{"id":3247,"date":"2025-11-04T09:20:27","date_gmt":"2025-11-04T09:20:27","guid":{"rendered":"https:\/\/itlawco.com\/?p=3247"},"modified":"2025-11-04T09:25:37","modified_gmt":"2025-11-04T09:25:37","slug":"web-scraping-legal-risk-2025","status":"publish","type":"post","link":"https:\/\/itlawco.com\/fr\/web-scraping-legal-risk-2025\/","title":{"rendered":"Web scraping in 2025: Legal exposure, risk realities, and the new extraction paradigm"},"content":{"rendered":"\n\t\t<div id=\"fws_6a5f59180f14b\"  data-column-margin=\"default\" data-midnight=\"dark\"  class=\"wpb_row vc_row-fluid vc_row\"  style=\"padding-top: 0px; padding-bottom: 0px; \"><div class=\"row-bg-wrap\" data-bg-animation=\"none\" data-bg-animation-delay=\"\" data-bg-overlay=\"false\"><div class=\"inner-wrap row-bg-layer\" ><div class=\"row-bg viewport-desktop\"  style=\"\"><\/div><\/div><\/div><div class=\"row_col_wrap_12 col span_12 dark left\">\n\t<div  class=\"vc_col-sm-12 wpb_column column_container vc_column_container col no-extra-padding inherit_tablet inherit_phone \"  data-padding-pos=\"all\" data-has-bg-color=\"false\" data-bg-color=\"\" data-bg-opacity=\"1\" data-animation=\"\" data-delay=\"0\" >\n\t\t<div class=\"vc_column-inner\" >\n\t\t\t<div class=\"wpb_wrapper\">\n\t\t\t\t\n<div class=\"wpb_text_column wpb_content_element \" >\n\t<p data-start=\"372\" data-end=\"581\">In 2025, web scraping (the automated extraction of data from webpages) is no longer simply \u201cfetch HTML and parse it\u201d. Most meaningful data is rendered dynamically in-browser. And most target websites assume (correctly) that people will attempt to scrape them.<\/p>\n<p data-start=\"583\" data-end=\"617\">As a result, the modern posture is adversarial:<\/p>\n<ul>\n<li data-start=\"621\" data-end=\"636\">websites defend<\/li>\n<li data-start=\"639\" data-end=\"652\">bots disguise<\/li>\n<li data-start=\"655\" data-end=\"675\">regulators intervene<\/li>\n<\/ul>\n<h2 data-start=\"682\" data-end=\"732\">How modern scrapers work: the two fundamentals<\/h2>\n<h3 data-start=\"734\" data-end=\"820\">1. Fetch<\/h3>\n<p data-start=\"734\" data-end=\"820\">The scraper requests the page (HTML, JSON, WebSocket payload, GraphQL).<\/p>\n<h3 data-start=\"822\" data-end=\"926\">2. Extract<\/h3>\n<p data-start=\"822\" data-end=\"926\">The scraper isolates the specific fields (prices \/ names \/ detail blocks \/ timestamps). However, because most sites hydrate content with JavaScript, scrapers now use <strong data-start=\"997\" data-end=\"1018\">headless browsers <\/strong>(a web browser that operates without a graphical user interface), such as:<\/p>\n<ul>\n<li data-start=\"1023\" data-end=\"1035\"><a href=\"https:\/\/playwright.dev\/docs\/browsers\">Playwright<\/a><\/li>\n<li data-start=\"1038\" data-end=\"1049\"><a href=\"https:\/\/pptr.dev\/guides\/headless-modes\">Puppeteer<\/a><\/li>\n<li data-start=\"1052\" data-end=\"1060\"><a href=\"https:\/\/www.selenium.dev\/blog\/2023\/headless-is-going-away\/\">Selenium<\/a><\/li>\n<\/ul>\n<p data-start=\"1062\" data-end=\"1130\">These are effectively Chrome \/ Safari \/ Firefox \u2014 running invisibly.<\/p>\n<h2 data-start=\"1137\" data-end=\"1202\">Defensive evolution \u2192 behavioural mimicry is now a requirement<\/h2>\n<p data-start=\"1204\" data-end=\"1238\">Modern sites don\u2019t just block IPs. They analyse and correlate:<\/p>\n<ul>\n<li data-start=\"1271\" data-end=\"1290\">WebGL fingerprint<\/li>\n<li data-start=\"1293\" data-end=\"1318\">TLS handshake signature<\/li>\n<li data-start=\"1321\" data-end=\"1338\">browser entropy<\/li>\n<li data-start=\"1341\" data-end=\"1357\">scroll cadence<\/li>\n<li data-start=\"1360\" data-end=\"1376\">typing latency<\/li>\n<li data-start=\"1379\" data-end=\"1406\">resource loading heuristics<\/li>\n<\/ul>\n<p data-start=\"1408\" data-end=\"1479\">Modern scrapers therefore must simulate <strong data-start=\"1448\" data-end=\"1478\">human behaviour signatures<\/strong>.<\/p>\n<p data-start=\"1481\" data-end=\"1563\">Identity \u2260 IP address anymore.<br data-start=\"1511\" data-end=\"1514\" \/>Identity = IP + fingerprint + behaviour + timing.<\/p>\n<h2 data-start=\"1570\" data-end=\"1622\">The new paradigm: Semantic and agentic extraction<\/h2>\n<p data-start=\"1624\" data-end=\"1658\">We\u2019ve now crossed a key threshold:<\/p>\n<ul>\n<li data-start=\"1660\" data-end=\"1711\">The bottleneck is not GET requests \u2014 it is meaning.<\/li>\n<li data-start=\"1713\" data-end=\"1763\">CSS\/XPath selectors break when class names change.<\/li>\n<\/ul>\n<p data-start=\"1765\" data-end=\"1799\">So 2025 extraction is shifting to:<\/p>\n<ul>\n<li data-start=\"1803\" data-end=\"1834\">LLM-based semantic extraction<\/li>\n<li data-start=\"1837\" data-end=\"1865\">HTML chunking + embeddings<\/li>\n<li data-start=\"1868\" data-end=\"1892\">vector retrieval (RAG)<\/li>\n<li data-start=\"1895\" data-end=\"1917\">multi-agent navigation<\/li>\n<\/ul>\n<blockquote>\n<p data-start=\"1919\" data-end=\"1975\">The scraper becomes an <strong data-start=\"1942\" data-end=\"1951\">agent<\/strong>, not a selector script.<\/p>\n<\/blockquote>\n<h2 data-start=\"1982\" data-end=\"2017\">The legal realities in short<\/h2>\n<p data-start=\"2019\" data-end=\"2056\">Scraping is not illegal by default.<\/p>\n<p data-start=\"2019\" data-end=\"2056\">But the two legal tests are:<\/p>\n<ol>\n<li data-start=\"2088\" data-end=\"2188\"><strong data-start=\"2088\" data-end=\"2107\">Access legality<\/strong> \u2192 how you got the data<\/li>\n<li data-start=\"2088\" data-end=\"2188\"><strong data-start=\"2133\" data-end=\"2156\">Processing legality<\/strong> \u2192 what you intend to do with it<\/li>\n<\/ol>\n<p data-start=\"2190\" data-end=\"2219\">Jurisdiction posture summary:<\/p>\n<div class=\"_tableContainer_1rjym_1\">\n<div class=\"group _tableWrapper_1rjym_13 flex w-fit flex-col-reverse\" tabindex=\"-1\">\n<table class=\"w-fit min-w-(--thread-content-width)\" data-start=\"2221\" data-end=\"2806\">\n<thead data-start=\"2221\" data-end=\"2248\">\n<tr data-start=\"2221\" data-end=\"2248\">\n<th data-start=\"2221\" data-end=\"2230\" data-col-size=\"sm\">Region<\/th>\n<th data-start=\"2230\" data-end=\"2248\" data-col-size=\"lg\">Default stance<\/th>\n<\/tr>\n<\/thead>\n<tbody data-start=\"2259\" data-end=\"2806\">\n<tr data-start=\"2259\" data-end=\"2354\">\n<td data-start=\"2259\" data-end=\"2275\" data-col-size=\"sm\">United States<\/td>\n<td data-start=\"2275\" data-end=\"2354\" data-col-size=\"lg\">Public scraping may be civil not criminal if no access barrier is bypassed.<\/td>\n<\/tr>\n<tr data-start=\"2355\" data-end=\"2457\">\n<td data-start=\"2355\" data-end=\"2365\" data-col-size=\"sm\">UK \/ EU<\/td>\n<td data-start=\"2365\" data-end=\"2457\" data-col-size=\"lg\">Minor barrier bypass can trigger criminal unauthorised access + database right exposure.<\/td>\n<\/tr>\n<tr data-start=\"2458\" data-end=\"2564\">\n<td data-start=\"2458\" data-end=\"2476\" data-col-size=\"sm\">GCC (UAE \/ KSA)<\/td>\n<td data-start=\"2476\" data-end=\"2564\" data-col-size=\"lg\">Broad cybercrime laws \u2014 scraping commercial competitive data can be per se criminal.<\/td>\n<\/tr>\n<tr data-start=\"2565\" data-end=\"2681\">\n<td data-start=\"2565\" data-end=\"2598\" data-col-size=\"sm\">APAC (Singapore \/ Japan \/ AUS)<\/td>\n<td data-start=\"2598\" data-end=\"2681\" data-col-size=\"lg\">System interference or bypassing access controls can be a criminal obstruction.<\/td>\n<\/tr>\n<tr data-start=\"2682\" data-end=\"2806\">\n<td data-start=\"2682\" data-end=\"2697\" data-col-size=\"sm\">South Africa<\/td>\n<td data-start=\"2697\" data-end=\"2806\" data-col-size=\"lg\">POPIA applies to public data; Cybercrimes Act applies to intrusion\/bypass; stance aligns closer to UK\/EU.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<\/div>\n<p data-start=\"2808\" data-end=\"2822\">And crucially:<\/p>\n<p data-start=\"2824\" data-end=\"2900\">Public data \u2260 implied consent<br data-start=\"2853\" data-end=\"2856\" \/>Especially where AI training is the purpose.<\/p>\n<h2 data-start=\"2907\" data-end=\"2938\">High-risk scraping scenarios<\/h2>\n<div class=\"_tableContainer_1rjym_1\">\n<div class=\"group _tableWrapper_1rjym_13 flex w-fit flex-col-reverse\" tabindex=\"-1\">\n<table class=\"w-fit min-w-(--thread-content-width)\" data-start=\"2940\" data-end=\"3270\">\n<thead data-start=\"2940\" data-end=\"2959\">\n<tr data-start=\"2940\" data-end=\"2959\">\n<th data-start=\"2940\" data-end=\"2951\" data-col-size=\"sm\">Scenario<\/th>\n<th data-start=\"2951\" data-end=\"2959\" data-col-size=\"sm\">Risk<\/th>\n<\/tr>\n<\/thead>\n<tbody data-start=\"2970\" data-end=\"3270\">\n<tr data-start=\"2970\" data-end=\"3037\">\n<td data-start=\"2970\" data-end=\"3006\" data-col-size=\"sm\">Scraping unprotected public pages<\/td>\n<td data-start=\"3006\" data-end=\"3037\" data-col-size=\"sm\">US: lower, EU\/UK\/SA: medium<\/td>\n<\/tr>\n<tr data-start=\"3038\" data-end=\"3095\">\n<td data-start=\"3038\" data-end=\"3070\" data-col-size=\"sm\">Scraping behind login\/paywall<\/td>\n<td data-start=\"3070\" data-end=\"3095\" data-col-size=\"sm\">High \u2014 often criminal<\/td>\n<\/tr>\n<tr data-start=\"3096\" data-end=\"3145\">\n<td data-start=\"3096\" data-end=\"3132\" data-col-size=\"sm\">Bypassing CAPTCHA \/ JS challenges<\/td>\n<td data-start=\"3132\" data-end=\"3145\" data-col-size=\"sm\">Very high<\/td>\n<\/tr>\n<tr data-start=\"3146\" data-end=\"3206\">\n<td data-start=\"3146\" data-end=\"3178\" data-col-size=\"sm\">Scraping personal data for AI<\/td>\n<td data-start=\"3178\" data-end=\"3206\" data-col-size=\"sm\">High regulatory exposure<\/td>\n<\/tr>\n<tr data-start=\"3207\" data-end=\"3270\">\n<td data-start=\"3207\" data-end=\"3241\" data-col-size=\"sm\">Scraping after cease-and-desist<\/td>\n<td data-start=\"3241\" data-end=\"3270\" data-col-size=\"sm\">Risk escalates outside US<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>FAQs<\/h2>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"toggles \" data-br=\"none\" data-starting=\"default\" data-style=\"default\"><div class=\"toggle default\" data-inner-wrap=\"true\"><h3 class=\"toggle-title\"><a href=\"#\" id=\"toggle-button-6a5f591810c11\" role=\"button\" aria-expanded=\"false\" aria-controls=\"toggle-panel-6a5f591810c11\" class=\"toggle-heading\"><i role=\"presentation\" class=\"fa fa-plus\"><\/i>Is scraping public data always legal?<\/a><\/h3><div id=\"toggle-panel-6a5f591810c11\" role=\"region\" aria-labelledby=\"toggle-button-6a5f591810c11\"><div class=\"inner-toggle-wrap\">\n<div class=\"wpb_text_column wpb_content_element \" >\n\t<p>No. Public \u2260 free to repurpose. A lawful basis is still required.<\/p>\n<\/div>\n\n\n\n<\/div><\/div><\/div><div class=\"toggle default\" data-inner-wrap=\"true\"><h3 class=\"toggle-title\"><a href=\"#\" id=\"toggle-button-6a5f59181118a\" role=\"button\" aria-expanded=\"false\" aria-controls=\"toggle-panel-6a5f59181118a\" class=\"toggle-heading\"><i role=\"presentation\" class=\"fa fa-plus\"><\/i>Can I scrape LinkedIn profiles into my CRM or AI model?<\/a><\/h3><div id=\"toggle-panel-6a5f59181118a\" role=\"region\" aria-labelledby=\"toggle-button-6a5f59181118a\"><div class=\"inner-toggle-wrap\">\n<div class=\"wpb_text_column wpb_content_element \" >\n\t<p>This is extremely high-risk under GDPR \/ POPIA. Especially for AI training.<\/p>\n<\/div>\n\n\n\n<\/div><\/div><\/div><div class=\"toggle default\" data-inner-wrap=\"true\"><h3 class=\"toggle-title\"><a href=\"#\" id=\"toggle-button-6a5f5918116b3\" role=\"button\" aria-expanded=\"false\" aria-controls=\"toggle-panel-6a5f5918116b3\" class=\"toggle-heading\"><i role=\"presentation\" class=\"fa fa-plus\"><\/i>What if I don\u2019t store the scraped data \u2014 is it legal?<\/a><\/h3><div id=\"toggle-panel-6a5f5918116b3\" role=\"region\" aria-labelledby=\"toggle-button-6a5f5918116b3\"><div class=\"inner-toggle-wrap\">\n<div class=\"wpb_text_column wpb_content_element \" >\n\t<p>Processing begins the moment you collect\/use it. Storage isn\u2019t the trigger.<\/p>\n<\/div>\n\n\n\n<\/div><\/div><\/div><div class=\"toggle default\" data-inner-wrap=\"true\"><h3 class=\"toggle-title\"><a href=\"#\" id=\"toggle-button-6a5f591811bab\" role=\"button\" aria-expanded=\"false\" aria-controls=\"toggle-panel-6a5f591811bab\" class=\"toggle-heading\"><i role=\"presentation\" class=\"fa fa-plus\"><\/i>If I only collect pricing data \u2014 is that personal information?<\/a><\/h3><div id=\"toggle-panel-6a5f591811bab\" role=\"region\" aria-labelledby=\"toggle-button-6a5f591811bab\"><div class=\"inner-toggle-wrap\">\n<div class=\"wpb_text_column wpb_content_element \" >\n\t<p>Possibly not \u2014 but product metadata can still be IP-protected.<\/p>\n<\/div>\n\n\n\n<\/div><\/div><\/div><div class=\"toggle default\" data-inner-wrap=\"true\"><h3 class=\"toggle-title\"><a href=\"#\" id=\"toggle-button-6a5f591812078\" role=\"button\" aria-expanded=\"false\" aria-controls=\"toggle-panel-6a5f591812078\" class=\"toggle-heading\"><i role=\"presentation\" class=\"fa fa-plus\"><\/i>Is using residential proxies enough to avoid detection?<\/a><\/h3><div id=\"toggle-panel-6a5f591812078\" role=\"region\" aria-labelledby=\"toggle-button-6a5f591812078\"><div class=\"inner-toggle-wrap\">\n<div class=\"wpb_text_column wpb_content_element \" >\n\t<p>No. Identity now spans behavioural + fingerprint + network.<\/p>\n<\/div>\n\n\n\n<\/div><\/div><\/div><div class=\"toggle default\" data-inner-wrap=\"true\"><h3 class=\"toggle-title\"><a href=\"#\" id=\"toggle-button-6a5f59181254c\" role=\"button\" aria-expanded=\"false\" aria-controls=\"toggle-panel-6a5f59181254c\" class=\"toggle-heading\"><i role=\"presentation\" class=\"fa fa-plus\"><\/i>Can browser automation tools themselves be illegal?<\/a><\/h3><div id=\"toggle-panel-6a5f59181254c\" role=\"region\" aria-labelledby=\"toggle-button-6a5f59181254c\"><div class=\"inner-toggle-wrap\">\n<div class=\"wpb_text_column wpb_content_element \" >\n\t<p>Tools aren\u2019t illegal; bypassing access barriers may be.<\/p>\n<\/div>\n\n\n\n<\/div><\/div><\/div><div class=\"toggle default\" data-inner-wrap=\"true\"><h3 class=\"toggle-title\"><a href=\"#\" id=\"toggle-button-6a5f591812a23\" role=\"button\" aria-expanded=\"false\" aria-controls=\"toggle-panel-6a5f591812a23\" class=\"toggle-heading\"><i role=\"presentation\" class=\"fa fa-plus\"><\/i>Is scraping behind a login always unlawful?<\/a><\/h3><div id=\"toggle-panel-6a5f591812a23\" role=\"region\" aria-labelledby=\"toggle-button-6a5f591812a23\"><div class=\"inner-toggle-wrap\">\n<div class=\"wpb_text_column wpb_content_element \" >\n\t<p>Almost always. Authentication = access control in nearly every jurisdiction.<\/p>\n<\/div>\n\n\n\n<\/div><\/div><\/div><div class=\"toggle default\" data-inner-wrap=\"true\"><h3 class=\"toggle-title\"><a href=\"#\" id=\"toggle-button-6a5f591812ef4\" role=\"button\" aria-expanded=\"false\" aria-controls=\"toggle-panel-6a5f591812ef4\" class=\"toggle-heading\"><i role=\"presentation\" class=\"fa fa-plus\"><\/i>Does POPIA allow scraping of public social media profiles if I don\u2019t contact the person?<\/a><\/h3><div id=\"toggle-panel-6a5f591812ef4\" role=\"region\" aria-labelledby=\"toggle-button-6a5f591812ef4\"><div class=\"inner-toggle-wrap\">\n<div class=\"wpb_text_column wpb_content_element \" >\n\t<p>No. POPIA is purpose-based \u2014 not contact-based.<\/p>\n<\/div>\n\n\n\n<\/div><\/div><\/div><div class=\"toggle default\" data-inner-wrap=\"true\"><h3 class=\"toggle-title\"><a href=\"#\" id=\"toggle-button-6a5f5918133bb\" role=\"button\" aria-expanded=\"false\" aria-controls=\"toggle-panel-6a5f5918133bb\" class=\"toggle-heading\"><i role=\"presentation\" class=\"fa fa-plus\"><\/i>Is scraping a competitor\u2019s pricing considered \u201ccorporate espionage\u201d?<\/a><\/h3><div id=\"toggle-panel-6a5f5918133bb\" role=\"region\" aria-labelledby=\"toggle-button-6a5f5918133bb\"><div class=\"inner-toggle-wrap\">\n<div class=\"wpb_text_column wpb_content_element \" >\n\t<p>Not necessarily \u2014 but if access controls are bypassed, it can become cybercrime.<\/p>\n<\/div>\n\n\n\n<\/div><\/div><\/div><div class=\"toggle default\" data-inner-wrap=\"true\"><h3 class=\"toggle-title\"><a href=\"#\" id=\"toggle-button-6a5f591813886\" role=\"button\" aria-expanded=\"false\" aria-controls=\"toggle-panel-6a5f591813886\" class=\"toggle-heading\"><i role=\"presentation\" class=\"fa fa-plus\"><\/i>Can AI models \u201cinherit illegality\u201d from scraped data?<\/a><\/h3><div id=\"toggle-panel-6a5f591813886\" role=\"region\" aria-labelledby=\"toggle-button-6a5f591813886\"><div class=\"inner-toggle-wrap\">\n<div class=\"wpb_text_column wpb_content_element \" >\n\t<p>Yes. If the training corpus was unlawfully obtained \u2014 the model is contaminated.<\/p>\n<\/div>\n\n\n\n<\/div><\/div><\/div><div class=\"toggle default\" data-inner-wrap=\"true\"><h3 class=\"toggle-title\"><a href=\"#\" id=\"toggle-button-6a5f591813d55\" role=\"button\" aria-expanded=\"false\" aria-controls=\"toggle-panel-6a5f591813d55\" class=\"toggle-heading\"><i role=\"presentation\" class=\"fa fa-plus\"><\/i>Can I claim \u201cresearch\u201d as a lawful basis?<\/a><\/h3><div id=\"toggle-panel-6a5f591813d55\" role=\"region\" aria-labelledby=\"toggle-button-6a5f591813d55\"><div class=\"inner-toggle-wrap\">\n<div class=\"wpb_text_column wpb_content_element \" >\n\t<p>Not automatically. Research is not a universal exemption.<\/p>\n<\/div>\n\n\n\n<\/div><\/div><\/div><\/div>\n<div class=\"wpb_text_column wpb_content_element \" >\n\t<article class=\"text-token-text-primary w-full focus:outline-none &#091;--shadow-height:45px&#093; has-data-writing-block:pointer-events-none has-data-writing-block:-mt-(--shadow-height) has-data-writing-block:pt-(--shadow-height) &#091;&amp;:has(&#091;data-writing-block&#093;)&gt;*&#093;:pointer-events-auto &#091;content-visibility:auto&#093; supports-&#091;content-visibility:auto&#093;:&#091;contain-intrinsic-size:auto_100lvh&#093; scroll-mt-&#091;calc(var(--header-height)+min(200px,max(70px,20svh)))&#093;\" dir=\"auto\" tabindex=\"-1\" data-turn-id=\"request-6909b993-f048-832b-8ce4-d2103414f48f-7\" data-testid=\"conversation-turn-20\" data-scroll-anchor=\"true\" data-turn=\"assistant\">\n<div class=\"text-base my-auto mx-auto pb-10 &#091;--thread-content-margin:--spacing(4)&#093; thread-sm:&#091;--thread-content-margin:--spacing(6)&#093; thread-lg:&#091;--thread-content-margin:--spacing(16)&#093; px-(--thread-content-margin)\">\n<div class=\"&#091;--thread-content-max-width:40rem&#093; thread-lg:&#091;--thread-content-max-width:48rem&#093; mx-auto max-w-(--thread-content-max-width) flex-1 group\/turn-messages focus-visible:outline-hidden relative flex w-full min-w-0 flex-col agent-turn\" tabindex=\"-1\">\n<div class=\"flex max-w-full flex-col grow\">\n<div class=\"min-h-8 text-message relative flex w-full flex-col items-end gap-2 text-start break-words whitespace-normal &#091;.text-message+&amp;&#093;:mt-1\" dir=\"auto\" data-message-author-role=\"assistant\" data-message-id=\"9d647765-ec05-4ca6-8ce8-c6f50a8f3a69\" data-message-model-slug=\"gpt-5\">\n<div class=\"flex w-full flex-col gap-1 empty:hidden first:pt-&#091;1px&#093;\">\n<div class=\"markdown prose dark:prose-invert w-full break-words light markdown-new-styling\">\n<h2 data-start=\"4767\" data-end=\"4790\"><span style=\"color: #000000;\">How ITLawCo can help<\/span><\/h2>\n<p data-start=\"4792\" data-end=\"4899\"><span style=\"color: #000000;\">Most organisations approach scraping backwards: they build the pipeline, then ask the lawyer for sign-off. In 2025 that is organisationally dangerous.<\/span><\/p>\n<p data-start=\"4946\" data-end=\"5028\"><span style=\"color: #000000;\">ITLawCo supports clients at the exact collision point where scraping now operates:<\/span><\/p>\n<ul>\n<li data-start=\"5032\" data-end=\"5072\"><span style=\"color: #000000;\"><strong data-start=\"5032\" data-end=\"5070\">data engineering \u2194 data governance<\/strong><\/span><\/li>\n<li data-start=\"5075\" data-end=\"5122\"><span style=\"color: #000000;\"><strong data-start=\"5075\" data-end=\"5120\">AI model training \u2194 lawful basis strategy<\/strong><\/span><\/li>\n<li data-start=\"5125\" data-end=\"5178\"><span style=\"color: #000000;\"><strong data-start=\"5125\" data-end=\"5176\">extraction architecture \u2194 cybercrime thresholds<\/strong><\/span><\/li>\n<li data-start=\"5181\" data-end=\"5240\"><span style=\"color: #000000;\"><strong data-start=\"5181\" data-end=\"5240\">POPIA \/ GDPR operationalisation \u2194 minimisation controls<\/strong><\/span><\/li>\n<\/ul>\n<p data-start=\"5242\" data-end=\"5258\"><span style=\"color: #000000;\">We help clients:<\/span><\/p>\n<ul>\n<li data-start=\"5262\" data-end=\"5316\"><span style=\"color: #000000;\">determine when method = criminal vs contractual risk<\/span><\/li>\n<li data-start=\"5319\" data-end=\"5375\"><span style=\"color: #000000;\">run <a href=\"https:\/\/itlawco.com\/2025-popia-regulations-amendments\/\">POPIA<\/a> + GDPR purpose and legitimate interest tests<\/span><\/li>\n<li data-start=\"5378\" data-end=\"5429\"><span style=\"color: #000000;\">implement delete-on-contact personal data filters<\/span><\/li>\n<li data-start=\"5432\" data-end=\"5485\"><span style=\"color: #000000;\">structure \u201cno-criminal-threshold\u201d access boundaries<\/span><\/li>\n<li data-start=\"5488\" data-end=\"5549\"><span style=\"color: #000000;\">produce defensible governance artefacts for regulators\/audits<\/span><\/li>\n<\/ul>\n<p data-start=\"5551\" data-end=\"5600\"><span style=\"color: #000000;\"><strong data-start=\"5551\" data-end=\"5600\">We don\u2019t block scraping.<br data-start=\"5577\" data-end=\"5580\" \/>We make it lawful.<\/strong><\/span><\/p>\n<p data-start=\"5602\" data-end=\"5660\" data-is-last-node=\"\" data-is-only-node=\"\"><span style=\"color: #000000;\">We design compliance <strong data-start=\"5623\" data-end=\"5633\">before<\/strong> the first request is sent.<\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/article>\n<\/div>\n\n\n\n\n\t<div class=\"wpb_raw_code wpb_raw_html wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<meta name=\"description\" content=\"Modern web scraping is no longer simple HTML extraction. 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Most meaningful data is rendered dynamically in-browser. And most target...","protected":false},"author":1,"featured_media":3248,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[12],"tags":[],"class_list":["post-3247","post","type-post","status-publish","format-standard","has-post-thumbnail","category-it-law"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Web scraping in 2025: Legal exposure, risk realities, and the new extraction paradigm - ITLawCo<\/title>\n<meta name=\"description\" content=\"Modern web scraping is no longer simple HTML extraction. 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