{"id":50471,"date":"2026-10-12T08:51:10","date_gmt":"2026-10-12T05:51:10","guid":{"rendered":"https:\/\/outscraper.com\/?p=50471"},"modified":"2026-10-19T09:56:26","modified_gmt":"2026-10-19T06:56:26","slug":"data-scraper-website-data-extraction","status":"publish","type":"post","link":"https:\/\/outscraper.com\/tr\/data-scraper-website-data-extraction\/","title":{"rendered":"Veri Toplay\u0131c\u0131: Web Sitelerinden Veri \u00c7\u0131karma Konusunda Kapsaml\u0131 K\u0131lavuz"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"50471\" class=\"elementor elementor-50471\" data-elementor-post-type=\"post\">\n\t\t\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-d8a0f98 e-flex e-con-boxed e-con e-parent\" data-id=\"d8a0f98\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d7a6a98 elementor-toc--minimized-on-tablet elementor-widget elementor-widget-table-of-contents\" data-id=\"d7a6a98\" 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;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<h2 class=\"elementor-toc__header-title\">\n\t\t\t\tTable of Contents\t\t\t<\/h2>\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__d7a6a98\" 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__d7a6a98\" 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__d7a6a98\" 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\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-4c1e899f e-flex e-con-boxed e-con e-parent\" data-id=\"4c1e899f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-876fe41 elementor-button-success elementor-align-center gm_data_signup elementor-widget elementor-widget-button\" data-id=\"876fe41\" 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:\/\/auth.outscraper.com\/signup?redirect=\/googleMaps\" 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\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-5aa1e069 e-flex e-con-boxed e-con e-parent\" data-id=\"5aa1e069\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2ed60df8 elementor-widget elementor-widget-text-editor\" data-id=\"2ed60df8\" 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>Copying a few rows from a website into a spreadsheet is easy. When the same job involves hundreds or thousands of pages, a <\/span><strong><span>data scraper<\/span><\/strong><span> can collect the needed fields and turn them into structured records much faster.<\/span><\/p><p><span>That data might include product details, business listings, reviews, contact information, tables, or links. The challenge is that websites do not all present or load information in the same way, so an extraction method that works on one site may not work as well on another.<\/span><\/p><p><span>For teams that collect website data regularly, extraction also needs to produce consistent, usable records without creating unnecessary cleanup or maintenance.<\/span><\/p><p><span>Choosing the right approach starts with understanding what data you need, where it appears, and how the website delivers it. For a broader look at where extraction fits into business workflows, see our guide to <a href=\"https:\/\/outscraper.com\/data-scraping-benefits-use-cases-tools\/\"><strong>data scraping tools and use cases<\/strong><\/a>.<\/span><\/p><p><strong>Quick Answer: How Do You Extract Data From a Website?<\/strong><\/p><ol><li>Define the data you need.<\/li><li>Find the pages that contain it.<\/li><li>Check how the website loads the content.<\/li><li>Choose an extraction method.<\/li><li>Test a small sample.<\/li><li>Extract and validate the data.<\/li><li>Export the results in a usable format.<\/li><\/ol><ol start=\"1\"><\/ol><p>The best method depends on the website structure, the amount of data, how often it changes, and how much maintenance you want to handle.<\/p><ol><\/ol>\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\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-253dba4c e-flex e-con-boxed e-con e-parent\" data-id=\"253dba4c\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-66317bd6 e-con-full e-flex e-con e-child\" data-id=\"66317bd6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-72196c23 e-con-full e-flex e-con e-child\" data-id=\"72196c23\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-10cc1f50 e-con-full e-flex e-con e-child\" data-id=\"10cc1f50\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2359ad58 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"2359ad58\" 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<div class=\"elementor-heading-title elementor-size-default\">Looking for a Simpler Website Data Extraction Method?<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5cffe623 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"5cffe623\" 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 data-pm-slice=\"1 1 []\">Outscraper\u2019s <strong>Universal AI-Powered Web Scraper<\/strong> extracts selected fields from website URLs without requiring you to maintain the scraping setup.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-3ab53801 e-con-full e-flex e-con e-child\" data-id=\"3ab53801\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-065a921 elementor-widget elementor-widget-button\" data-id=\"065a921\" 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-sm\" href=\"https:\/\/outscraper.com\/universal-ai-scraper\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Try Universal AI Scraper<\/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>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-443dcd91 e-flex e-con-boxed e-con e-parent\" data-id=\"443dcd91\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-56485958 elementor-widget elementor-widget-heading\" data-id=\"56485958\" 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\">How to Extract Data From a Website Step by Step<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-36fabdde elementor-widget elementor-widget-text-editor\" data-id=\"36fabdde\" 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 data-pm-slice=\"1 1 []\">Website extraction is easier to manage when you define the output first and choose the tool second. Focus on the fields you need, where they appear on the page, and whether the extraction method can collect them consistently.<\/p><p data-pm-slice=\"1 1 []\"><strong>Watch: Scrape Any Website into Clean Data<\/strong><\/p>\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-f323b8e elementor-widget elementor-widget-video\" data-id=\"f323b8e\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/www.youtube.com\\\/watch?v=qgFVxkU_IzI&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-412ca520 elementor-widget elementor-widget-heading\" data-id=\"412ca520\" 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<h3 class=\"elementor-heading-title elementor-size-default\">1. Define the Data Fields You Need<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a9d0d80 elementor-widget elementor-widget-text-editor\" data-id=\"4a9d0d80\" 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 data-pm-slice=\"1 1 []\"><span>Start with the final dataset in mind.<\/span><\/p><p><span>For a product site, that might include:<\/span><\/p><ul><li><span>product name<\/span><\/li><li><span>price<\/span><\/li><li><span>rating<\/span><\/li><li><span>availability<\/span><\/li><li><span>product URL<\/span><\/li><\/ul><p><span>For a business directory, you may need:<\/span><\/p><ul><li><span>business name<\/span><\/li><li><span>category<\/span><\/li><li><span>phone number<\/span><\/li><li><span>website<\/span><\/li><li><span>address<\/span><\/li><\/ul><p><span>Keeping the field list specific prevents unnecessary extraction and makes it easier to check whether the final output is complete.<\/span><\/p>\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-666e2d68 elementor-widget elementor-widget-heading\" data-id=\"666e2d68\" 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<h3 class=\"elementor-heading-title elementor-size-default\">2. Identify the Pages or URLs\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2fa2ff6b elementor-widget elementor-widget-text-editor\" data-id=\"2fa2ff6b\" 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 data-pm-slice=\"1 1 []\"><span>Next, find the pages that contain the information.<\/span><\/p><p><span>Data may appear on:<\/span><\/p><ul><li><span>listing pages<\/span><\/li><li><span>product pages<\/span><\/li><li><span>profile pages<\/span><\/li><li><span>category pages<\/span><\/li><li><span>search results<\/span><\/li><li><span>tables<\/span><\/li><li><span>paginated sections<\/span><\/li><\/ul><p><span>Some jobs only require data from one page type. Others need information from a listing page first, followed by individual detail pages.<\/span><\/p>\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-a2c4969 elementor-widget elementor-widget-heading\" data-id=\"a2c4969\" 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<h3 class=\"elementor-heading-title elementor-size-default\">3. Check How the Website Loads the Data<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5ed522f elementor-widget elementor-widget-text-editor\" data-id=\"5ed522f\" 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 data-pm-slice=\"1 1 []\"><span>Look at whether the information appears immediately when the page loads or only after an action.<\/span><\/p><p data-pm-slice=\"1 1 []\"><span>Some pages expose the content directly in the HTML. Others may load records through JavaScript and <\/span><a href=\"https:\/\/developer.mozilla.org\/en-US\/docs\/Learn_web_development\/Core\/Scripting\/Network_requests\" target=\"_blank\" rel=\"noopener\"><strong><span>asynchronous network requests<\/span><\/strong><\/a><span>, as well as pagination, filters, or infinite scrolling.<\/span><\/p><p data-pm-slice=\"1 1 []\"><span>This means some information can appear after the initial page has loaded, so a scraper that only reads the original HTML may miss it.<\/span><\/p>\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-494f641 elementor-widget elementor-widget-heading\" data-id=\"494f641\" 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<h3 class=\"elementor-heading-title elementor-size-default\">4. Choose and Test an Extraction Method<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1dffa9f elementor-widget elementor-widget-text-editor\" data-id=\"1dffa9f\" 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 data-pm-slice=\"1 1 []\"><span>Choose a method based on the website structure and the amount of data you need.<\/span><\/p><p><span>Options can include:<\/span><\/p><ul><li><span>visual or no-code extraction<\/span><\/li><li><span>HTML or CSS selector-based scraping<\/span><\/li><li><span>custom scripts<\/span><\/li><li><span>APIs<\/span><\/li><li><span>AI-assisted extraction<\/span><\/li><\/ul><p><span>Before running the process across hundreds or thousands of pages, test a small sample first. Check whether the expected fields appear correctly and whether the same method works across different pages.<\/span><\/p>\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-fe883a9 elementor-widget elementor-widget-heading\" data-id=\"fe883a9\" 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<h3 class=\"elementor-heading-title elementor-size-default\">5. Extract and Validate the Data<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bd3b699 elementor-widget elementor-widget-text-editor\" data-id=\"bd3b699\" 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 data-pm-slice=\"1 1 []\"><span>Once the test works, run the extraction across the required pages.<\/span><\/p><p><span>Do not assume the results are correct just because the process completed. Check for:<\/span><\/p><ul><li><span>missing values<\/span><\/li><li><span>duplicate records<\/span><\/li><li><span>incorrect fields<\/span><\/li><li><span>inconsistent formats<\/span><\/li><li><span>pages that returned no data<\/span><\/li><\/ul><p><span>Validation is especially important when pages do not all follow the same layout.<\/span><\/p>\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-7b15f65 elementor-widget elementor-widget-heading\" data-id=\"7b15f65\" 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<h3 class=\"elementor-heading-title elementor-size-default\">6. Export and Prepare the Results<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9586d83 elementor-widget elementor-widget-text-editor\" data-id=\"9586d83\" 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 data-pm-slice=\"1 1 []\"><span>Save the records in a format that fits the next step.<\/span><\/p><p><span>Common options include CSV, Excel, and JSON. Depending on the workflow, the output may still need cleaning, deduplication, or formatting before it is ready for analysis or another system.<\/span><\/p>\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-f0223e9 elementor-widget elementor-widget-image\" data-id=\"f0223e9\" 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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/Website-Data-Extraction-Workflow_converted.webp\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Website Data Extraction Workflow_converted\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NTA1MzgsInVybCI6Imh0dHBzOlwvXC9vdXRzY3JhcGVyLmNvbVwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyNlwvMTBcL1dlYnNpdGUtRGF0YS1FeHRyYWN0aW9uLVdvcmtmbG93X2NvbnZlcnRlZC53ZWJwIn0%3D\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"750\" height=\"375\" src=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/Website-Data-Extraction-Workflow_converted-1024x512.webp\" class=\"attachment-large size-large wp-image-50538\" alt=\"Website data extraction workflow from defining fields to exporting records\" srcset=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/Website-Data-Extraction-Workflow_converted-1024x512.webp 1024w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/Website-Data-Extraction-Workflow_converted-300x150.webp 300w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/Website-Data-Extraction-Workflow_converted-768x384.webp 768w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/Website-Data-Extraction-Workflow_converted-1536x768.webp 1536w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/Website-Data-Extraction-Workflow_converted-18x9.webp 18w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/Website-Data-Extraction-Workflow_converted.webp 1774w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">A website data extraction workflow starts with defining the fields and ends with validated, structured records.<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-2fd1d5e e-flex e-con-boxed e-con e-parent\" data-id=\"2fd1d5e\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c7f1fad elementor-button-success elementor-align-center gm_data_signup elementor-widget elementor-widget-button\" data-id=\"c7f1fad\" 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:\/\/auth.outscraper.com\/signup?redirect=\/googleMaps\" 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-sign-in-alt\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Promo Code: SIGNUPBONUS<\/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\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-5178b949 e-flex e-con-boxed e-con e-parent\" data-id=\"5178b949\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-48628966 elementor-widget elementor-widget-heading\" data-id=\"48628966\" 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\">What Data Can a Data Scraper Extract From a Website?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-12b7d5b1 elementor-widget elementor-widget-text-editor\" data-id=\"12b7d5b1\" 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 data-pm-slice=\"1 1 []\"><span>The type of data you can collect depends on what the website makes available on its pages. In most cases, a scraper is set up to capture specific fields rather than copy the entire page.<\/span><\/p>\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-16d07f2a elementor-widget elementor-widget-heading\" data-id=\"16d07f2a\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Lists and Directories<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-25dfe3a0 elementor-widget elementor-widget-text-editor\" data-id=\"25dfe3a0\" 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 data-pm-slice=\"1 1 []\"><span>Directories often contain repeated records with the same set of fields.\u00a0<\/span><\/p><p data-pm-slice=\"1 1 []\"><span>Platforms such as <\/span><a href=\"https:\/\/outscraper.com\/google-maps-scraper\/\"><strong><span>Google Maps<\/span><\/strong><\/a><span> and <\/span><a href=\"https:\/\/outscraper.com\/yellowpages-scraper\/\"><strong><span>Yellow Pages<\/span><\/strong><\/a><span> are common examples of directory-style sources where business names, categories, addresses, phone numbers, websites, and location details can be collected as structured records.<\/span><\/p><p><span>Typical examples include:<\/span><\/p><ul><li><span>business names<\/span><\/li><li><span>categories<\/span><\/li><li><span>addresses<\/span><\/li><li><span>phone numbers<\/span><\/li><li><span>website links<\/span><\/li><li><span>location details<\/span><\/li><\/ul><p><span>These pages are usually easier to structure because the same fields appear across many listings.<\/span><\/p>\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-73c01e4a elementor-widget elementor-widget-heading\" data-id=\"73c01e4a\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Product and Listing Information<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d43451a elementor-widget elementor-widget-text-editor\" data-id=\"5d43451a\" 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 data-pm-slice=\"1 1 []\"><span>Product pages and marketplaces can contain fields such as:<\/span><\/p><ul><li data-pm-slice=\"1 1 []\"><span>product name<\/span><\/li><li data-pm-slice=\"1 1 []\"><span>price<\/span><\/li><li data-pm-slice=\"1 1 []\"><span>description<\/span><\/li><li data-pm-slice=\"1 1 []\"><span>rating<\/span><\/li><li data-pm-slice=\"1 1 []\"><span>availability<\/span><\/li><li data-pm-slice=\"1 1 []\"><span>seller information<\/span><\/li><li data-pm-slice=\"1 1 []\"><span>product URL<\/span><\/li><\/ul><p><span>Some of this information may appear on listing pages, while additional details are only available on the individual product page.<\/span><\/p><p><span>For a source-specific example, Outscraper\u2019s <\/span><a href=\"https:\/\/outscraper.com\/amazon-scraper\/\"><strong><span>Amazon Products Scraper<\/span><\/strong><\/a><span> can collect structured product and listing data from Amazon pages.<\/span><\/p>\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-a5a596e elementor-widget elementor-widget-heading\" data-id=\"a5a596e\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Tables and Structured Records<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-611a27c7 elementor-widget elementor-widget-text-editor\" data-id=\"611a27c7\" 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 data-pm-slice=\"1 1 []\"><span>Websites often publish information in tables, comparison grids, schedules, or other repeated layouts.<\/span><\/p><p><span>A scraper can collect the values from each row or column and convert them into records that are easier to sort, filter, or analyze.<\/span><\/p>\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-38dd0b8e elementor-widget elementor-widget-heading\" data-id=\"38dd0b8e\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Reviews and Ratings<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68311b99 elementor-widget elementor-widget-text-editor\" data-id=\"68311b99\" 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 data-pm-slice=\"1 1 []\"><span>Review pages can include:<\/span><\/p><ul><li data-pm-slice=\"1 1 []\"><span>review text<\/span><\/li><li data-pm-slice=\"1 1 []\"><span>rating<\/span><\/li><li data-pm-slice=\"1 1 []\"><span>review date<\/span><\/li><li data-pm-slice=\"1 1 []\"><span>reviewer name<\/span><\/li><li data-pm-slice=\"1 1 []\"><span>response text<\/span><\/li><li data-pm-slice=\"1 1 []\"><span>other visible review details<\/span><\/li><\/ul><p data-pm-slice=\"1 1 []\"><span>Outscraper&#8217;s <\/span><a href=\"https:\/\/outscraper.com\/google-maps-reviews-scraper\/\"><strong><span>Google Maps Reviews Scraper<\/span><\/strong><\/a><span>\u00a0can provide structured review data for reputation monitoring, customer feedback analysis, and competitor research.<\/span><\/p><p><span>The available fields vary by website, so the extraction setup needs to match the structure of the review page.<\/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\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-8eaa6c8 e-flex e-con-boxed e-con e-parent\" data-id=\"8eaa6c8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-8c8435e e-con-full e-flex e-con e-child\" data-id=\"8c8435e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-4e9a409 e-grid e-con-full e-con e-child\" data-id=\"4e9a409\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b0c36ae elementor-widget elementor-widget-image\" data-id=\"b0c36ae\" 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=\"1254\" height=\"1254\" src=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/google-maps-reviews-data-export-formats.webp\" class=\"attachment-full size-full wp-image-50562\" alt=\"Google Maps review data exported to Excel, Google Sheets, JSON, and Parquet\" srcset=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/google-maps-reviews-data-export-formats.webp 1254w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/google-maps-reviews-data-export-formats-300x300.webp 300w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/google-maps-reviews-data-export-formats-1024x1024.webp 1024w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/google-maps-reviews-data-export-formats-150x150.webp 150w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/google-maps-reviews-data-export-formats-768x768.webp 768w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/google-maps-reviews-data-export-formats-12x12.webp 12w\" sizes=\"(max-width: 1254px) 100vw, 1254px\" \/>\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<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-f49bea9 e-con-full e-flex e-con e-child\" data-id=\"f49bea9\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c6be6d2 elementor-widget elementor-widget-heading\" data-id=\"c6be6d2\" 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<div class=\"elementor-heading-title elementor-size-default\">Need a Faster Way to Extract Website Data?<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-02ad8f5 elementor-widget elementor-widget-text-editor\" data-id=\"02ad8f5\" 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 data-pm-slice=\"1 1 []\"><span>Use Outscraper\u2019s <\/span><strong><span>Google Maps Reviews Scraper<\/span><\/strong><span> to collect customer review data for the businesses you are researching.<\/span><\/p>\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-b2078fa elementor-widget elementor-widget-button\" data-id=\"b2078fa\" 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-sm\" href=\"https:\/\/outscraper.com\/google-maps-reviews-scraper\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Check for Google Maps Reviews<\/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>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-2b03a6f e-flex e-con-boxed e-con e-parent\" data-id=\"2b03a6f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-68799f7 elementor-widget elementor-widget-heading\" data-id=\"68799f7\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Public Contact and Company Information<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9125643 elementor-widget elementor-widget-text-editor\" data-id=\"9125643\" 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 data-pm-slice=\"1 1 []\"><span>Company websites, directories, and profile pages may display:<\/span><\/p><ul><li data-pm-slice=\"1 1 []\"><span>business names<\/span><\/li><li data-pm-slice=\"1 1 []\"><span>addresses<\/span><\/li><li data-pm-slice=\"1 1 []\"><span>phone numbers<\/span><\/li><li data-pm-slice=\"1 1 []\"><span>email addresses<\/span><\/li><li data-pm-slice=\"1 1 []\"><span>website URLs<\/span><\/li><li data-pm-slice=\"1 1 []\"><span>social links<\/span><\/li><li data-pm-slice=\"1 1 []\"><span>other public company details<\/span><\/li><\/ul><p><span>Not every page contains every field, so missing values should be expected when working with larger datasets.\u00a0<\/span><\/p><p><span>When contact details are the main fields you need, Outscraper\u2019s <\/span><a href=\"https:\/\/outscraper.com\/emails-scraper\/\"><strong><span>Emails &amp; Contacts Scraper<\/span><\/strong><\/a><span> can collect public emails, phone numbers, and social profiles from websites.<\/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\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-1e8f0ec e-flex e-con-boxed e-con e-parent\" data-id=\"1e8f0ec\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-555f66f elementor-widget elementor-widget-image\" data-id=\"555f66f\" 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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/Types-of-Website-Data-You-Can-Extract_converted.webp\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Types of Website Data You Can Extract_converted\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NTA1NDIsInVybCI6Imh0dHBzOlwvXC9vdXRzY3JhcGVyLmNvbVwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyNlwvMTBcL1R5cGVzLW9mLVdlYnNpdGUtRGF0YS1Zb3UtQ2FuLUV4dHJhY3RfY29udmVydGVkLndlYnAifQ%3D%3D\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"750\" height=\"422\" src=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/Types-of-Website-Data-You-Can-Extract_converted-1024x576.webp\" class=\"attachment-large size-large wp-image-50542\" alt=\"Examples of structured data that can be extracted from websites\" srcset=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/Types-of-Website-Data-You-Can-Extract_converted-1024x576.webp 1024w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/Types-of-Website-Data-You-Can-Extract_converted-300x169.webp 300w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/Types-of-Website-Data-You-Can-Extract_converted-768x432.webp 768w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/Types-of-Website-Data-You-Can-Extract_converted-1536x864.webp 1536w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/Types-of-Website-Data-You-Can-Extract_converted-18x10.webp 18w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/Types-of-Website-Data-You-Can-Extract_converted.webp 1672w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Websites can contain structured business, product, review, contact, and listing data.<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-b938424 e-flex e-con-boxed e-con e-parent\" data-id=\"b938424\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-4ea5a15 e-con-full e-flex e-con e-child\" data-id=\"4ea5a15\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-6d2de73 e-con-full e-flex e-con e-child\" data-id=\"6d2de73\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-77c541a e-con-full e-flex e-con e-child\" data-id=\"77c541a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7d2fb77 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"7d2fb77\" 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<div class=\"elementor-heading-title elementor-size-default\">Need Structured Data From a Specific Source?<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2baadfd elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"2baadfd\" 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 data-pm-slice=\"1 1 []\"><strong>Outscraper<\/strong> offers scraping tools for business listings, reviews, products, directories, and public contact data.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-70e58ca e-con-full e-flex e-con e-child\" data-id=\"70e58ca\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-36761ac elementor-widget elementor-widget-button\" data-id=\"36761ac\" 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-sm\" href=\"https:\/\/outscraper.com\/services\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">View Outscraper Services<\/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>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-62769b70 e-flex e-con-boxed e-con e-parent\" data-id=\"62769b70\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2089bdcb elementor-widget elementor-widget-heading\" data-id=\"2089bdcb\" 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\">Why Some Websites Are Harder to Scrape Than Others<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5078aea5 elementor-widget elementor-widget-text-editor\" data-id=\"5078aea5\" 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 data-pm-slice=\"1 1 []\"><span>Two websites can show similar information but require very different extraction methods. The difficulty usually comes from how the page loads content, how records are spread across the site, and how consistent the page structure is.<\/span><\/p>\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-24f7acdc elementor-widget elementor-widget-heading\" data-id=\"24f7acdc\" 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<h3 class=\"elementor-heading-title elementor-size-default\">JavaScript-Rendered Content<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-23d37c1d elementor-widget elementor-widget-text-editor\" data-id=\"23d37c1d\" 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 data-pm-slice=\"1 1 []\"><span>Some websites do not place all visible information in the initial HTML. Instead, JavaScript loads part of the page after the first request.<\/span><\/p><p><span>A simple scraper may collect the page but still miss the fields a user can see in the browser. In these cases, the extraction method needs to account for content that appears after the page loads.<\/span><\/p>\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-9abf9ad elementor-widget elementor-widget-heading\" data-id=\"9abf9ad\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Pagination and Infinite Scrolling<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee62c52 elementor-widget elementor-widget-text-editor\" data-id=\"ee62c52\" 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 data-pm-slice=\"1 1 []\"><span>A listing may contain hundreds of records, but only a small number appear on the first page.<\/span><\/p><p><span>Pagination divides those records across multiple URLs or page states. Infinite scrolling loads more results as the visitor moves down the page.<\/span><\/p><p><span>Both require the scraper to keep requesting or loading additional records instead of stopping after the first visible set.<\/span><\/p>\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-f532d16 elementor-widget elementor-widget-heading\" data-id=\"f532d16\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Different Page Layouts<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4883056 elementor-widget elementor-widget-text-editor\" data-id=\"4883056\" 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 data-pm-slice=\"1 1 []\"><span>Not every page on the same website follows the same structure.<\/span><\/p><p><span>For example, some product pages may include a price, rating, and availability field, while others use a different layout or leave certain fields out entirely.<\/span><\/p><p><span>Extraction rules that work on one page may therefore need to handle several variations.<\/span><\/p>\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-e4755dd elementor-widget elementor-widget-heading\" data-id=\"e4755dd\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Missing or Inconsistent Fields<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b838070 elementor-widget elementor-widget-text-editor\" data-id=\"b838070\" 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 data-pm-slice=\"1 1 []\"><span>Website records are rarely complete across every page.<\/span><\/p><p><span>A business profile may show a phone number but no email address. One product may have a rating while another has no reviews yet.<\/span><\/p><p><span>The scraper needs to preserve the record even when some expected fields are missing.<\/span><\/p>\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-ff8da7f elementor-widget elementor-widget-heading\" data-id=\"ff8da7f\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Changing Website Structures<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a8483ae elementor-widget elementor-widget-text-editor\" data-id=\"a8483ae\" 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 data-pm-slice=\"1 1 []\"><span>Websites are updated over time. A redesigned page, renamed element, or changed loading behavior can break an extraction setup that previously worked.<\/span><\/p><p><span>This is one reason recurring website extraction usually requires more maintenance than a one-time job. The more pages and page types involved, the more important it becomes to check whether the output remains consistent.<\/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\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-06fbf13 e-flex e-con-boxed e-con e-parent\" data-id=\"06fbf13\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-da474f4 elementor-button-success elementor-align-center gm_data_signup elementor-widget elementor-widget-button\" data-id=\"da474f4\" 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:\/\/auth.outscraper.com\/signup?redirect=\/googleMaps\" 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-sign-in-alt\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Promo Code: SIGNUPBONUS<\/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\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-2aaf9737 e-flex e-con-boxed e-con e-parent\" data-id=\"2aaf9737\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-361126b4 elementor-widget elementor-widget-heading\" data-id=\"361126b4\" 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\">Ways to Extract Structured Data From a Website<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-12963d13 elementor-widget elementor-widget-text-editor\" data-id=\"12963d13\" 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 data-pm-slice=\"1 1 []\"><span>There is no single extraction method that fits every website. The right approach depends on how the page is built, how much data you need, and whether the process will run once or repeatedly.<\/span><\/p>\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-68cbf3d5 elementor-widget elementor-widget-heading\" data-id=\"68cbf3d5\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Visual and No-Code Extraction<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6b8dce86 elementor-widget elementor-widget-text-editor\" data-id=\"6b8dce86\" 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 data-pm-slice=\"1 1 []\"><span>Visual scrapers let users select the fields they want directly from a webpage without writing code.<\/span><\/p><p><span>This works well for simpler pages with repeated layouts, such as directories, product listings, or tables. It is also useful when the extraction job is small or when a non-technical user needs to set up the workflow.<\/span><\/p>\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-1b6eb4c6 elementor-widget elementor-widget-heading\" data-id=\"1b6eb4c6\" 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<h3 class=\"elementor-heading-title elementor-size-default\">HTML and CSS Selector Extraction\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4963e234 elementor-widget elementor-widget-text-editor\" data-id=\"4963e234\" 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 data-pm-slice=\"1 1 []\"><span>Many scrapers identify page elements through HTML structure, <a href=\"https:\/\/developer.mozilla.org\/en-US\/docs\/Web\/CSS\/Guides\/Selectors\" target=\"_blank\" rel=\"noopener\"><strong>CSS selectors<\/strong><\/a>, or similar rules.<\/span><\/p><p><span>This approach gives more control over which fields are collected and works well when the target pages follow a consistent layout.<\/span><\/p><p><span>Its main weakness is maintenance. If the website changes its page structure, the selectors may need to be updated.<\/span><\/p>\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-27a00f38 elementor-widget elementor-widget-heading\" data-id=\"27a00f38\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Custom Code\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33c721d0 elementor-widget elementor-widget-text-editor\" data-id=\"33c721d0\" 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 data-pm-slice=\"1 1 []\"><span>Developers can build their own extraction logic using languages such as Python or JavaScript.<\/span><\/p><p><span>Custom code is useful when the website has unusual behavior, the data needs special processing, or the extraction must connect closely with another system.<\/span><\/p><p><span>The tradeoff is that the team also takes responsibility for testing, maintenance, error handling, and changes to the website.<\/span><\/p>\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-b66c9ec elementor-widget elementor-widget-heading\" data-id=\"b66c9ec\" 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<h3 class=\"elementor-heading-title elementor-size-default\">APIs<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-03f456b elementor-widget elementor-widget-text-editor\" data-id=\"03f456b\" 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 data-pm-slice=\"1 1 []\"><span>Some workflows can collect website data through an API instead of managing the extraction logic directly.<\/span><\/p><p><span>An API can be useful when the data needs to feed an application, database, or recurring workflow. Developers using Outscraper can refer to the <\/span><a href=\"https:\/\/docs.outscraper.com\/endpoints\/universal-scraper\/\"><strong><span>Universal Scraper API documentation<\/span><\/strong><\/a><span> for the available parameters, responses, and request examples.<\/span><\/p><p data-pm-slice=\"1 1 []\"><span>For location-based business data, Outscraper\u2019s <\/span><a href=\"https:\/\/outscraper.com\/google-maps-api\/\"><strong><span>Google Maps Places API<\/span><\/strong><\/a><span> can be used to request structured place and business information for applications, databases, or recurring workflows.<\/span><\/p><p><span>The available fields, limits, and behavior depend on the API being used.<\/span><\/p>\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-0881b3b elementor-widget elementor-widget-heading\" data-id=\"0881b3b\" 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<h3 class=\"elementor-heading-title elementor-size-default\">AI-Assisted Extraction<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae54464 elementor-widget elementor-widget-text-editor\" data-id=\"ae54464\" 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 data-pm-slice=\"1 1 []\"><span>AI-assisted extraction can identify fields based on the information a user asks for rather than relying only on fixed selectors.<\/span><\/p><p><span>This can help when pages have less consistent layouts or when defining every extraction rule manually would take too much time.<\/span><\/p><p><span>The <\/span><a href=\"https:\/\/outscraper.com\/universal-ai-scraper-guide\/\"><strong><span>Universal AI Scraper guide<\/span><\/strong><\/a><span> shows how Outscraper applies this approach to extracting selected fields from website URLs.<\/span><\/p><p><span>It still needs testing. AI-based extraction should be checked for missing fields, incorrect values, and inconsistent outputs before it is used at scale.<\/span><\/p>\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-4ce4507 elementor-widget elementor-widget-heading\" data-id=\"4ce4507\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Examples of AI-Assisted Website Data Extraction<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e62aaac elementor-widget elementor-widget-text-editor\" data-id=\"e62aaac\" 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>AI-assisted extraction can be used for different types of pages, depending on the information available on the website.<\/p><p><strong><span>Business directory example<\/span><\/strong><br \/><span>For a business directory, you might request fields such as business name, website, phone number, category, and address.<\/span><\/p><p><strong><span>Product page example<\/span><\/strong><br \/><span>For product pages, the requested fields could include product name, price, availability, rating, and product URL.<\/span><\/p><p><strong><span>Article or listing example<\/span><\/strong><br \/><span>For content or listing pages, you might extract fields such as title, author, publication date, category, and page URL.<\/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\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-aeb7f40 e-flex e-con-boxed e-con e-parent\" data-id=\"aeb7f40\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-fb0b0b3 e-con-full e-flex e-con e-child\" data-id=\"fb0b0b3\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-cd855d0 e-grid e-con-full e-con e-child\" data-id=\"cd855d0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-61244ba elementor-widget elementor-widget-image\" data-id=\"61244ba\" 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 loading=\"lazy\" decoding=\"async\" width=\"1254\" height=\"1254\" src=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/universal-ai-web-scraper-structured-data-extraction.webp\" class=\"attachment-full size-full wp-image-50590\" alt=\"Universal AI-Powered Web Scraper extracting selected website fields into structured data\" srcset=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/universal-ai-web-scraper-structured-data-extraction.webp 1254w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/universal-ai-web-scraper-structured-data-extraction-300x300.webp 300w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/universal-ai-web-scraper-structured-data-extraction-1024x1024.webp 1024w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/universal-ai-web-scraper-structured-data-extraction-150x150.webp 150w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/universal-ai-web-scraper-structured-data-extraction-768x768.webp 768w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/universal-ai-web-scraper-structured-data-extraction-12x12.webp 12w\" sizes=\"(max-width: 1254px) 100vw, 1254px\" \/>\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<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-0dc4f70 e-con-full e-flex e-con e-child\" data-id=\"0dc4f70\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-becf587 elementor-widget elementor-widget-heading\" data-id=\"becf587\" 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<div class=\"elementor-heading-title elementor-size-default\">Need to Extract Specific Fields From a Website?<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2e535ab elementor-widget elementor-widget-text-editor\" data-id=\"2e535ab\" 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 data-pm-slice=\"1 1 []\">Use Outscraper\u2019s <strong>Universal AI-Powered Web Scraper<\/strong> to collect the fields you need from website pages and return them as structured data.<\/p>\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-d718151 elementor-widget elementor-widget-button\" data-id=\"d718151\" 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-sm\" href=\"https:\/\/auth.outscraper.com\/universal-scraper\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Try Universal AI-Powered Web Scraper<\/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>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-4ec6969 e-flex e-con-boxed e-con e-parent\" data-id=\"4ec6969\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-59f5bb72 elementor-widget elementor-widget-heading\" data-id=\"59f5bb72\" 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\">How to Choose the Right Website Data Extraction Method<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-811c400 elementor-widget elementor-widget-text-editor\" data-id=\"811c400\" 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 data-pm-slice=\"1 1 []\"><span>The best extraction method depends on the website, the amount of data involved, and how often the process needs to run. A simple page may only need a visual scraper, while a large or recurring job may require code, an API, or a managed extraction service.<\/span><\/p>\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-4cf49a5 elementor-widget elementor-widget-image\" data-id=\"4cf49a5\" 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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/choose-website-data-extraction-method.webp\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"choose-website-data-extraction-method\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NTA1NDYsInVybCI6Imh0dHBzOlwvXC9vdXRzY3JhcGVyLmNvbVwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyNlwvMTBcL2Nob29zZS13ZWJzaXRlLWRhdGEtZXh0cmFjdGlvbi1tZXRob2Qud2VicCJ9\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"750\" height=\"422\" src=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/choose-website-data-extraction-method-1024x576.webp\" class=\"attachment-large size-large wp-image-50546\" alt=\"How to choose a website data extraction method\" srcset=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/choose-website-data-extraction-method-1024x576.webp 1024w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/choose-website-data-extraction-method-300x169.webp 300w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/choose-website-data-extraction-method-768x432.webp 768w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/choose-website-data-extraction-method-1536x864.webp 1536w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/choose-website-data-extraction-method-18x10.webp 18w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/10\/choose-website-data-extraction-method.webp 1672w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">The right extraction method depends on the website structure, scale, frequency, and maintenance requirements.<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\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-479fcaa3 elementor-widget elementor-widget-heading\" data-id=\"479fcaa3\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Match the Method to the Website<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-610b00e9 elementor-widget elementor-widget-text-editor\" data-id=\"610b00e9\" 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 data-pm-slice=\"1 1 []\"><span>Start with the way the website presents its data.<\/span><\/p><p><span>A page with a stable layout and repeated fields may work well with selectors or a no-code scraper. A site that relies heavily on JavaScript, dynamic loading, or changing layouts may need a more flexible approach.<\/span><\/p><p><span>The more complex the page behavior, the more important it is to test the method before scaling the extraction.<\/span><\/p>\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-7d03db93 elementor-widget elementor-widget-heading\" data-id=\"7d03db93\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Consider Scale, Frequency, and Maintenance<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2e28583d elementor-widget elementor-widget-text-editor\" data-id=\"2e28583d\" 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 data-pm-slice=\"1 1 []\"><span>A method that works for 20 pages may not be the best choice for 20,000.<\/span><\/p><p><span>For a one-time extraction, manual setup may be acceptable. For recurring collection, maintenance becomes a bigger part of the decision.<\/span><\/p><p><span>Consider:<\/span><\/p><ul><li><span>how many pages need to be processed<\/span><\/li><li><span>how often the data needs to be refreshed<\/span><\/li><li><span>whether the page structure changes often<\/span><\/li><li><span>how much monitoring the workflow requires<\/span><\/li><li><span>whether your team can maintain custom scraping logic<\/span><\/li><\/ul><p><span>The larger and more frequent the job, the more valuable it becomes to reduce manual checks and repeated setup.<\/span><\/p>\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-8cb7fd7 elementor-widget elementor-widget-heading\" data-id=\"8cb7fd7\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Check Output and Data-Use Requirements\n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-32498d95 elementor-widget elementor-widget-text-editor\" data-id=\"32498d95\" 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 data-pm-slice=\"1 1 []\"><span>The extraction method should also fit what happens after the data is collected.<\/span><\/p><p><span>If the results need to move into a spreadsheet, database, application, or automated workflow, check whether the method supports the required output and structure.<\/span><\/p><p><span>It is also important to review the website&#8217;s access rules, the type of information being collected, and the requirements that apply to how the data will be used.<\/span><\/p><p data-pm-slice=\"1 1 []\"><span>When extracting website data, also check whether the information is publicly accessible, whether the site has terms or access restrictions that apply, and whether privacy or data-protection rules affect how the collected information can be stored or used. Requirements can vary by website, data type, intended use, and jurisdiction.<\/span><\/p><p><span>A good extraction method should fit both the website and the workflow that comes after it.<\/span><\/p>\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-e3caf58 elementor-widget elementor-widget-heading\" data-id=\"e3caf58\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Where Outscraper Fits Into a Website Data Extraction Workflow<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2601f71 elementor-widget elementor-widget-text-editor\" data-id=\"2601f71\" 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 data-pm-slice=\"1 1 []\"><span>Building your own scraper gives you control, but it also means handling testing, maintenance, page changes, and failed extraction jobs yourself.<\/span><\/p><p data-pm-slice=\"1 1 []\"><span>Teams comparing the <\/span><strong><span>best data scraper<\/span><\/strong><span> for a project should look at the data source, required fields, scale, refresh frequency, and how much scraping infrastructure they want to maintain.<\/span><\/p><p><span>Outscraper provides scraping tools and APIs for collecting structured public data from websites and online directories, including source-specific options for platforms such as Google Maps, Google Maps Reviews, Amazon, Trustpilot, and Yellow Pages.<\/span><\/p><p><span>For broader website extraction, Outscraper\u2019s <\/span><a href=\"https:\/\/outscraper.com\/universal-ai-scraper\/\"><strong><span>Universal AI-Powered Web Scraper<\/span><\/strong><\/a><span> can be used when you need structured data without maintaining the full scraping setup internally.<\/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\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-6a2bbe0 e-flex e-con-boxed e-con e-parent\" data-id=\"6a2bbe0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-c6551b8 e-con-full e-flex e-con e-child\" data-id=\"c6551b8\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-d0b5768 e-con-full e-flex e-con e-child\" data-id=\"d0b5768\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cba0f4a elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"cba0f4a\" 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<div class=\"elementor-heading-title elementor-size-default\">Prefer an AI-Based Extraction Method?<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4efd3cb elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"4efd3cb\" 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 data-pm-slice=\"1 1 []\">If your website extraction project involves defined fields and multiple pages, Outscraper\u2019s Universal AI-Powered Web Scraper can be one option to consider.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-a6a6c2b e-con-full e-flex e-con e-child\" data-id=\"a6a6c2b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-af8599b elementor-widget elementor-widget-button\" data-id=\"af8599b\" 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-sm\" href=\"https:\/\/auth.outscraper.com\/universal-scraper\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Try Universal AI-Powered Web Scraper<\/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>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-4d8275f4 e-flex e-con-boxed e-con e-parent\" data-id=\"4d8275f4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-164f13e5 elementor-widget elementor-widget-heading\" data-id=\"164f13e5\" 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\">How a Data Scraper Extracts Data From a Website<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-301a97e1 elementor-widget elementor-widget-text-editor\" data-id=\"301a97e1\" 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 data-pm-slice=\"1 1 []\"><span>A <\/span><strong><span>data scraper<\/span><\/strong><span> works by reading a webpage, locating the information it has been told to collect, and turning those values into structured records.<\/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\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-1e0b95b e-flex e-con-boxed e-con e-parent\" data-id=\"1e0b95b\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-37f9bdfe elementor-widget elementor-widget-heading\" data-id=\"37f9bdfe\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Loading the Page<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-692b303e elementor-widget elementor-widget-text-editor\" data-id=\"692b303e\" 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 data-pm-slice=\"1 1 []\"><span>The scraper first needs access to the webpage content.<\/span><\/p><p><span>For simpler sites, the required information may already be present in the HTML returned by the server. Other sites load part of the content later through JavaScript or additional requests.<\/span><\/p><p><span>How the page loads affects what the scraper can see and when the data becomes available.<\/span><\/p>\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-26ad8fd elementor-widget elementor-widget-heading\" data-id=\"26ad8fd\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Finding the Right Page Elements<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a0b310a elementor-widget elementor-widget-text-editor\" data-id=\"5a0b310a\" 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 data-pm-slice=\"1 1 []\"><span>Once the page is available, the scraper needs to identify the elements that contain the required fields.<\/span><\/p><p><span>That might include:<\/span><\/p><ul><li><span>a product title<\/span><\/li><li><span>a price<\/span><\/li><li><span>a business name<\/span><\/li><li><span>a review rating<\/span><\/li><li><span>a phone number<\/span><\/li><li><span>a link<\/span><\/li><li><span>a table row<\/span><\/li><\/ul><p><span>Depending on the method, those fields can be identified through selectors, page structure, extraction rules, or AI-assisted instructions.<\/span><\/p>\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-97d036f elementor-widget elementor-widget-heading\" data-id=\"97d036f\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Extracting the Values<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cee7525 elementor-widget elementor-widget-text-editor\" data-id=\"cee7525\" 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 data-pm-slice=\"1 1 []\"><span>The scraper then collects the values from those elements.<\/span><\/p><p><span>For example, a product page might return:<\/span><\/p><ul><li><span>product name: Example Product<\/span><\/li><li><span>price: $49<\/span><\/li><li><span>rating: 4.6<\/span><\/li><li><span>availability: In stock<\/span><\/li><\/ul><p><span>The same extraction rules can then be applied across similar pages if the structure remains consistent.<\/span><\/p>\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-599af64 elementor-widget elementor-widget-heading\" data-id=\"599af64\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Turning the Results Into Structured Records<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bab5c13 elementor-widget elementor-widget-text-editor\" data-id=\"bab5c13\" 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 data-pm-slice=\"1 1 []\"><span>Raw webpage content is not very useful on its own. The extracted values need to be organized into consistent fields so each record follows the same structure.<\/span><\/p><p><span>For a product page, the output might look like this:<\/span><\/p>\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-31b84e3 elementor-widget elementor-widget-shortcode\" data-id=\"31b84e3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\"><div style=\"overflow-x:auto;\">\n  <table style=\"width:100%; border-collapse:collapse; font-family:inherit;\">\n    <thead>\n      <tr style=\"background-color:#2563EB; color:#ffffff;\">\n        <th style=\"padding:12px; text-align:left; border:1px solid #d9e2f2;\">Product Name<\/th>\n        <th style=\"padding:12px; text-align:left; border:1px solid #d9e2f2;\">Price<\/th>\n        <th style=\"padding:12px; text-align:left; border:1px solid #d9e2f2;\">Rating<\/th>\n        <th style=\"padding:12px; text-align:left; border:1px solid #d9e2f2;\">Availability<\/th>\n        <th style=\"padding:12px; text-align:left; border:1px solid #d9e2f2;\">Product URL<\/th>\n      <\/tr>\n    <\/thead>\n    <tbody>\n      <tr>\n        <td style=\"padding:12px; border:1px solid #e5e7eb;\">Example Product A<\/td>\n        <td style=\"padding:12px; border:1px solid #e5e7eb;\">$49<\/td>\n        <td style=\"padding:12px; border:1px solid #e5e7eb;\">4.6<\/td>\n        <td style=\"padding:12px; border:1px solid #e5e7eb;\">In stock<\/td>\n        <td style=\"padding:12px; border:1px solid #e5e7eb;\">example.com\/product-a<\/td>\n      <\/tr>\n      <tr>\n        <td style=\"padding:12px; border:1px solid #e5e7eb;\">Example Product B<\/td>\n        <td style=\"padding:12px; border:1px solid #e5e7eb;\">$72<\/td>\n        <td style=\"padding:12px; border:1px solid #e5e7eb;\">4.3<\/td>\n        <td style=\"padding:12px; border:1px solid #e5e7eb;\">Out of stock<\/td>\n        <td style=\"padding:12px; border:1px solid #e5e7eb;\">example.com\/product-b<\/td>\n      <\/tr>\n      <tr>\n        <td style=\"padding:12px; border:1px solid #e5e7eb;\">Example Product C<\/td>\n        <td style=\"padding:12px; border:1px solid #e5e7eb;\">$35<\/td>\n        <td style=\"padding:12px; border:1px solid #e5e7eb;\">4.8<\/td>\n        <td style=\"padding:12px; border:1px solid #e5e7eb;\">In stock<\/td>\n        <td style=\"padding:12px; border:1px solid #e5e7eb;\">example.com\/product-c<\/td>\n      <\/tr>\n    <\/tbody>\n  <\/table>\n<\/div><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9000b3c elementor-widget elementor-widget-text-editor\" data-id=\"9000b3c\" 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 data-pm-slice=\"1 1 []\"><span>Once the fields are structured, the records can be exported, analyzed, stored in a database, or passed into another workflow.<\/span><\/p><p><span>The reliability of the final dataset depends on how consistently the scraper can find the same fields across all target pages.<\/span><\/p>\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-f48f060 elementor-widget elementor-widget-heading\" data-id=\"f48f060\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Final Checklist Before You Extract Data From a Website<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a22a778 elementor-widget elementor-widget-text-editor\" data-id=\"a22a778\" 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<ol><li>Define the fields you need.<\/li><li>Find the right pages or URLs.<\/li><li>Check how the site loads the data.\u00a0<\/li><li>Choose the extraction method.<\/li><li>Test a small sample.<\/li><li>Validate the records.<\/li><li>Confirm the output format and data-use requirements.<\/li><\/ol>\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\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-5cc4d53e e-flex e-con-boxed e-con e-parent\" data-id=\"5cc4d53e\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-477a183d e-con-full e-flex e-con e-child\" data-id=\"477a183d\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-39308690 elementor-widget elementor-widget-heading\" data-id=\"39308690\" 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<div class=\"elementor-heading-title elementor-size-default\">Start Extracting Website Data With Outscraper<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-546fc593 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"546fc593\" 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 data-pm-slice=\"1 1 []\"><span>Need a <\/span><strong><span>data scraper<\/span><\/strong><span> for your website extraction project? Outscraper helps you collect structured public data from websites, directories, listings, and reviews without managing the full scraping setup yourself.<\/span><\/p>\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-7ac95a70 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"7ac95a70\" 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-sm\" href=\"https:\/\/auth.outscraper.com\/signup\" target=\"_blank\" id=\"finalSignUp\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Sign Up 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>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div data-particle_enable=\"false\" data-particle-mobile-disabled=\"false\" class=\"elementor-element elementor-element-579561aa e-flex e-con-boxed e-con e-parent\" data-id=\"579561aa\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-71205594 elementor-widget elementor-widget-template\" data-id=\"71205594\" 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<div class=\"elementor-element elementor-element-7b50b81f elementor-widget elementor-widget-toggle\" data-id=\"7b50b81f\" 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-2061\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-2061\" 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 a website data scraper?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2061\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-2061\"><p data-pm-slice=\"1 1 []\"><span>A website data scraper collects specific information from webpages and converts it into structured records. Depending on the page, that can include text, prices, links, reviews, contact details, tables, listings, or other visible fields.<\/span><\/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-2062\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-2062\" 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\">Can I extract website data without coding?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2062\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-2062\"><p data-pm-slice=\"1 1 []\"><span>Yes. No-code and visual scraping tools let users select fields from a webpage without writing a script. These methods work best when the target pages follow a clear and repeated structure.<\/span><\/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-2063\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-2063\" 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\">Can a data scraper collect information from multiple pages?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2063\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-2063\"><p data-pm-slice=\"1 1 []\"><span>Yes. A scraper can move through multiple URLs, listing pages, pagination, or linked detail pages. The setup needs to account for how the website organizes and loads those pages.<\/span><\/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-2064\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-2064\" 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 difference between web scraping and an API?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2064\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-2064\"><p data-pm-slice=\"1 1 []\"><span>Web scraping collects information from webpages, while an API provides structured data through a defined interface. APIs are often easier to integrate into applications, but the available fields depend on what the provider exposes.<\/span><\/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-2065\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-2065\" 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\">Can scraped website data be exported to Excel or CSV?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2065\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-2065\"><p data-pm-slice=\"1 1 []\"><span>Yes, if the extraction tool supports those formats. CSV and Excel are common choices when the data needs to be reviewed, filtered, cleaned, or shared in a spreadsheet.<\/span><\/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-2066\" class=\"elementor-tab-title\" data-tab=\"6\" role=\"button\" aria-controls=\"elementor-tab-content-2066\" 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\">Why does a data scraper sometimes miss information?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-2066\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"6\" role=\"region\" aria-labelledby=\"elementor-tab-title-2066\"><p data-pm-slice=\"1 1 []\"><span>Missing data can happen when content loads through JavaScript, fields are absent from some pages, layouts vary, or the website changes its structure. Testing several pages before running a larger extraction can help identify these issues early.<\/span><\/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 a website data scraper?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p data-pm-slice=\\\"1 1 []\\\"><span>A website data scraper collects specific information from webpages and converts it into structured records. Depending on the page, that can include text, prices, links, reviews, contact details, tables, listings, or other visible fields.<\\\/span><\\\/p>\"}},{\"@type\":\"Question\",\"name\":\"Can I extract website data without coding?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p data-pm-slice=\\\"1 1 []\\\"><span>Yes. No-code and visual scraping tools let users select fields from a webpage without writing a script. 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Testing several pages before running a larger extraction can help identify these issues early.<\\\/span><\\\/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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Bir veri kaz\u0131y\u0131c\u0131s\u0131n\u0131n web sitelerinden yap\u0131land\u0131r\u0131lm\u0131\u015f verileri nas\u0131l toplad\u0131\u011f\u0131n\u0131, hangi bilgilerin \u00e7\u0131kar\u0131labilece\u011fini, baz\u0131 sitelerin neden kaz\u0131nmas\u0131n\u0131n daha zor oldu\u011funu ve i\u015f ak\u0131\u015f\u0131n\u0131z i\u00e7in do\u011fru veri \u00e7\u0131karma y\u00f6ntemini nas\u0131l se\u00e7ece\u011finizi 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