization tools by Google Increasing investment in R&D by leading players
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The global conversion rate optimization software market size was valued at approximately USD 1.23 billion in 2023 and is projected to reach USD 4.15 billion by 2032, growing at a compound annual growth rate (CAGR) of 14.7% during the forecast period. The market is experiencing significant growth due to the increasing demand for digital marketing solutions that enhance user engagement and optimize conversion rates. Businesses are increasingly adopting conversion rate optimization (CRO) software to improve website performance and drive sales, fueling the demand for these solutions. This growing trend is complemented by a rising awareness of the importance of data-driven customer engagement strategies, pushing companies to refine their approaches to digital marketing.
The growth of the conversion rate optimization software market is driven primarily by the increasing shift of businesses towards digital commerce and the need to optimize user experience to stay competitive in the digital landscape. Companies are recognizing the importance of personalized experiences and targeted marketing in capturing consumer interest and converting leads into customers. This is particularly critical as customer acquisition costs rise and businesses focus on maximizing the value of existing traffic. Furthermore, technological advancements in artificial intelligence and machine learning are enabling more sophisticated CRO tools that offer actionable insights and predictive capabilities, further enhancing their adoption across various industries.
Another significant growth factor is the surging popularity of e-commerce and the proliferation of online retail platforms. As more consumers shop online, businesses are under pressure to differentiate their offerings and streamline the user journey to increase conversion rates. CRO software provides these businesses with the tools necessary to conduct A/B testing, analyze user behavior through heatmaps, and personalize user experiences, all of which are essential for optimizing conversion rates. Additionally, the integration of CRO tools with other digital marketing platforms and customer relationship management (CRM) systems is enhancing the functionality and appeal of these solutions, contributing to wider adoption.
The growing focus on data privacy and compliance is also shaping the CRO software market. With regulations such as the General Data Protection Regulation (GDPR) in Europe and the California Consumer Privacy Act (CCPA) in the U.S., businesses are seeking CRO solutions that offer secure data handling and privacy compliance. This trend is prompting software vendors to innovate and develop products that not only optimize conversion rates but also adhere to stringent data protection standards. As a result, companies are more likely to adopt CRO solutions that can provide comprehensive data insights while ensuring consumer data privacy, contributing to market growth.
Regionally, North America leads the conversion rate optimization software market, attributed to the early adoption of digital marketing technologies and a robust e-commerce infrastructure. The region's technological advancement and the presence of major industry players provide a conducive environment for the growth of CRO solutions. However, the Asia Pacific region is anticipated to witness the fastest growth during the forecast period, driven by the rapid digital transformation of businesses and the growing e-commerce sector in countries like China and India. The increasing internet penetration and smartphone usage in these regions are also fueling the demand for conversion optimization tools as businesses strive to capture and convert online traffic.
The conversion rate optimization software market is segmented into two primary components: software and services. The software segment is further dissected into various subcategories, including tools for A/B testing, heatmaps, and personalization. The software component holds the largest market share due to the increasing demand for sophisticated tools that provide insights into user behavior and optimize conversion rates. These tools are essential for businesses seeking to enhance their digital marketing strategies and improve website performance. The software segment benefits from constant innovation, with new features and functionalities being introduced by vendors to meet evolving consumer needs and technological trends.
The services segment, on the other hand, encompasses consulting, implementation, and maintenance services that support the de
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Global Conversion Rate Optimisation Software is segmented by Application (E-commerce, Retail, Lead Generation, Websites, Digital Marketing) , Type (A/B Testing, Heatmaps, Analytics, User Feedback, UX/UI) and Geography(North America, LATAM, West Europe, Central & Eastern Europe, Northern Europe, Southern Europe, East Asia, Southeast Asia, South Asia, Central Asia, Oceania, MEA)
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According to Cognitive Market Research, the global Conversion Rate Optimization CRO Software market size will be USD 469.5 million in 2024. It will rise at the compound annual growth rate (CAGR) of 12.20% from 2024 to 2031.
North America held the major market share for more than 40% of global revenue with the market size of USD 608.48 million in the year 2024 and will rise at the compound annual growth rate (CAGR) of 10.4% from the year 2024 to 2031.
Europe accounted for a market share of over 30% of the global revenue with a market size of USD 456.36 million.
Asia Pacific held a market share of around 23% of global revenue with the market size of USD 349.88 million in the year 2024 and will rise at a compound annual growth rate (CAGR) of 14.2% from the year 2024 to 2031.
Latin America had a market share of more than 5% of global revenue with a market size of USD 76.06 million in the year 2024 and will rise at a compound annual growth rate (CAGR) of 76.06% from 2024 to 2031.
Middle East and Africa had a market share of around 2% of the global revenue and was estimated at a market size of USD 30.42 million in the year 2024 and will rise at the compound annual growth rate (CAGR) of 11.9% from the year 2024 to 2031.
The A/B testing category is the fastest growing segment of the Conversion Rate Optimization CRO Software industry
Market Dynamics of Conversion Rate Optimization CRO Software Market
Key Drivers for Conversion Rate Optimization CRO Software Market
Increasing Focus on Digital Marketing Efficiency to Boost Market Growth
As businesses invest more in digital marketing strategies, the need for Conversion Rate Optimization (CRO) software becomes crucial. Companies are increasingly focused on maximizing the return on investment (ROI) from its digital marketing attempt. CRO software helps by analyzing user behavior, optimizing landing pages, and enhancing the user experience to convert more website visitors into customers. This focus on efficiency drives the adoption of CRO tools, as they provide actionable insights and data-driven recommendations to enhance conversion rates. With the growing emphasis on performance metrics and the competitive digital landscape, businesses are keen to leverage CRO software to gain a competitive edge and achieve better marketing outcomes. For instance, Unbounce announced the acquisition of LeadsRx, an attribution and analytics software provider. With this acquisition, the Unbounce will assist its SMB clients raise the quality and volume of conversions
Growth in E-Commerce and Online Businesses to Drive Market Growth
The expansion of e-commerce and online businesses significantly drives the demand for Conversion Rate Optimization (CRO) software. As more companies shift to online platforms, the requirement to optimize their websites for higher conversion rates becomes more pronounced. CRO software provides valuable tools and techniques to enhance website performance, streamline user journeys, and reduce bounce rates. This is crucial for online businesses aiming to convert visitors into paying customers and increase their sales. The increase in online shopping and the increasing number of digital transactions highlight the importance of CRO software in ensuring that businesses maximize their online revenue potential and maintain a competitive advantage in the digital marketplace.
Restraint Factor for the Conversion Rate Optimization CRO Software Market
The High Cost of Implementation and Ongoing Maintenance will Limit Market Growth
Plastics and Styrofoam are less expensive to make than paper cups, making them more economically viable for enterprises, especially those with narrow profit margins. Lower production costs translate into lower consumer prices, making plastic and Styrofoam cups more competitive on the market. Plastic and Styrofoam cups are well-known for their durability and resistance, especially when liquids must be transported at great distances or stored for a lengthy time. This durability makes them a preferable choice for some applications, such as takeaway drinks or outdoor events. At the same time, paper cups are thought to be less reliable, impeding the growth of the Conversion Rate Optimization CRO Software market.
Impact of Covid-19 on the Conversion Rate Optimization CRO Software Market
The COVID-19 pandemic had a significant impact on Conversion Rate Optimization (CRO) software market. Initially, many busi...
In 2024, next to an add-to-cart rate of 9.1%, a cart abandonment rate of 62.6%, and a conversion rate of 3.4%, the eCommerce Benchmark KPIs in Australia also consist of an AOV of US$126.9, a discount rate of 10%, and a return rate of 8.9%.
According to our latest research, the global Conversion Rate Optimization (CRO) Software market size reached USD 1.62 billion in 2024. The market is expected to expand at a robust CAGR of 12.8% from 2025 to 2033, projecting a market value of approximately USD 4.23 billion by 2033. This growth is driven by the increasing digitalization of businesses, the rising importance of data-driven marketing strategies, and the need for enterprises to maximize ROI from their digital assets. As organizations across industries focus on enhancing user experiences and capturing more value from their existing web traffic, the demand for advanced CRO software solutions continues to surge globally.
The primary growth factor propelling the Conversion Rate Optimization (CRO) Software market is the dramatic shift towards online business models and digital customer engagement. Enterprises are increasingly leveraging CRO software to analyze user behavior, test different web elements, and optimize conversion funnels. As competition intensifies in the digital landscape, businesses are prioritizing the improvement of website and application performance to convert visitors into customers more efficiently. This has led to a significant uptick in the adoption of CRO tools, which offer actionable insights through real-time analytics, A/B testing, and personalization features. The proliferation of e-commerce, coupled with the growing significance of digital marketing, further amplifies the need for robust CRO solutions.
Another major driver of market expansion is the integration of artificial intelligence (AI) and machine learning (ML) technologies into CRO platforms. Advanced CRO software now leverages AI to automate the optimization process, providing predictive analytics and personalized recommendations that significantly enhance conversion rates. These intelligent systems can rapidly process vast amounts of user data, identify patterns, and suggest the most effective changes to websites and landing pages. This technological evolution not only reduces manual intervention but also accelerates the optimization cycle, enabling businesses to stay agile and responsive to changing consumer preferences. Furthermore, the increasing availability of cloud-based CRO solutions makes these technologies accessible to a broader spectrum of enterprises, including small and medium-sized businesses.
The CRO software market is also benefiting from the growing emphasis on customer experience (CX) and retention strategies. As customer acquisition costs rise, organizations are focusing on maximizing the value of their existing customer base. CRO tools play a crucial role in this context by enabling businesses to identify friction points, streamline user journeys, and deliver highly relevant content and offers. The ability to segment audiences, conduct multivariate testing, and generate in-depth reports empowers marketers to make data-driven decisions that boost engagement and loyalty. This strategic shift towards customer-centric optimization is expected to sustain the demand for CRO software across diverse industry verticals.
From a regional perspective, North America remains the leading market for CRO software, owing to the early adoption of digital technologies and the presence of a large number of tech-savvy enterprises. However, the Asia Pacific region is witnessing the fastest growth, driven by rapid digital transformation, expanding e-commerce ecosystems, and increasing investments in marketing technology. Europe also represents a significant market, characterized by stringent data privacy regulations and a mature digital landscape. Meanwhile, Latin America and the Middle East & Africa are gradually catching up, as businesses in these regions recognize the value of CRO in driving online revenue growth. The global outlook indicates a sustained upward trajectory for the CRO software market over the forecast period.
The Conversion Rate Optimization
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The global Conversion Rate Optimization (CRO) Software Market size is projected to exhibit substantial growth, with estimations pegging the market value at $1.85 billion in 2023 and a robust projected increase reaching $4.76 billion by 2032, driven by a compound annual growth rate (CAGR) of 11.2%. This growth trajectory is fueled by a myriad of factors including the increasing digital transformation across industries, the rising importance of personalized customer experiences, and the surge in e-commerce activity worldwide. Businesses are continuously seeking innovative ways to optimize their web traffic conversions, driving the demand for CRO software solutions that promise enhanced user engagement and higher conversion rates.
A significant growth factor for the CRO software market is the widespread adoption of digital marketing strategies by businesses across various sectors. As online competition intensifies, companies are increasingly investing in CRO tools to gain insights into customer behavior, optimize digital assets, and ultimately improve their conversion rates. This trend is further amplified by the growing awareness among businesses regarding the benefits of data-driven decision-making and the critical role of CRO in maximizing return on investment (ROI) from digital marketing efforts. Additionally, the continuous advancement in machine learning and artificial intelligence technologies is revolutionizing the capabilities of CRO software, making it more sophisticated and effective in predicting customer needs and enhancing user experiences.
The proliferation of mobile devices and the subsequent shift towards mobile-first strategies also significantly contribute to the market's growth. With consumers spending more time on mobile devices, optimizing mobile user experiences becomes crucial for businesses, leading to a heightened demand for CRO tools that cater specifically to mobile platforms. Furthermore, the increasing adoption of cloud-based solutions is making CRO software more accessible to small and medium enterprises (SMEs), which are rapidly embracing digital tools to compete with larger players. As a result, the market is witnessing an influx of innovative solutions tailored to the unique needs of different business sizes and models.
Another key growth driver is the rising emphasis on personalized customer experiences. In today's competitive digital landscape, consumers expect personalized interactions, which necessitates the use of advanced CRO tools capable of tailoring marketing efforts to individual preferences. These tools enable businesses to segment their audience effectively, test different content variations, and deploy personalized marketing strategies, thereby significantly enhancing customer engagement and satisfaction. This trend is compelling organizations to invest in sophisticated CRO solutions that not only improve conversion rates but also build long-term customer loyalty.
Regionally, North America currently dominates the CRO software market, attributed to the region’s advanced digital infrastructure, high internet penetration, and the presence of major CRO software providers. However, Asia Pacific is anticipated to exhibit the highest growth rate during the forecast period, driven by the rapid digitalization of economies, growing e-commerce sector, and increasing adoption of digital marketing practices in developing countries like India and China. The European market is also expected to show significant growth due to increasing investments in technology and innovation, as well as a strong focus on customer-centric business strategies.
The CRO software market is segmented into two primary components: Software and Services. The software segment encompasses the core tools and platforms that enable businesses to implement conversion optimization strategies. These software solutions range from A/B testing tools to advanced analytics platforms that provide actionable insights into user behavior and conversion patterns. The rise of cloud-based software solutions has particularly bolstered this segment, offering scalable and cost-effective options for businesses of all sizes. Furthermore, software providers are continually enhancing their offerings with features such as machine learning algorithms and integration capabilities with other marketing tools, making them indispensable for modern digital marketing strategies.
Within the software segment, A/B testing tools play a critical role. These tools allow businesses to experiment with different vers
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BASE YEAR | 2024 |
HISTORICAL DATA | 2019 - 2024 |
REPORT COVERAGE | Revenue Forecast, Competitive Landscape, Growth Factors, and Trends |
MARKET SIZE 2023 | 1263.11(USD Billion) |
MARKET SIZE 2024 | 1370.48(USD Billion) |
MARKET SIZE 2032 | 2632.0(USD Billion) |
SEGMENTS COVERED | Business Function ,Deployment Mode ,Organization Size ,Industry Vertical ,Application ,Regional |
COUNTRIES COVERED | North America, Europe, APAC, South America, MEA |
KEY MARKET DYNAMICS | Rising Demand for HighQuality Audio and Video Content Growing Popularity of Streaming Services Increasing Adoption of Voice Assistants Expansion of the Gaming Industry Advancements in Audio and Video Technologies |
MARKET FORECAST UNITS | USD Billion |
KEY COMPANIES PROFILED | Analog Devices, Inc. ,Cirrus Logic, Inc. ,Crystal Semiconductor ,ESS Technology, Inc. ,Maxim Integrated Products, Inc. ,Microchip Technology Inc. ,Monolithic Power Systems, Inc. ,NXP Semiconductors N.V. ,ON Semiconductor ,Renesas Electronics Corporation ,STMicroelectronics N.V. ,Texas Instruments Incorporated ,Wolfson Microelectronics PLC |
MARKET FORECAST PERIOD | 2024 - 2032 |
KEY MARKET OPPORTUNITIES | 1 Increasing demand for highresolution audio content 2 Adoption of AI in sample rate conversion technology 3 Growing popularity of online streaming services 4 Demand for realtime sample rate conversion capabilities 5 Emergence of new applications in virtual and augmented reality |
COMPOUND ANNUAL GROWTH RATE (CAGR) | 8.5% (2024 - 2032) |
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Online conversion rates of e-commerce sites were the highest in the beauty & skincare sector, at ***** percent in the first quarter of 2025. Food & beverage followed, with a *** percent conversion rate. For comparison, the average conversion rate of e-commerce sites across all selected sectors stood at *** percent. How does conversion vary by region and device? The conversion rate, which indicates the proportion of visits to e-commerce websites that result in purchases, varies by country and region. For instance, since at least 2023, e-commerce sites have consistently recorded higher conversion rates among shoppers in Great Britain compared to those in the United States and other global regions. Furthermore, despite the increasing prevalence of mobile shopping worldwide, conversions remain more pronounced on larger screens such as tablets and desktops. Online shopping cart abandonment on the rise Recently, the rate at which consumers abandon their online shopping carts has been gradually rising to more than ** percent in 2025, showing a higher difficulty for e-commerce sites to convert website traffic into purchases. In 2024, food and beverage was one of the product categories with the lowest online cart abandonment rate, confirming the sector’s relatively high conversion rate. In the United States, the primary reason why customers abandoned their shopping carts is that extra costs such as shipping, tax, and service fees were too high at checkout.