{"id":26448,"date":"2023-08-15T00:03:07","date_gmt":"2023-08-14T21:03:07","guid":{"rendered":"https:\/\/outscraper.com\/?p=26448"},"modified":"2026-02-17T11:10:17","modified_gmt":"2026-02-17T09:10:17","slug":"ai-and-web-scraping-future-2","status":"publish","type":"post","link":"https:\/\/outscraper.com\/ru\/ai-and-web-scraping-future\/","title":{"rendered":"\u0418\u0418 \u0438 \u0431\u0443\u0434\u0443\u0449\u0435\u0435 \u0432\u0435\u0431-\u0441\u043a\u0440\u0430\u043f\u0438\u043d\u0433\u0430"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"26448\" class=\"elementor elementor-26448\" 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-788a0ed9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"788a0ed9\" 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-7b888623\" data-id=\"7b888623\" 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-4fc1ed5a elementor-widget elementor-widget-text-editor\" data-id=\"4fc1ed5a\" 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\n<h2 class=\"wp-block-heading\">The Dawn of the Internet is The Dawn of Web Scraping<\/h2>\n<p><img decoding=\"async\" src=\"https:\/\/outscraper.com\/wp-content\/uploads\/2023\/08\/mountain_stop.png\" alt=\"\" class=\"wp-image-26449  alignleft\" width=\"252\" height=\"168\" srcset=\"https:\/\/outscraper.com\/wp-content\/uploads\/2023\/08\/mountain_stop.png 612w, https:\/\/outscraper.com\/wp-content\/uploads\/2023\/08\/mountain_stop-300x200.png 300w, https:\/\/outscraper.com\/wp-content\/uploads\/2023\/08\/mountain_stop-18x12.png 18w, https:\/\/outscraper.com\/wp-content\/uploads\/2023\/08\/mountain_stop-360x240.png 360w\" sizes=\"(max-width: 252px) 100vw, 252px\" \/><\/p>\n<p>As the digital age unfurled with the advent of the internet, so too did the inception of <a href=\"\/ru\/wiki\/web-scraping\/\" target=\"_blank\" rel=\"noopener\">web scraping<\/a>. The early days of the internet were characterized by a vast expanse of information, waiting to be explored and harnessed. Tech companies sought ways to gather, categorize, and utilize the burgeoning amount of data available online. This is the time when the most famous search engine companies successfully outperformed everybody in scraping and categorizing information.<\/p>\n\n<h2 class=\"wp-block-heading\"><\/h2>\n<h2 class=\"wp-block-heading\">Data Protectors vs. Data Extractors<\/h2>\n<h2 class=\"wp-block-heading\"><img decoding=\"async\" src=\"https:\/\/outscraper.com\/wp-content\/uploads\/2023\/08\/tug-of-war-3-1024x724.png\" alt=\"\" class=\"wp-image-26455  alignright\" data-wp-editing=\"1\" width=\"316\" height=\"224\" srcset=\"https:\/\/outscraper.com\/wp-content\/uploads\/2023\/08\/tug-of-war-3-1024x724.png 1024w, https:\/\/outscraper.com\/wp-content\/uploads\/2023\/08\/tug-of-war-3-300x212.png 300w, https:\/\/outscraper.com\/wp-content\/uploads\/2023\/08\/tug-of-war-3-768x543.png 768w, https:\/\/outscraper.com\/wp-content\/uploads\/2023\/08\/tug-of-war-3-18x12.png 18w, https:\/\/outscraper.com\/wp-content\/uploads\/2023\/08\/tug-of-war-3.png 1140w\" sizes=\"(max-width: 316px) 100vw, 316px\" \/><\/h2>\n<p>In the vast digital landscape, a silent battle wages between data protectors and data extractors.\u00a0On one side, data protectors, often comprising engineers, and legal professionals, champion the cause of safeguarding personal and proprietary information. On the opposite end, data extractors, which include web scrapers, data miners, and some market researchers, are constantly innovating to access and harness the data from the web. Their goal is often to gather insights, fuel business strategies, or simply aggregate information for <a href=\"\/ru\/%d1%81%d1%86%d0%b5%d0%bd%d0%b0%d1%80%d0%b8%d0%b8-%d0%b8%d1%81%d0%bf%d0%be%d0%bb%d1%8c%d0%b7%d0%be%d0%b2%d0%b0%d0%bd%d0%b8%d1%8f\/\" target=\"_blank\" rel=\"noopener\">various purposes<\/a>.<\/p>\n<p>This tug-of-war between the two factions underscores a larger debate about the balance between open access to information and the preservation of privacy and intellectual property in the digital age.<\/p>\n\n<h2 class=\"wp-block-heading\"><\/h2>\n<h2 class=\"wp-block-heading\">AI Breakthrough<\/h2>\n\n<p><img decoding=\"async\" src=\"https:\/\/outscraper.com\/wp-content\/uploads\/2023\/08\/AI-300x271.png\" alt=\"\" width=\"300\" height=\"271\" class=\"size-medium wp-image-26460 alignleft\" srcset=\"https:\/\/outscraper.com\/wp-content\/uploads\/2023\/08\/AI-300x271.png 300w, https:\/\/outscraper.com\/wp-content\/uploads\/2023\/08\/AI-13x12.png 13w, https:\/\/outscraper.com\/wp-content\/uploads\/2023\/08\/AI.png 606w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>As <a href=\"https:\/\/en.wikipedia.org\/wiki\/Artificial_intelligence\" target=\"_blank\" rel=\"nofollow noopener\">AI<\/a> algorithms have become more sophisticated, so too have the capabilities of web scrapers. There is no more need to use <a href=\"https:\/\/www.w3schools.com\/cssref\/css_selectors.php\" target=\"_blank\" rel=\"nofollow noopener\">CSS Selectors<\/a> \u0438\u043b\u0438 <a href=\"https:\/\/www.w3schools.com\/xml\/xpath_syntax.asp\" target=\"_blank\" rel=\"nofollow noopener\">XPathes<\/a> to indicate where to parse the data from. AI can understand the structure of any HTML page and parse the necessary data in the structure you request (name, price, description, etc.). A good example of this will be Outscraper&#8217;s <a href=\"https:\/\/outscraper.com\/ru\/google-maps-scraper-7\/\" target=\"_blank\" rel=\"nofollow noopener\">\u0423\u043d\u0438\u0432\u0435\u0440\u0441\u0430\u043b\u044c\u043d\u044b\u0439 \u0432\u0435\u0431-\u0441\u043a\u0440\u0435\u043f\u0435\u0440 \u0441 \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u043c \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u043e\u043c<\/a> which is used to scrape the data from any webpage without the need to code or select the source of fields.<\/p>\n<p>Therefore, just <span>as AI was employed to shield content from scraping bots, it was also harnessed by scraping companies to aid in data extraction.<\/span><\/p>\n\n<h2 class=\"wp-block-heading\">Future of Web Scraping<\/h2>\n<p><span><img decoding=\"async\" src=\"https:\/\/outscraper.com\/wp-content\/uploads\/2023\/08\/web_scraping_future-300x240.png\" alt=\"\" width=\"300\" height=\"240\" class=\"size-medium wp-image-26489 alignright\" srcset=\"https:\/\/outscraper.com\/wp-content\/uploads\/2023\/08\/web_scraping_future-300x240.png 300w, https:\/\/outscraper.com\/wp-content\/uploads\/2023\/08\/web_scraping_future-15x12.png 15w, https:\/\/outscraper.com\/wp-content\/uploads\/2023\/08\/web_scraping_future.png 742w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>As we gaze into the horizon of the digital age, the future of web scraping promises to be both dynamic and multifaceted. With the rapid advancements in artificial intelligence and machine learning, scraping tools are poised to become more intelligent, capable of understanding context, adapting to website changes in real time, and even predicting data trends. Concurrently, as concerns about data privacy and security intensify, we can anticipate more robust protective measures being implemented by websites. This will lead to an intricate cat-and-mouse game between data protectors and extractors, pushing the boundaries of both defense and extraction technologies.<\/span><\/p>\n<p><span>Additionally, with the rise of decentralized web and blockchain technologies, new challenges and opportunities for web scraping will emerge. In essence, the future of web scraping will be characterized by a blend of technological innovation, ethical considerations, and evolving legal landscapes.<\/span><\/p>\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<\/div>","protected":false},"excerpt":{"rendered":"<p>The Dawn of the Internet is The Dawn of Web Scraping As the digital age unfurled with the advent of the internet, so too did the inception of web scraping. The early days of the internet were characterized by a vast expanse of information, waiting to be explored and harnessed. [&hellip;]<\/p>\n","protected":false},"author":6,"featured_media":26465,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[309,833,830,831,255,164,832],"class_list":["post-26448","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-scraping","tag-ai","tag-ai-lead-generation","tag-artificial-intelligence","tag-data-structure","tag-web-scrapers","tag-web-scraping","tag-web-scraping-future"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/outscraper.com\/ru\/wp-json\/wp\/v2\/posts\/26448","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\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/outscraper.com\/ru\/wp-json\/wp\/v2\/comments?post=26448"}],"version-history":[{"count":2,"href":"https:\/\/outscraper.com\/ru\/wp-json\/wp\/v2\/posts\/26448\/revisions"}],"predecessor-version":[{"id":38933,"href":"https:\/\/outscraper.com\/ru\/wp-json\/wp\/v2\/posts\/26448\/revisions\/38933"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/outscraper.com\/ru\/wp-json\/wp\/v2\/media\/26465"}],"wp:attachment":[{"href":"https:\/\/outscraper.com\/ru\/wp-json\/wp\/v2\/media?parent=26448"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/outscraper.com\/ru\/wp-json\/wp\/v2\/categories?post=26448"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/outscraper.com\/ru\/wp-json\/wp\/v2\/tags?post=26448"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}