{"id":417432,"date":"2024-01-11T06:56:41","date_gmt":"2024-01-11T06:56:41","guid":{"rendered":"https:\/\/webkul.com\/blog\/?p=417432"},"modified":"2024-10-24T08:17:35","modified_gmt":"2024-10-24T08:17:35","slug":"ai-powered-personalization-in-e-commerce","status":"publish","type":"post","link":"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/","title":{"rendered":"AI-Powered Personalization in E-commerce"},"content":{"rendered":"\n<div class=\"wk-index-wrap\"><div class=\"block-wrap\">\n<h2 class=\"wp-block-heading index-title\">Introduction:<\/h2>\n<\/div><\/div>\n\n\n\n<p><a href=\"https:\/\/webkul.com\/artificial-intelligence\/\" target=\"_blank\" rel=\"noreferrer noopener\">Artificial intelligence<\/a> (AI) has become key to e-commerce today, revolutionizing the way businesses interact with customers and increasing efficiency. <\/p>\n\n\n\n<p>Its integration creates a new era of self-awareness, efficiency, and innovation in digital marketing. <\/p>\n\n\n\n<p>This blog explores the diversity of AI applications in e-commerce, provides real-life examples, and presents the many advantages it has in business. <\/p>\n\n\n\n<p>Join us as we explore how AI is changing the e-commerce landscape and redefining the nature of shopping.<\/p>\n\n\n\n<p>Artificial Intelligence (AI) has emerged as a pivotal force reshaping the landscape of eCommerce. <\/p>\n\n\n\n<p>Its multifaceted applications revolutionize every aspect of online shopping, redefining customer engagement, optimizing operations, and fueling revenue growth.<\/p>\n\n\n\n<div class=\"wk-index-wrap\"><div class=\"block-wrap\">\n<h2 class=\"wp-block-heading index-title\"><strong>How AI is used in E-Commerce platforms:<\/strong><\/h2>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Personalized recommendations:<\/strong><\/h3>\n\n\n\n<p>Artificial Intelligence algorithms analyze large amounts of customer data, including browsing history, purchasing behavior, and demographic data, to provide good recommendations for products.<\/p>\n\n\n\n<p>For example, <strong>Amazon&#8217;s recommendation engine uses <a href=\"https:\/\/store.webkul.com\/magento2-ai-product-recommendation.html\" target=\"_blank\" rel=\"noreferrer noopener\">artificial intelligence to recommend products<\/a> based on search and purchase history<\/strong>, improving user experience and increasing conversions.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Customer Service Automation:<\/strong><\/h3>\n\n\n\n<p>AI-powered chatbots provide fast and personalized customer support. They handle questions, give product recommendations, and assist with the purchasing process.<\/p>\n\n\n\n<p>For example, <strong>Shopify stores have integrated AI-powered chatbots to improve customer support.<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Predictive Analytics for Inventory Management:<\/strong><\/h3>\n\n\n\n<p>AI-driven analytics enable more accurate inventory management by predicting demand and trends. <\/p>\n\n\n\n<p><strong>Retailers like Walmart are using AI to improve product quality, reduce excess inventory or out-of-stock items<\/strong>, and thus increase operational efficiency.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Dynamic pricing strategy:<\/strong> <\/h3>\n\n\n\n<p>Artificial intelligence algorithms analyze market trends, price competition, and customer behavior to adjust prices.<\/p>\n\n\n\n<p>Businesses in businesses and hotels are using intelligence-based dynamic pricing to change tickets or rooms as needed to get the best value.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Security Analysis and Security:<\/strong><\/h3>\n\n\n\n<p>Artificial Intelligence-supported systems detect fraud by analyzing patterns and anomalies in customers.<\/p>\n\n\n\n<p><strong>PayPal and Stripe use advanced fraud detection techniques, ensure transaction security, and protect customers&#8217; financial information.<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Visual search and personalization:<\/strong><\/h3>\n\n\n\n<p>AI-powered visual search technology allows users to search for product images. <\/p>\n\n\n\n<p><strong>Pinterest uses AI to power visual search, allowing users to search for items within images<\/strong>, improving user experience and discovery.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Supply Chain Optimization:<\/strong><\/h3>\n\n\n\n<p>Artificial Intelligence optimizes logistics, planning, and supply chain management. Companies like DHL are using artificial intelligence to optimize processes and reduce delivery times and costs.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Voice Commerce and Assistant:<\/strong><\/h3>\n\n\n\n<p>AI-powered voice assistant enables a hands-free purchasing process. Voice marketing platforms such as <strong>Google Assistant or Alexa provide convenience to customers by facilitating purchases via command.<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Content Creation and SEO:<\/strong><\/h3>\n\n\n\n<p>Artificial Intelligence helps in creating content that includes descriptive and SEO-friendly content.<\/p>\n\n\n\n<p><strong>Tools like ChatGPT or Copy.ai assist eCommerce businesses in creating engaging and SEO-optimized content.<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Behavioral Targeting in Marketing:<\/strong><\/h3>\n\n\n\n<p>AI analyzes customer behavior to deliver targeted marketing campaigns. <a href=\"https:\/\/webkul.com\/ecommerce-marketplaces\/\" target=\"_blank\" rel=\"noreferrer noopener\">eCommerce platforms<\/a> like <strong>Shopify use AI-based tools for targeted advertising, increasing customer engagement and conversion rates.<\/strong><\/p>\n\n\n\n<p>In summary, AI&#8217;s applications in eCommerce are extensive, revolutionizing customer interactions, optimizing operations, and reshaping the entire shopping experience.<\/p>\n\n\n\n<p>From personalized recommendations to optimized logistics and AI-powered chatbots, these examples demonstrate the diverse and transformative role of AI in eCommerce.<\/p>\n\n\n\n<div class=\"wk-index-wrap\"><div class=\"block-wrap\">\n<h2 class=\"wp-block-heading index-title\"><strong>Advantages of implementing AI in E-Commerce:<\/strong><\/h2>\n<\/div><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Personalized and improved customer experience:<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Customized recommendations:<\/strong> Artificial intelligence analyzes customer data to provide personalized recommendations, improve user engagement, and increase sales.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Personalized business travel:<\/strong> The user&#8217;s interface and content can be customized according to personal preferences and improve the overall business experience.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Increase sales and conversion rates:<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Improve product placement:<\/strong> Intelligence-driven algorithms present products, resulting in greater visibility and more conversions.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Dynamic Pricing Strategy: <\/strong>Artificial Intelligence helps set competitive prices to achieve the best results while meeting customer needs, thereby increasing sales.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Improved customer service and interaction:<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>24\/7 support: <\/strong>AI-powered chatbots provide faster customer service, better response time, and people&#8217;s consumer satisfaction.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Better interaction:<\/strong> Artificial intelligence enables greater engagement and interaction with customers by supporting interactive communication.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Efficiency and cost savings:<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Simplified inventory management:<\/strong> Predictive measures improve product quality and reduce product overstocks or out-of-stock items, thus reducing operating costs.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Supply chain optimization:<\/strong> Artificial intelligence reduces labor time and operating costs by aiding logistics and planning.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Fraud Detection and Security:<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Advanced Security: <\/strong>Artificial intelligence-based fraud detection and prevention systems that provide business security and protect customer information.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Data-driven decision-making:<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Understanding and analysis: <\/strong>AI analyzes large amounts of data to provide insights that help inform printing and merchandising business decisions.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Automation and Productivity:<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Task Automation: <\/strong>Artificial Intelligence automates repetitive tasks, allowing companies to focus on more productive tasks and increase operational efficiency.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Improve SEO and Content Creation:<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>SEO Optimization: <\/strong>AI-generated content improves <a href=\"https:\/\/webkul.com\/digital-marketing\/\" target=\"_blank\" rel=\"noreferrer noopener\">search engine optimization<\/a> and increases product and e-commerce website visibility.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Creating useful content:<\/strong> Artificial intelligence helps create SEO-friendly, useful content descriptions that help increase product visibility.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Adaptability and Scalability:<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Adaptive Algorithms: <\/strong>Artificial Intelligence algorithms constantly learn and adapt to customers&#8217; changes and preferences to ensure they stay together at bedtime.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Scalable solutions: <\/strong>AI-powered tools and systems that scale seamlessly with growing business needs.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Competitive Advantage:<\/strong><\/h3>\n\n\n\n<p><strong>Innovation Advantage: <\/strong>The use of artificial intelligence enables businesses to stay ahead of others in delivering personalized, efficient, and innovative customer experiences, thus providing a competitive advantage.<\/p>\n\n\n\n<p>Essentially, integrated intelligence in e-commerce will lead to increased efficiency, increased customer satisfaction, increased sales, and good competition in the market.<\/p>\n\n\n\n<p>These benefits are all-encompassing and contribute to the overall growth and success of your e-commerce business.<\/p>\n\n\n\n<div class=\"wk-index-wrap\"><div class=\"block-wrap\">\n<h2 class=\"wp-block-heading index-title\"><strong>Real-life Examples:<\/strong><\/h2>\n<\/div><\/div>\n\n\n\n<p>Many e-commerce businesses have successfully implemented AI to improve operations, enhance customer experience, and increase sales. Here are some real-life examples:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Amazon:<\/strong><\/h3>\n\n\n\n<p><strong>Personalized Recommendations:<\/strong> It uses algorithms to recommend products similar to those that customers have viewed or purchased in the past, thus improving the overall product experience.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Netflix:<\/strong><\/h3>\n\n\n\n<p><strong>Content recommendations:<\/strong> Netflix uses artificial intelligence to recommend movies and TV shows to users based on their viewing history, interests, and behavior. This personalized recommendation impacts user retention and engagement.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Alibaba:<\/strong><\/h3>\n\n\n\n<p><strong>Dynamic Pricing and Inventory Management: <\/strong>Alibaba uses artificial intelligence-based predictive analytics for inventory management and dynamic pricing.<\/p>\n\n\n\n<p>This approach helps optimize stock levels, adjust prices in real time, and predict demand more accurately, leading to improved operational efficiency.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Sephora:<\/strong><\/h3>\n\n\n\n<p><strong>Virtual makeup try-on and personalized beauty recommendations: <\/strong>Sephora uses artificial intelligence to let customers try makeup using their smartphones.<\/p>\n\n\n\n<p>Artificial intelligence beauty consultants maintain customers&#8217; interest and satisfaction by making personalized recommendations based on skin type, color, and preferences.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Wayfair:<\/strong><\/h3>\n\n\n\n<p><strong>Visual Search and Home Decor Recommendations:<\/strong> Wayfair uses an AI-powered visual search tool to allow customers to find home decor products by uploading photos. <\/p>\n\n\n\n<p>Additionally, AI suggestions improve the product by making furniture and decoration recommendations based on customer preferences and past purchases.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>ASOS:<\/strong><\/h3>\n\n\n\n<p><strong>Chatbots for Customer Service: <\/strong>ASOS uses AI-powered chatbots to provide prompt customer service, assist with customer questions, assist with product recommendations, and enhance full support. This approach ensures a consistent business experience for customers.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>eBay:<\/strong><\/h3>\n\n\n\n<p><strong>Dynamic Pricing and Product Recommendations: <\/strong>eBay uses artificial intelligence to adjust prices based on product availability and demand. <\/p>\n\n\n\n<p>Their endorsements also lead to product recommendations to customers, thus increasing conversions and increasing sales.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Walmart:<\/strong><\/h3>\n\n\n\n<p><strong>Supply Chain Optimization:<\/strong> Walmart uses artificial intelligence to improve its products, including inventory management, demand forecasting, and optimization. This helps reduce costs, reduce waste, and simplify logistics.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Pinterest:<\/strong><\/h3>\n\n\n\n<p><strong>Visual Search and Content Discovery: <\/strong>Pinterest uses visual search tools powered by artificial intelligence to help users search and find content in images.<\/p>\n\n\n\n<p>Its recommendations show similar products, thus increasing user interaction and helping to find products.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Shopify:<\/strong><\/h3>\n\n\n\n<p><strong>Chatbots and AI Marketing Tools: <\/strong>Shopify integrates <a href=\"https:\/\/webkul.com\/blog\/ai-based-smart-chatbot\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI-powered chatbots<\/a> and marketing tools into its platform; so sellers can serve customers, adjust business plans, and optimize recommendations.<\/p>\n\n\n\n<div class=\"wk-index-wrap\"><div class=\"block-wrap\">\n<h2 class=\"wp-block-heading index-title\"><strong>Webkul&#8217;s AI-Powered Tools:<\/strong><\/h2>\n<\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>CS-Cart ChatBot:<\/strong><\/h2>\n\n\n\n<p><a href=\"https:\/\/store.webkul.com\/CS-Cart-ChatBot.html\" target=\"_blank\" rel=\"noreferrer noopener\">CS-Cart ChatBot<\/a>, an AI-driven tool, offers services such as &#8216;Hot Deals,&#8217; &#8216;Product Search,&#8217; and &#8216;Order Tracking&#8217; through text. Customizable and multilingual, it enriches user experience and streamlines communication.<\/p>\n\n\n\n<p>CS-Cart Chatbot add-on allows businesses to do automated communication with their customers. Chatbots can send and receive messages from users. <\/p>\n\n\n\n<p>Customers can search for products, and hot deals and can track their orders from the Chat area.<\/p>\n\n\n\n<p>You can ask whatever you want at any time, and a customer will get an immediate reply. Therefore it results in an excellent Customer service Experience and hence profits the business.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" width=\"1120\" height=\"880\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-91.png\" alt=\"cs cart chatbot\" class=\"wp-image-417504\" style=\"width:818px;height:auto\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-91.png 1120w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-91-300x236.png 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-91-250x196.png 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-91-768x603.png 768w\" sizes=\"(max-width: 1120px) 100vw, 1120px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Features:<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Admin can manage the services like \u201cHot Deals\u201d, \u201dProduct Search\u201d &amp; \u201cTrack Order\u201d from the backend.<\/li>\n\n\n\n<li>Admin can select the User icon and Chatbot icon.<\/li>\n\n\n\n<li>Option to customize the chatbot header background color and icon color.<\/li>\n\n\n\n<li>Option to customize the fallback message to be displayed to customers.<\/li>\n\n\n\n<li>Customers can search for products and hot deals.<\/li>\n\n\n\n<li>The customer can track his order from the Chat area.<\/li>\n\n\n\n<li>Option to ask query to the admin via Chat box.<\/li>\n\n\n\n<li>The functionality to clear the chat is provided to the user.<\/li>\n\n\n\n<li>Supports English and Russian language.<\/li>\n<\/ul>\n\n\n\n<p>You can learn more about CS-Cart ChatBot by clicking the link: <a href=\"https:\/\/webkul.com\/blog\/cscart-chat-bot\/\">https:\/\/webkul.com\/blog\/cscart-chat-bot\/<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Magento 2 Facebook Chatbot Extension:<\/strong><\/h2>\n\n\n\n<p>Automating communication via Facebook Messenger, this extension showcases store products, provides multiple language translations, and simplifies customer inquiries, enhancing user interaction. <\/p>\n\n\n\n<p>With the help of <a href=\"https:\/\/store.webkul.com\/magento2-chat-bot.html\" target=\"_blank\" rel=\"noreferrer noopener\">Magento 2 Facebook Chatbot<\/a> extension, you can set up Facebook Chat Bots on your Facebook Page.<\/p>\n\n\n\n<p>The customers will get instant replies to their questions. Add reply message templates for salutation, not found, greeting, and product search.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Features:<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Enable or Disable Magento 2 Facebook Chatbot status.<\/li>\n\n\n\n<li>Add content to various messages \u2013 greeting, not found, product search.<\/li>\n\n\n\n<li>Add various product search keywords.<\/li>\n\n\n\n<li>Show products from the store in the messenger.<\/li>\n\n\n\n<li>The user can click the link to view the site, products, and category.<\/li>\n\n\n\n<li>The user can see product options( size, color) and all the images of the product.<\/li>\n\n\n\n<li>Option to choose a price range in which the user wants to see products.<\/li>\n\n\n\n<li>Supports Multiple language translations.<\/li>\n\n\n\n<li>The source code is open for customization.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1037\" height=\"568\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-93.png\" alt=\"magento 2 facebook chatbot\" class=\"wp-image-417509\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-93.png 1037w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-93-300x164.png 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-93-250x137.png 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-93-768x421.png 768w\" sizes=\"(max-width: 1037px) 100vw, 1037px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1200\" height=\"561\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-94-1200x561.png\" alt=\"magento facebook chatbot\" class=\"wp-image-417510\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-94-1200x561.png 1200w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-94-300x140.png 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-94-250x117.png 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-94-768x359.png 768w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-94.png 1276w\" sizes=\"(max-width: 1200px) 100vw, 1200px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Magento 2 WhatsApp Chat Bot &amp; Order Notifications:<\/strong><\/h2>\n\n\n\n<p>Facilitating direct purchases through WhatsApp and offering real-time order notifications, this tool fosters user engagement and trust, leveraging the platform&#8217;s widespread usage.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Features:<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>The admin can enable or disable the buy on the WhatsApp button.<\/li>\n\n\n\n<li>The admin can label the WhatsApp icon with the required custom text.<\/li>\n\n\n\n<li>Moreover, the admin can choose to hide the add-to-cart button from the front end.<\/li>\n\n\n\n<li>The Admin can enable or disable notifications to the customers for various order events.<\/li>\n\n\n\n<li>The Admin can notify the customers by delivering a custom personalized text message for the orders<\/li>\n\n\n\n<li>This module works for all types of products and guest users can purchase them as well.<\/li>\n\n\n\n<li>The customer can purchase their order directly from their WhatsApp account after initiating the process from the storefront.<\/li>\n\n\n\n<li>Further, the buyer is notified of the orders that are placed followed by order events like invoice generation, shipment, and cancellation.<\/li>\n\n\n\n<li>The guest users can enter their details like his\/her email addresses using WhatsApp.<\/li>\n\n\n\n<li>The customer can opt to pay using an offline mode of payment only.<\/li>\n\n\n\n<li>Customers can also select the mode of shipping and payment options from the given alternatives.<\/li>\n\n\n\n<li>Customers can download the invoice of the order from WhatsApp.<\/li>\n\n\n\n<li>This module works with Twilio and Meta Account.<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1120\" height=\"880\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-97.png\" alt=\"magento 2 whatsapp chatbot\" class=\"wp-image-417516\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-97.png 1120w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-97-300x236.png 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-97-250x196.png 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-97-768x603.png 768w\" sizes=\"(max-width: 1120px) 100vw, 1120px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1120\" height=\"880\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-95.png\" alt=\"whatsapp chatbot for magento 2\" class=\"wp-image-417512\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-95.png 1120w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-95-300x236.png 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-95-250x196.png 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-95-768x603.png 768w\" sizes=\"(max-width: 1120px) 100vw, 1120px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1120\" height=\"880\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-96.png\" alt=\"magento 2 whatsapp chatbot\" class=\"wp-image-417514\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-96.png 1120w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-96-300x236.png 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-96-250x196.png 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-96-768x603.png 768w\" sizes=\"(max-width: 1120px) 100vw, 1120px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<p>You can learn more about <a href=\"https:\/\/webkul.com\/blog\/magento2-take-orders-on-whatsapp-and-notification\/\" target=\"_blank\" rel=\"noreferrer noopener\">Magento 2 WhatsApp Shopping Bot<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Multivendor Marketplace Integration with Chat GPT:<\/strong> <\/h2>\n\n\n\n<p>This integration with Chat GPT empowers administrators and sellers by generating unique, SEO-friendly product descriptions, significantly enhancing product visibility and engagement.<\/p>\n\n\n\n<p>The ChatGPT helps to improve customer service, as they can quickly get the answers they need without having to navigate through multiple pages or wait for a customer service representative. <\/p>\n\n\n\n<p><strong>The featured<\/strong> app of Chat GPT is available for many Multivendor Marketplace apps, like Shopify, CS-Cart, Magento 2,<strong> etc.<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">You can learn more about the <a href=\"https:\/\/webkul.com\/blog\/multivendor-marketplace-for-shopify-chat-gpt\/\" target=\"_blank\" rel=\"noreferrer noopener\">Multivendor Marketplace Chat GPT<\/a> feature app for Shopify. <\/h3>\n\n\n\n<h3 class=\"wp-block-heading\">You can learn more about <a href=\"https:\/\/store.webkul.com\/cscart-chatgpt.html\" target=\"_blank\" rel=\"noreferrer noopener\">Chat GPT extension for CS-Cart<\/a>.<\/h3>\n\n\n\n<h3 class=\"wp-block-heading\">You can learn more about <a href=\"https:\/\/store.webkul.com\/magento2-chatgpt-ai-extension.html\" target=\"_blank\" rel=\"noreferrer noopener\">Chat GPT extension for Magento<\/a><\/h3>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>Features:<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>It helps the admin in typing error correction everywhere in the backend.<\/li>\n\n\n\n<li>It also gives a separate ChatGPT panel for the admin to ask any question instantly.<\/li>\n\n\n\n<li>Multivendor Marketplace ChatGPT AI gives features variations e.g. all types of color variations.<\/li>\n\n\n\n<li>The module helps to create an email template based on the subject.<\/li>\n\n\n\n<li>The admin can create a short and full description for any product based on product information like name.<\/li>\n<\/ul>\n\n\n\n<div class=\"wk-index-wrap\"><div class=\"block-wrap\">\n<h2 class=\"wp-block-heading index-title\"><strong>Conclusion:<\/strong> <\/h2>\n<\/div><\/div>\n\n\n\n<p>Redefining eCommerce Through AI-Powered Personalization<\/p>\n\n\n\n<p>The integration of <strong>AI in eCommerce, combined with Webkul&#8217;s innovative AI-powered tools<\/strong>, propels businesses into an era of unparalleled customer-centric strategies and operational efficiency.<\/p>\n\n\n\n<p>With personalized experiences, streamlined operations, and innovative engagement methods, eCommerce ventures can flourish in today&#8217;s dynamic and competitive market.<\/p>\n\n\n\n<p><strong><em>If you need any kind of support, just raise a ticket at&nbsp;<a href=\"https:\/\/webkul.uvdesk.com\/en\/\">https:\/\/webkul.uvdesk.com\/en\/.&nbsp;<\/a>You can also contact&nbsp;<a href=\"mailto:support@webkul.com\">support@webkul.com<\/a>&nbsp;to get proper assistance.<\/em><\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><br><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><br><\/h3>\n","protected":false},"excerpt":{"rendered":"<p>Artificial intelligence (AI) has become key to e-commerce today, revolutionizing the way businesses interact with customers and increasing efficiency. Its integration creates a new era of self-awareness, efficiency, and innovation in digital marketing. This blog explores the diversity of AI applications in e-commerce, provides real-life examples, and presents the many advantages it has in business. <a href=\"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/\">[&#8230;]<\/a><\/p>\n","protected":false},"author":578,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[13608,7494,7836,13623,13769,13723,8758,8509,1513,7075],"class_list":["post-417432","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-ai","tag-ai-based-smart-chatbot","tag-ai-chatbot","tag-ai-engine-chatgpt","tag-ai-powered-crm-solution","tag-ai-powered-customer-service","tag-best-apps-for-shopify","tag-best-customer-service","tag-cs-cart-2","tag-google-voice-search"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI-Powered Personalization in E-commerce<\/title>\n<meta name=\"description\" content=\"The integration of AI in eCommerce, combined with Webkul&#039;s AI-powered tools, makes businesses stay ahead in the competitive e-commerce race.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI-Powered Personalization in E-commerce\" \/>\n<meta property=\"og:description\" content=\"The integration of AI in eCommerce, combined with Webkul&#039;s AI-powered tools, makes businesses stay ahead in the competitive e-commerce race.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/\" \/>\n<meta property=\"og:site_name\" content=\"Webkul Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/webkul\/\" \/>\n<meta property=\"article:published_time\" content=\"2024-01-11T06:56:41+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-10-24T08:17:35+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-91.png\" \/>\n<meta name=\"author\" content=\"Tanay Mishra\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@webkul\" \/>\n<meta name=\"twitter:site\" content=\"@webkul\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Tanay Mishra\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"11 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/\"},\"author\":{\"name\":\"Tanay Mishra\",\"@id\":\"https:\/\/webkul.com\/blog\/#\/schema\/person\/ab314384ec01dd7b29b999fb5a9d7657\"},\"headline\":\"AI-Powered Personalization in E-commerce\",\"datePublished\":\"2024-01-11T06:56:41+00:00\",\"dateModified\":\"2024-10-24T08:17:35+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/\"},\"wordCount\":2078,\"commentCount\":2,\"publisher\":{\"@id\":\"https:\/\/webkul.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-91.png\",\"keywords\":[\"AI\",\"AI Based Smart Chatbot\",\"AI ChatBot\",\"ai engine (chatgpt)\",\"AI-powered CRM solution\",\"AI-powered customer service\",\"best apps for shopify\",\"best customer service\",\"cs cart\",\"Google Voice Search\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/\",\"url\":\"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/\",\"name\":\"AI-Powered Personalization in E-commerce\",\"isPartOf\":{\"@id\":\"https:\/\/webkul.com\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-91.png\",\"datePublished\":\"2024-01-11T06:56:41+00:00\",\"dateModified\":\"2024-10-24T08:17:35+00:00\",\"description\":\"The integration of AI in eCommerce, combined with Webkul's AI-powered tools, makes businesses stay ahead in the competitive e-commerce race.\",\"breadcrumb\":{\"@id\":\"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/#primaryimage\",\"url\":\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-91.png\",\"contentUrl\":\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-91.png\",\"width\":1120,\"height\":880,\"caption\":\"image-91\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/webkul.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI-Powered Personalization in E-commerce\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/webkul.com\/blog\/#website\",\"url\":\"https:\/\/webkul.com\/blog\/\",\"name\":\"Webkul Blog\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/webkul.com\/blog\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/webkul.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/webkul.com\/blog\/#organization\",\"name\":\"WebKul Software Private Limited\",\"url\":\"https:\/\/webkul.com\/blog\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/webkul.com\/blog\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/08\/webkul-logo-accent-sq.png\",\"contentUrl\":\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/08\/webkul-logo-accent-sq.png\",\"width\":380,\"height\":380,\"caption\":\"WebKul Software Private Limited\"},\"image\":{\"@id\":\"https:\/\/webkul.com\/blog\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/webkul\/\",\"https:\/\/x.com\/webkul\",\"https:\/\/www.instagram.com\/webkul\/\",\"https:\/\/www.linkedin.com\/company\/webkul\",\"https:\/\/www.youtube.com\/user\/webkul\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/webkul.com\/blog\/#\/schema\/person\/ab314384ec01dd7b29b999fb5a9d7657\",\"name\":\"Tanay Mishra\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/webkul.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/1c52b01aa63cc658233d05380e390b989a3f29bced261cd1f3a76e7d92b5ec0b?s=96&d=https%3A%2F%2Fcdnblog.webkul.com%2Fblog%2Fwp-content%2Fuploads%2F2019%2F10%2Fmike.png&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/1c52b01aa63cc658233d05380e390b989a3f29bced261cd1f3a76e7d92b5ec0b?s=96&d=https%3A%2F%2Fcdnblog.webkul.com%2Fblog%2Fwp-content%2Fuploads%2F2019%2F10%2Fmike.png&r=g\",\"caption\":\"Tanay Mishra\"},\"url\":\"https:\/\/webkul.com\/blog\/author\/tanaymishra-int592\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AI-Powered Personalization in E-commerce","description":"The integration of AI in eCommerce, combined with Webkul's AI-powered tools, makes businesses stay ahead in the competitive e-commerce race.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/","og_locale":"en_US","og_type":"article","og_title":"AI-Powered Personalization in E-commerce","og_description":"The integration of AI in eCommerce, combined with Webkul's AI-powered tools, makes businesses stay ahead in the competitive e-commerce race.","og_url":"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/","og_site_name":"Webkul Blog","article_publisher":"https:\/\/www.facebook.com\/webkul\/","article_published_time":"2024-01-11T06:56:41+00:00","article_modified_time":"2024-10-24T08:17:35+00:00","og_image":[{"url":"https:\/\/webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-91.png","type":"","width":"","height":""}],"author":"Tanay Mishra","twitter_card":"summary_large_image","twitter_creator":"@webkul","twitter_site":"@webkul","twitter_misc":{"Written by":"Tanay Mishra","Est. reading time":"11 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/#article","isPartOf":{"@id":"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/"},"author":{"name":"Tanay Mishra","@id":"https:\/\/webkul.com\/blog\/#\/schema\/person\/ab314384ec01dd7b29b999fb5a9d7657"},"headline":"AI-Powered Personalization in E-commerce","datePublished":"2024-01-11T06:56:41+00:00","dateModified":"2024-10-24T08:17:35+00:00","mainEntityOfPage":{"@id":"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/"},"wordCount":2078,"commentCount":2,"publisher":{"@id":"https:\/\/webkul.com\/blog\/#organization"},"image":{"@id":"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/#primaryimage"},"thumbnailUrl":"https:\/\/webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-91.png","keywords":["AI","AI Based Smart Chatbot","AI ChatBot","ai engine (chatgpt)","AI-powered CRM solution","AI-powered customer service","best apps for shopify","best customer service","cs cart","Google Voice Search"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/","url":"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/","name":"AI-Powered Personalization in E-commerce","isPartOf":{"@id":"https:\/\/webkul.com\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/#primaryimage"},"image":{"@id":"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/#primaryimage"},"thumbnailUrl":"https:\/\/webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-91.png","datePublished":"2024-01-11T06:56:41+00:00","dateModified":"2024-10-24T08:17:35+00:00","description":"The integration of AI in eCommerce, combined with Webkul's AI-powered tools, makes businesses stay ahead in the competitive e-commerce race.","breadcrumb":{"@id":"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/#primaryimage","url":"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-91.png","contentUrl":"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2024\/01\/image-91.png","width":1120,"height":880,"caption":"image-91"},{"@type":"BreadcrumbList","@id":"https:\/\/webkul.com\/blog\/ai-powered-personalization-in-e-commerce\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/webkul.com\/blog\/"},{"@type":"ListItem","position":2,"name":"AI-Powered Personalization in E-commerce"}]},{"@type":"WebSite","@id":"https:\/\/webkul.com\/blog\/#website","url":"https:\/\/webkul.com\/blog\/","name":"Webkul Blog","description":"","publisher":{"@id":"https:\/\/webkul.com\/blog\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/webkul.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/webkul.com\/blog\/#organization","name":"WebKul Software Private Limited","url":"https:\/\/webkul.com\/blog\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/webkul.com\/blog\/#\/schema\/logo\/image\/","url":"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/08\/webkul-logo-accent-sq.png","contentUrl":"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2021\/08\/webkul-logo-accent-sq.png","width":380,"height":380,"caption":"WebKul Software Private Limited"},"image":{"@id":"https:\/\/webkul.com\/blog\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/webkul\/","https:\/\/x.com\/webkul","https:\/\/www.instagram.com\/webkul\/","https:\/\/www.linkedin.com\/company\/webkul","https:\/\/www.youtube.com\/user\/webkul\/"]},{"@type":"Person","@id":"https:\/\/webkul.com\/blog\/#\/schema\/person\/ab314384ec01dd7b29b999fb5a9d7657","name":"Tanay Mishra","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/webkul.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/1c52b01aa63cc658233d05380e390b989a3f29bced261cd1f3a76e7d92b5ec0b?s=96&d=https%3A%2F%2Fcdnblog.webkul.com%2Fblog%2Fwp-content%2Fuploads%2F2019%2F10%2Fmike.png&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/1c52b01aa63cc658233d05380e390b989a3f29bced261cd1f3a76e7d92b5ec0b?s=96&d=https%3A%2F%2Fcdnblog.webkul.com%2Fblog%2Fwp-content%2Fuploads%2F2019%2F10%2Fmike.png&r=g","caption":"Tanay Mishra"},"url":"https:\/\/webkul.com\/blog\/author\/tanaymishra-int592\/"}]}},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/webkul.com\/blog\/wp-json\/wp\/v2\/posts\/417432","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/webkul.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/webkul.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/webkul.com\/blog\/wp-json\/wp\/v2\/users\/578"}],"replies":[{"embeddable":true,"href":"https:\/\/webkul.com\/blog\/wp-json\/wp\/v2\/comments?post=417432"}],"version-history":[{"count":6,"href":"https:\/\/webkul.com\/blog\/wp-json\/wp\/v2\/posts\/417432\/revisions"}],"predecessor-version":[{"id":471228,"href":"https:\/\/webkul.com\/blog\/wp-json\/wp\/v2\/posts\/417432\/revisions\/471228"}],"wp:attachment":[{"href":"https:\/\/webkul.com\/blog\/wp-json\/wp\/v2\/media?parent=417432"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/webkul.com\/blog\/wp-json\/wp\/v2\/categories?post=417432"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/webkul.com\/blog\/wp-json\/wp\/v2\/tags?post=417432"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}