{"id":34004,"date":"2025-05-09T19:01:26","date_gmt":"2025-05-09T16:01:26","guid":{"rendered":"https:\/\/outscraper.com\/?p=34004"},"modified":"2026-03-20T23:02:59","modified_gmt":"2026-03-20T21:02:59","slug":"future-of-web-scraping-ai-automation-compliance","status":"publish","type":"post","link":"https:\/\/outscraper.com\/ru\/future-of-web-scraping-ai-automation-compliance\/","title":{"rendered":"How to Win: The Future of Web Scraping and AI"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"34004\" class=\"elementor elementor-34004\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-75a1d40 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"75a1d40\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1799f5c\" data-id=\"1799f5c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3279e5e elementor-widget elementor-widget-heading\" data-id=\"3279e5e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Smarter, Faster, Safer: The Future of Web Scraping with AI and Automation<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-877b9ac elementor-toc--minimized-on-tablet elementor-widget elementor-widget-table-of-contents\" data-id=\"877b9ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;exclude_headings_by_selector&quot;:[],&quot;headings_by_tags&quot;:[&quot;h2&quot;,&quot;h3&quot;],&quot;no_headings_message&quot;:&quot;No headings were found on this page.&quot;,&quot;marker_view&quot;:&quot;numbers&quot;,&quot;minimize_box&quot;:&quot;yes&quot;,&quot;minimized_on&quot;:&quot;tablet&quot;,&quot;hierarchical_view&quot;:&quot;yes&quot;,&quot;min_height&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;min_height_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"table-of-contents.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__header\">\n\t\t\t\t\t\t<h4 class=\"elementor-toc__header-title\">\n\t\t\t\tTable of Contents\t\t\t<\/h4>\n\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--expand\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__877b9ac\" aria-expanded=\"true\" aria-label=\"Open table of contents\"><i aria-hidden=\"true\" class=\"fas fa-chevron-down\"><\/i><\/div>\n\t\t\t\t<div class=\"elementor-toc__toggle-button elementor-toc__toggle-button--collapse\" role=\"button\" tabindex=\"0\" aria-controls=\"elementor-toc__877b9ac\" aria-expanded=\"true\" aria-label=\"Close table of contents\"><i aria-hidden=\"true\" class=\"fas fa-chevron-up\"><\/i><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<div id=\"elementor-toc__877b9ac\" class=\"elementor-toc__body\">\n\t\t\t<div class=\"elementor-toc__spinner-container\">\n\t\t\t\t<i class=\"elementor-toc__spinner eicon-animation-spin eicon-loading\" aria-hidden=\"true\"><\/i>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-d02cce5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d02cce5\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f8d7442\" data-id=\"f8d7442\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4a2662d elementor-widget elementor-widget-text-editor\" data-id=\"4a2662d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2><strong>Introduction: Shaping the Future of Web Scraping Amid Growing Data Demands<\/strong><\/h2><p><span data-preserver-spaces=\"true\">The future of web scraping is shaped by the fact that, in 2024, over <\/span><a target=\"_blank\" href=\"https:\/\/masterofcode.com\/blog\/chatgpt-statistics\" class=\"editor-rtfLink keychainify-checked\" rel=\"noopener\"><span data-preserver-spaces=\"true\">80% of Fortune 500<\/span><\/a><span data-preserver-spaces=\"true\"> enterprises have integrated Artificial Intelligence (AI) into their workflows. These companies use data to drive strategic decisions and this surge underscores the critical role of web scraping\u2014<\/span><span data-preserver-spaces=\"true\">the process of<\/span><span data-preserver-spaces=\"true\"> extracting data from websites. Outscraper is one of the providers of <strong><a target=\"_blank\" href=\"https:\/\/app.outscraper.cloud\/universal-scraper\" class=\"editor-rtfLink keychainify-checked\" rel=\"noopener\">AI-powered solutions<\/a><\/strong> that address the challenges of modern web scraping.\u00a0\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-eb45b36 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"eb45b36\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5d12a44\" data-id=\"5d12a44\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c1a10ab elementor-widget elementor-widget-image\" data-id=\"c1a10ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"750\" height=\"460\" src=\"https:\/\/outscraper.com\/wp-content\/uploads\/2025\/05\/The-Future-of-Web-Scraping-1024x628.webp\" class=\"attachment-large size-large wp-image-34022\" alt=\"Web Scraping Future\" srcset=\"https:\/\/outscraper.com\/wp-content\/uploads\/2025\/05\/The-Future-of-Web-Scraping-1024x628.webp 1024w, https:\/\/outscraper.com\/wp-content\/uploads\/2025\/05\/The-Future-of-Web-Scraping-300x184.webp 300w, https:\/\/outscraper.com\/wp-content\/uploads\/2025\/05\/The-Future-of-Web-Scraping-768x471.webp 768w, https:\/\/outscraper.com\/wp-content\/uploads\/2025\/05\/The-Future-of-Web-Scraping-18x12.webp 18w, https:\/\/outscraper.com\/wp-content\/uploads\/2025\/05\/The-Future-of-Web-Scraping.webp 1302w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-7f1030a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7f1030a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-308c43f\" data-id=\"308c43f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3223e92 elementor-widget elementor-widget-text-editor\" data-id=\"3223e92\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-preserver-spaces=\"true\">Traditional web scraping also faces some challenges such as dynamic website structures, anti-bot protections, and some legal frameworks making it increasingly complex and resource-intensive. Other common limitations include scalability, maintenance, accuracy, and time consumption. There is a huge difference between traditional and AI-powered web scraping methods, especially <\/span><span data-preserver-spaces=\"true\">in terms of<\/span><span data-preserver-spaces=\"true\"> big data subjects. <\/span><\/p><p><span data-preserver-spaces=\"true\">Big<\/span><span data-preserver-spaces=\"true\"> data is also expected to grow to <\/span><a target=\"_blank\" href=\"https:\/\/www.g2.com\/articles\/big-data-statistics\" class=\"editor-rtfLink keychainify-checked\" rel=\"noopener\"><span data-preserver-spaces=\"true\">$855 billion by 2029<\/span><\/a><span data-preserver-spaces=\"true\">, according to some research<\/span><span data-preserver-spaces=\"true\">. In this article we will explore how AI and automation are transforming web scraping, enabling advanced functionalities while introducing intricate compliance considerations that businesses and researchers must address to utilize web data efficiently.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-79bdd5f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"79bdd5f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5cc7159\" data-id=\"5cc7159\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-217625c elementor-widget elementor-widget-heading\" data-id=\"217625c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Universal AI-Powered Web Scraper<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-895210d elementor-invisible elementor-widget elementor-widget-html\" data-id=\"895210d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;bounceInRight&quot;,&quot;_animation_delay&quot;:500,&quot;_animation_tablet&quot;:&quot;none&quot;,&quot;_animation_mobile&quot;:&quot;none&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p align=\"center\" style=\"font-size:20px\">Export the data you need from any web page into a CSV\/Excel\/JSON file. It only takes <em>6 minutes<\/em> to sign up and start extracting.<p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-daa699e elementor-button-success elementor-align-center gm_data_signup elementor-widget elementor-widget-button\" data-id=\"daa699e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/app.outscraper.com\/signup?redirect=\/universal-scraper\" target=\"_blank\" id=\"topSignUp\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-sign-in-alt\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Join Free Tier<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-089f594 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"089f594\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e5358a3\" data-id=\"e5358a3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-f7a79cc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f7a79cc\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-aa864cc\" data-id=\"aa864cc\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d7d6627 elementor-widget elementor-widget-text-editor\" data-id=\"d7d6627\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2>The Rise of AI in Web Scraping: Intelligent Data Extraction<\/h2><p><span data-preserver-spaces=\"true\">Web scraping\u2014collecting data from websites\u2014can be a hassle with ever-changing layouts, hidden content, and messy text. <\/span><span data-preserver-spaces=\"true\">Artificial<\/span><span data-preserver-spaces=\"true\"> intelligence is making it easier and smarter with powerful techniques or technologies that enable intelligent data extraction.<\/span><span data-preserver-spaces=\"true\"> <\/span><\/p><p><span data-preserver-spaces=\"true\">These techniques are implemented within scraping tools or frameworks to perform tasks like understanding text, analyzing images, adapting to changes, or handling dynamic content.\u00a0\u00a0<\/span><\/p><p><strong><span data-preserver-spaces=\"true\">Here\u2019s how four key AI techniques, with real-world examples, are transforming web scraping for businesses and researchers:<\/span><\/strong><\/p><ul><li><strong><span data-preserver-spaces=\"true\">Natural Language Processing<\/span><span data-preserver-spaces=\"true\">:<\/span><\/strong><span data-preserver-spaces=\"true\"> This technique<\/span><span data-preserver-spaces=\"true\"> helps computers understand messy text like humans do.<\/span><span data-preserver-spaces=\"true\"> For example, NLP can analyze Amazon reviews to see if customers rave about a phone&#8217;s camera or complain about its battery, even if the wording varies. <\/span><\/li><li><strong><span data-preserver-spaces=\"true\">Computer Vision:<\/span><\/strong><span data-preserver-spaces=\"true\"> It lets scrapers &#8220;see&#8221; and extract data from images or videos, bypassing complex website tools. For instance, in an online store, Computer Vision can identify a jacket&#8217;s brand logo or color from product photos. It can also read text in images, like discount codes on a banner. <\/span><\/li><li><strong><span data-preserver-spaces=\"true\">Machine Learning:<\/span><\/strong><span data-preserver-spaces=\"true\"> This technique enables scrapers to learn website patterns and adapt to changes automatically. If a retail site reshuffles its layout, ML can find where product prices moved without manual updates. It also spots errors or product glitches, ensuring more accurate data <\/span><span data-preserver-spaces=\"true\">over time<\/span><span data-preserver-spaces=\"true\">. <\/span><\/li><li><strong><span data-preserver-spaces=\"true\">Intelligent Identification and Handling of Dynamic Content:<\/span><\/strong><span data-preserver-spaces=\"true\"> It can explore interactive websites that load data dynamically, like content that appears after clicks. For example, on a travel site, it can select dates to reveal hotel places, capturing data that traditional scrapers miss by acting like a human browser. <\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-268820e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"268820e\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-892daf1\" data-id=\"892daf1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-40f7d52 elementor-button-success elementor-align-center gm_data_signup elementor-widget elementor-widget-button\" data-id=\"40f7d52\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/app.outscraper.com\/signup?redirect=\/universal-scraper\" target=\"_blank\" id=\"topSignUp\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-sign-in-alt\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Experience AI-Web Scraping Solutions<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-307ecc2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"307ecc2\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6558ccf\" data-id=\"6558ccf\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-3c0096d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3c0096d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-db52fec\" data-id=\"db52fec\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-731f7cb elementor-widget elementor-widget-text-editor\" data-id=\"731f7cb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2><strong>The Power of Automation: Scaling and Efficiency<\/strong><\/h2><p><span data-preserver-spaces=\"true\">Web scraping can feel like juggling multiple tasks such as finding the right data, collecting it, and making sense of it all. Automation helps in like a trusty sidekick, making the process faster, smoother, and <\/span><span data-preserver-spaces=\"true\">way<\/span><span data-preserver-spaces=\"true\"> less stressful. <\/span><\/p><p><strong>Here&#8217;s how automation is enhancing web scraping to handle big projects with ease:<\/strong><\/p><ul><li><strong><span data-preserver-spaces=\"true\">Working Automation:<\/span><\/strong><span data-preserver-spaces=\"true\"> Automation tools simplify <\/span><span data-preserver-spaces=\"true\">every step of<\/span><span data-preserver-spaces=\"true\"> scraping from picking target websites to storing and analyzing data. For example, you can set up a system to scrape product prices every night or kick off a scrape when a competitor updates their site. <\/span><\/li><li><strong><span data-preserver-spaces=\"true\">Cloud-Based Scraping Platforms:<\/span><\/strong><span data-preserver-spaces=\"true\"> Scalable cloud platforms handle massive scraping jobs efficiently and affordably by tapping into vast computing power.<\/span><\/li><li><strong><span data-preserver-spaces=\"true\">Integration with Other Tools and Systems:<\/span><\/strong><span data-preserver-spaces=\"true\"> Automated scraping workflows connect seamlessly with analytics platforms, CRMs, and business tools to boost productivity. For instance, scraped contact details can flow directly into a sales CRM to help teams follow up with leads.<\/span><\/li><li><strong><span data-preserver-spaces=\"true\">Reduced Manual Intervention and Error Rates:<\/span><\/strong><span data-preserver-spaces=\"true\"> Automation <\/span><span data-preserver-spaces=\"true\">cuts down on<\/span><span data-preserver-spaces=\"true\"> human mistakes and frees up time for bigger-picture tasks by handling repetitive work reliably.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-e0547f9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e0547f9\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-15ce48a\" data-id=\"15ce48a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9f2a1af elementor-widget elementor-widget-heading\" data-id=\"9f2a1af\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Universal AI-Powered Web Scraper<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea23420 elementor-invisible elementor-widget elementor-widget-html\" data-id=\"ea23420\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;bounceInRight&quot;,&quot;_animation_delay&quot;:500,&quot;_animation_tablet&quot;:&quot;none&quot;,&quot;_animation_mobile&quot;:&quot;none&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p align=\"center\" style=\"font-size:20px\">Export the data you need from any web page into a CSV\/Excel\/JSON file. It only takes <em>6 minutes<\/em> to sign up and start extracting.<p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f445a7b elementor-button-success elementor-align-center gm_data_signup elementor-widget elementor-widget-button\" data-id=\"f445a7b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/app.outscraper.com\/signup?redirect=\/universal-scraper\" target=\"_blank\" id=\"topSignUp\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-sign-in-alt\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Join Free Tier<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-7aa6909 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7aa6909\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e7ca112\" data-id=\"e7ca112\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-ea2a524 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ea2a524\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4bbda2f\" data-id=\"4bbda2f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8df2cea elementor-widget elementor-widget-text-editor\" data-id=\"8df2cea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2><strong>Exploring the Complexities of Compliance in Web Scraping<\/strong><\/h2><p><span data-preserver-spaces=\"true\">Web scraping is like borrowing books from a library\u2014you <\/span><span data-preserver-spaces=\"true\">need to<\/span><span data-preserver-spaces=\"true\"> follow the rules to avoid trouble. With data being so valuable, laws and ethics around scraping can feel like a puzzle. <\/span><\/p><p><strong><span data-preserver-spaces=\"true\">Here\u2019s how to stay on the right path while collecting web data:<\/span><\/strong><\/p><ul><li><strong><span data-preserver-spaces=\"true\">Understanding Website Terms of Service (ToS) and Robots.txt: <\/span><\/strong><span data-preserver-spaces=\"true\">Checking a website\u2019s ToS and robots.txt files is essential to know what scraping is allowed or off-limits. For example, robots.txt might block scraping product pages, while ToS could forbid collecting user comments.<\/span><\/li><li><strong><span data-preserver-spaces=\"true\">Legal Considerations:<\/span><\/strong><span data-preserver-spaces=\"true\"> GDPR, CCPA, and Other Data Privacy Regulations: Data privacy laws like GDPR and CCPA require careful handling of personal data, even if it\u2019s public, and demand practices like anonymization to protect users.<\/span><\/li><li><strong><span data-preserver-spaces=\"true\">Ethical Web Scraping Practices:<\/span><\/strong><span data-preserver-spaces=\"true\"> Beyond laws, ethical scraping means not overwhelming website servers, respecting their resources, and avoiding sensitive data to act as a responsible internet user.<\/span><\/li><li><strong><span data-preserver-spaces=\"true\">Constant Changing of Scraping Laws:<\/span><\/strong><span data-preserver-spaces=\"true\"> Web scraping laws are still taking shape and constantly changing <\/span><span data-preserver-spaces=\"true\">aside from having difference<\/span><span data-preserver-spaces=\"true\"> across regions.<\/span><span data-preserver-spaces=\"true\"> Staying informed and adaptable is key to compliance. <\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-cac7459 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cac7459\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-81a1067\" data-id=\"81a1067\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dd3d340 elementor-button-success elementor-align-center gm_data_signup elementor-widget elementor-widget-button\" data-id=\"dd3d340\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/app.outscraper.com\/signup?redirect=\/universal-scraper\" target=\"_blank\" id=\"topSignUp\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-sign-in-alt\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Use AI-Web Scraper for Free!<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-6c5214f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6c5214f\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4fc5831\" data-id=\"4fc5831\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-15aeff7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"15aeff7\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-df2a816\" data-id=\"df2a816\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-87ae0c3 elementor-widget elementor-widget-text-editor\" data-id=\"87ae0c3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2><strong>The Future Trends and Predictions in Web Scraping<\/strong><\/h2><p><span data-preserver-spaces=\"true\">Just like technology making our phones smarter, web scraping is also <\/span><span data-preserver-spaces=\"true\">on the path of big<\/span><span data-preserver-spaces=\"true\"> changes. Experts are looking ahead, and it seems the way we grab data from the web is about to <\/span><span data-preserver-spaces=\"true\">get a whole lot<\/span><span data-preserver-spaces=\"true\"> more intelligent and efficient.<\/span><span data-preserver-spaces=\"true\"> <\/span><\/p><p><strong><a target=\"_blank\" href=\"https:\/\/app.outscraper.cloud\/universal-scraper?tab=recent\" class=\"editor-rtfLink keychainify-checked\" rel=\"noopener\"><span data-preserver-spaces=\"true\">Outscraper&#8217;s Universal AI-Powered Web Scraper<\/span><\/a><\/strong><span data-preserver-spaces=\"true\"> is one of the tools that embodies the predicted future trends in AI-powered, intelligent, and adaptable scraping. <\/span><\/p><p><span data-preserver-spaces=\"true\">Let&#8217;s take a peek at what the future of web scraping might hold:<\/span><\/p><ul><li><strong><span data-preserver-spaces=\"true\">Smarter Scraping with AI Brains:<\/span><\/strong><span data-preserver-spaces=\"true\"> Future web scraping will leverage advancements in Natural Language Processing, Computer Vision, and Machine Learning for more intelligent and adaptive data extraction. <\/span><\/li><li><strong><span data-preserver-spaces=\"true\">The Rise of Expert Data Bots:<\/span><\/strong><span data-preserver-spaces=\"true\"> Expect specialized AI agents trained for specific website types or data formats, <\/span><span data-preserver-spaces=\"true\">leading<\/span><span data-preserver-spaces=\"true\"> to more precise and efficient data collection.<\/span><span data-preserver-spaces=\"true\"> <\/span><\/li><li><strong><span data-preserver-spaces=\"true\">Greater Emphasis on Real-Time Data and Streaming:<\/span><\/strong><span data-preserver-spaces=\"true\"> There will be a greater emphasis on real-time data scraping and analysis for immediate business insights and responsiveness. <\/span><\/li><li><strong><span data-preserver-spaces=\"true\">Development of More Robust Compliance Frameworks and Tools: <\/span><\/strong><span data-preserver-spaces=\"true\">The future will likely see <\/span><span data-preserver-spaces=\"true\">the development of<\/span><span data-preserver-spaces=\"true\"> <\/span><span data-preserver-spaces=\"true\">clearer<\/span><span data-preserver-spaces=\"true\"> legal guidelines and better tools to ensure ethical and compliant web scraping.<\/span><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-d67a338 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d67a338\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-360be9f\" data-id=\"360be9f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-72db6ce elementor--h-position-center elementor--v-position-middle elementor-arrows-position-inside elementor-pagination-position-inside elementor-widget elementor-widget-slides\" data-id=\"72db6ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;navigation&quot;:&quot;both&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;infinite&quot;:&quot;yes&quot;,&quot;transition&quot;:&quot;slide&quot;,&quot;transition_speed&quot;:500}\" data-widget_type=\"slides.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper\">\n\t\t\t\t\t<div class=\"elementor-slides-wrapper elementor-main-swiper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Slides\" dir=\"ltr\" data-animation=\"fadeInUp\">\n\t\t\t\t<div class=\"swiper-wrapper elementor-slides\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-repeater-item-f1a2685 swiper-slide\" role=\"group\" aria-roledescription=\"slide\"><div class=\"swiper-slide-bg\"><\/div><div class=\"swiper-slide-inner\" ><div class=\"swiper-slide-contents\"><div class=\"elementor-slide-heading\">Pay as You Go<\/div><div class=\"elementor-slide-description\">Pay only for the individual services, for as much as you use them, without monthly subscription fees.<\/div><\/div><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-9ec8351 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9ec8351\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0a9f99f\" data-id=\"0a9f99f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-74777bf elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"74777bf\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9907ce2\" data-id=\"9907ce2\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2110ad2 elementor-widget elementor-widget-text-editor\" data-id=\"2110ad2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h2><strong>Conclusion<\/strong><\/h2><p><span data-preserver-spaces=\"true\">The integration of AI and automation is fundamentally transforming web scraping. These technologies bring intelligent data extraction capabilities. They enable understanding context and adapting to dynamic content. <\/span><span data-preserver-spaces=\"true\">This<\/span><span data-preserver-spaces=\"true\"> uncovers insights from previously challenging web data extraction. <\/span><\/p><p><span data-preserver-spaces=\"true\">Automation enhances efficiency scalability in web scraping. It simplifies workflows and reduces manual intervention<\/span><span data-preserver-spaces=\"true\">. This makes<\/span><span data-preserver-spaces=\"true\"> large-scale data acquisition more practical.<\/span><span data-preserver-spaces=\"true\"> Businesses can now handle extensive data projects with greater ease. <\/span><\/p><p><span data-preserver-spaces=\"true\">However, enhanced capabilities require a strong focus on compliance. Adhering to website terms and data privacy regulations is crucial. Ethical scraping practices are <\/span><span data-preserver-spaces=\"true\">very important<\/span><span data-preserver-spaces=\"true\"> for sustainability. Staying compliant in a changing legal environment requires ongoing adaptation. <\/span><\/p><p><span data-preserver-spaces=\"true\">The future of web scraping points towards more advanced <a href=\"https:\/\/app.outscraper.cloud\/universal-scraper\" target=\"_blank\" rel=\"noopener\"><strong>AI-driven scraping solutions<\/strong><\/a>. Specialized data agents and real-time data analysis will become more prevalent. We anticipate <\/span><span data-preserver-spaces=\"true\">stronger<\/span><span data-preserver-spaces=\"true\"> compliance tools and frameworks. This evolving field offers significant opportunities for innovation.<\/span><\/p><p><span data-preserver-spaces=\"true\">To do web scraping the right way in the future, be ethical, and keep learning. Explore AI-powered web scraping tools like those offered by <\/span><strong><a target=\"_blank\" href=\"https:\/\/outscraper.com\/\" class=\"editor-rtfLink keychainify-checked\" rel=\"noopener\"><span data-preserver-spaces=\"true\">Outscraper<\/span><\/a><\/strong><span data-preserver-spaces=\"true\">. By doing so, you can utilize the power of web data effectively and ethically.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-bb53692 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bb53692\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-086a60c\" data-id=\"086a60c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a6630c8 elementor-widget elementor-widget-template\" data-id=\"a6630c8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"section\" data-elementor-id=\"3783\" class=\"elementor elementor-3783\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-59be9b1c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"59be9b1c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-72051256\" data-id=\"72051256\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-593c6716 elementor-button-success elementor-align-center gm_data_signup elementor-widget elementor-widget-button\" data-id=\"593c6716\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/app.outscraper.com\/signup\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-play\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Try For Free<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-337484c5 elementor-invisible elementor-widget elementor-widget-html\" data-id=\"337484c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;bounceInRight&quot;,&quot;_animation_delay&quot;:200,&quot;_animation_tablet&quot;:&quot;none&quot;,&quot;_animation_mobile&quot;:&quot;none&quot;}\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p align=\"center\" style=\"font-size:20px\">Try Outscraper for free with a monthly renewable Free Tier.<p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-f155d37 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f155d37\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-988894f\" data-id=\"988894f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-87bb640 elementor-widget elementor-widget-template\" data-id=\"87bb640\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"section\" data-elementor-id=\"33096\" class=\"elementor elementor-33096\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-1a9e03a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1a9e03a\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-629f1a7\" data-id=\"629f1a7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f8756e6 elementor-widget elementor-widget-template\" data-id=\"f8756e6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"template.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-template\">\n\t\t\t\t\t<div data-elementor-type=\"section\" data-elementor-id=\"13580\" class=\"elementor elementor-13580\" data-elementor-post-type=\"elementor_library\">\n\t\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-6b414f7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"6b414f7\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-28114d07\" data-id=\"28114d07\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-209f7ca8 elementor-widget elementor-widget-html\" data-id=\"209f7ca8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 align=\"center\">FAQ<\/h2>\n<p align=\"center\" style=\"font-size:20px\">Most frequent questions and answers<p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-section elementor-top-section elementor-element elementor-element-c3742c6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c3742c6\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e234c5b\" data-id=\"e234c5b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4443f9c elementor-widget elementor-widget-toggle\" data-id=\"4443f9c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"toggle.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle\">\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-7151\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-7151\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">What is web scraping?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-7151\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-7151\"><p>Scraping, harvesting, or extraction is a process of getting all the information from websites. It automates the manual exporting of the data.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-7152\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-7152\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Is web scraping legal?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-7152\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-7152\"><p>Scraping and extracting of public data is protected by the First Amendment of the United States Constitution.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-7153\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-7153\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">What is the purpose of extracting data?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-7153\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-7153\"><p>Data from websites can be used in many fields. The most common case is prospecting new \u200bcustomers for your business or using the data for AI and Machine learning.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-7154\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-7154\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">Is the data is PII-free?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-7154\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-7154\"><p><span>We\u2019re extracting only publicly available data, and the scraper works as a browser for data scientist, developers, and marketers. <\/span><span><br \/><\/span><\/p><p>The mechanism to guarantee PII-free data is to select what columns you want to return.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-toggle-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-7155\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-7155\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon elementor-toggle-icon-right\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-closed\"><i class=\"fas fa-caret-right\"><\/i><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-toggle-icon-opened\"><i class=\"elementor-toggle-icon-opened fas fa-caret-up\"><\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-toggle-title\" tabindex=\"0\">What is the AI model you are using?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-7155\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-7155\"><p>Currently, Universal AI-Powered Web Scraper is using GPT-3.5-turbo.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<script type=\"application\/ld+json\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"What is web scraping?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>Scraping, harvesting, or extraction is a process of getting all the information from websites. It automates the manual exporting of the data.<\\\/p>\"}},{\"@type\":\"Question\",\"name\":\"Is web scraping legal?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>Scraping and extracting of public data is protected by the First Amendment of the United States Constitution.<\\\/p>\"}},{\"@type\":\"Question\",\"name\":\"What is the purpose of extracting data?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>Data from websites can be used in many fields. The most common case is prospecting new \\u200bcustomers for your business or using the data for AI and Machine learning.<\\\/p>\"}},{\"@type\":\"Question\",\"name\":\"Is the data is PII-free?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p><span>We\\u2019re extracting only publicly available data, and the scraper works as a browser for data scientist, developers, and marketers. <\\\/span><span><br \\\/><\\\/span><\\\/p><p>The mechanism to guarantee PII-free data is to select what columns you want to return.<\\\/p>\"}},{\"@type\":\"Question\",\"name\":\"What is the AI model you are using?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>Currently, Universal AI-Powered Web Scraper is using GPT-3.5-turbo.<\\\/p>\"}}]}<\/script>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u0422\u0440\u0430\u0434\u0438\u0446\u0438\u043e\u043d\u043d\u044b\u0439 \u0432\u0435\u0431-\u0441\u043a\u0440\u0435\u043f\u0438\u043d\u0433 \u0441\u0442\u0430\u043b\u043a\u0438\u0432\u0430\u0435\u0442\u0441\u044f \u0441\u043e \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u043c\u0438 \u0442\u0440\u0443\u0434\u043d\u043e\u0441\u0442\u044f\u043c\u0438. \u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442\u0441\u044f \u043e \u0442\u043e\u043c, \u043a\u0430\u043a \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442 \u0438 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u044e\u0442 \u043c\u043e\u0449\u043d\u044b\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0434\u043b\u044f \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u0438 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445, \u0430 \u0442\u0430\u043a\u0436\u0435 \u043e \u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u044f\u0445 \u043a \u0441\u043e\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u044e \u043d\u043e\u0440\u043c\u0430\u0442\u0438\u0432\u043d\u044b\u0445 \u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u0439, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u043f\u043e\u043d\u0438\u043c\u0430\u0442\u044c.<\/p>","protected":false},"author":19,"featured_media":34022,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[309,359,312,358,272,357,164],"class_list":["post-34004","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-scraping","tag-ai","tag-ai-scraping-tools","tag-ai-powered-web-scraping","tag-data-automation-tools","tag-data-scraping","tag-future-of-web-scraping","tag-web-scraping"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/outscraper.com\/ru\/wp-json\/wp\/v2\/posts\/34004","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/outscraper.com\/ru\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/outscraper.com\/ru\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/outscraper.com\/ru\/wp-json\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/outscraper.com\/ru\/wp-json\/wp\/v2\/comments?post=34004"}],"version-history":[{"count":4,"href":"https:\/\/outscraper.com\/ru\/wp-json\/wp\/v2\/posts\/34004\/revisions"}],"predecessor-version":[{"id":40116,"href":"https:\/\/outscraper.com\/ru\/wp-json\/wp\/v2\/posts\/34004\/revisions\/40116"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/outscraper.com\/ru\/wp-json\/wp\/v2\/media\/34022"}],"wp:attachment":[{"href":"https:\/\/outscraper.com\/ru\/wp-json\/wp\/v2\/media?parent=34004"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/outscraper.com\/ru\/wp-json\/wp\/v2\/categories?post=34004"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/outscraper.com\/ru\/wp-json\/wp\/v2\/tags?post=34004"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}