{"id":41287,"date":"2026-04-13T11:27:29","date_gmt":"2026-04-13T08:27:29","guid":{"rendered":"https:\/\/outscraper.com\/?p=41287"},"modified":"2026-04-28T13:02:05","modified_gmt":"2026-04-28T10:02:05","slug":"custom-data-extraction","status":"publish","type":"post","link":"https:\/\/outscraper.com\/vi\/custom-data-extraction\/","title":{"rendered":"H\u01b0\u1edbng d\u1eabn API: C\u00e1ch x\u00e2y d\u1ef1ng c\u00e1c \u1ee9ng d\u1ee5ng tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u t\u00f9y ch\u1ec9nh"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"41287\" class=\"elementor elementor-41287\" 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-29c32d1 e-flex e-con-boxed e-con e-parent\" data-id=\"29c32d1\" 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-20c5f37 elementor-toc--minimized-on-tablet elementor-widget elementor-widget-table-of-contents\" data-id=\"20c5f37\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;headings_by_tags&quot;:[&quot;h2&quot;,&quot;h3&quot;],&quot;exclude_headings_by_selector&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__20c5f37\" 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__20c5f37\" 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__20c5f37\" 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-91aaf0a e-flex e-con-boxed e-con e-parent\" data-id=\"91aaf0a\" 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-948d5a9 elementor-widget elementor-widget-text-editor\" data-id=\"948d5a9\" 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>We pulled more than 3,000 business records using a basic scraper for a custom data extraction project. For the first few days it worked but then the structure change. Request failed, key fields disappeared, and the dataset became unreliable.<\/p><p>This is the core problem with manual scraping: it doesn\u2019t fail once but it fails continuously.<\/p><p>That\u2019s why more teams are shifting toward custom data extraction using APIs instead of maintaining fragile scripts. The API management market is projected to reach <a href=\"https:\/\/scoop.market.us\/api-management-statistics\/\" target=\"_blank\" rel=\"noopener\">$15.88 billion by 2027<\/a>, reflecting this move toward stable, programmatic data access as businesses move away from manual data collection.<\/p><p>Instead of maintaining fragile scripts, you can connect directly to tools like <a href=\"https:\/\/outscraper.com\/google-maps-api\/\" target=\"_blank\" rel=\"noopener\"><strong>Outscraper API<\/strong> <\/a>and request structured business data wherenever you need it. You don&#8217;t have to deal with proxies, CAPTCHAs, or constant fixes.<\/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-3b477d0 elementor-widget elementor-widget-image\" data-id=\"3b477d0\" 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\/04\/Oustcraper-API-Guide-How-to-Build-Custom-Data-Extraction-Applications.webp\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Oustcraper API Guide How to Build Custom Data Extraction Applications\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NDIwMzgsInVybCI6Imh0dHBzOlwvXC9vdXRzY3JhcGVyLmNvbVwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyNlwvMDRcL091c3RjcmFwZXItQVBJLUd1aWRlLUhvdy10by1CdWlsZC1DdXN0b20tRGF0YS1FeHRyYWN0aW9uLUFwcGxpY2F0aW9ucy53ZWJwIn0%3D\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"750\" height=\"500\" src=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Oustcraper-API-Guide-How-to-Build-Custom-Data-Extraction-Applications-1024x683.webp\" class=\"attachment-large size-large wp-image-42038\" alt=\"Outscraper API Guide How to build custom data extraction application\" srcset=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Oustcraper-API-Guide-How-to-Build-Custom-Data-Extraction-Applications-1024x683.webp 1024w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Oustcraper-API-Guide-How-to-Build-Custom-Data-Extraction-Applications-300x200.webp 300w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Oustcraper-API-Guide-How-to-Build-Custom-Data-Extraction-Applications-768x512.webp 768w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Oustcraper-API-Guide-How-to-Build-Custom-Data-Extraction-Applications-1536x1024.webp 1536w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Oustcraper-API-Guide-How-to-Build-Custom-Data-Extraction-Applications-18x12.webp 18w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Oustcraper-API-Guide-How-to-Build-Custom-Data-Extraction-Applications-360x240.webp 360w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Oustcraper-API-Guide-How-to-Build-Custom-Data-Extraction-Applications.webp 1920w\" 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\">Learn how to create your first Custom Data Extraction tools using Outscraper API<\/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-bc9d2f1 elementor-button-success elementor-align-center elementor-widget elementor-widget-button\" data-id=\"bc9d2f1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/app.outscraper.com\/signup?redirect=\/profile\" 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-arrow-right\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Free to Try<\/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-491056f e-flex e-con-boxed e-con e-parent\" data-id=\"491056f\" 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-0a781d8 elementor-widget elementor-widget-heading\" data-id=\"0a781d8\" 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 Start a Custom Data Extraction with Outscraper API<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f301e88 elementor-widget elementor-widget-text-editor\" data-id=\"f301e88\" 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>To start a custom data extraction, you don\u2019t need to build your own scraper infrastructure. The fastest way is to connect directly to the Outscraper API and let it handle data collection, anti-blocking, and scaling.<\/p><p>Most developers get stuck at this stage because they try to solve proxy rotation, headers, and request limits manually. That usually leads to 403 errors and unstable scripts.<\/p><p>With Outscraper, you can skip that entire layer and focus on extracting structured data. Before sending your first request, it helps to understand one basic idea: <strong>what an API does.<\/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-4a64a27 elementor-widget elementor-widget-heading\" data-id=\"4a64a27\" 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\">Step 1: Understand What the Outscraper API Does<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d7c2016 elementor-widget elementor-widget-text-editor\" data-id=\"d7c2016\" 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>An Application Programming Interface (API) is a way for one application to ask another application for data. In simple terms, your script sends a request, and the API sends it back the results.\u00a0<\/p><p>With Outscraper, that means you can request business data from sources like Google Maps without building your own scraper from scratch.\u00a0<\/p><p>You only need to understand these 5 simple concepts before getting started:<\/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-e1a3b17 elementor-widget elementor-widget-shortcode\" data-id=\"e1a3b17\" 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=\"font-family: Arial, sans-serif; border:1px solid #e6e9ef; border-radius:16px; padding:20px; background:#ffffff;\">\n\n  <div style=\"display:grid; grid-template-columns:1fr 1fr; gap:12px;\">\n\n    <div style=\"background:#f4f7ff; padding:14px; border-radius:12px; border:1px solid #dbe4ff;\">\n      <strong style=\"color:#2563eb;\">API<\/strong><br>\n      <span style=\"color:#555;\">Get data automatically<\/span>\n    <\/div>\n\n    <div style=\"background:#f4f7ff; padding:14px; border-radius:12px; border:1px solid #dbe4ff;\">\n      <strong style=\"color:#2563eb;\">Outscraper API<\/strong><br>\n      <span style=\"color:#555;\">Extract business data from Google Maps<\/span>\n    <\/div>\n\n    <div style=\"background:#f4f7ff; padding:14px; border-radius:12px; border:1px solid #dbe4ff;\">\n      <strong style=\"color:#2563eb;\">Endpoint<\/strong><br>\n      <span style=\"color:#555;\">Where requests are sent<\/span>\n    <\/div>\n\n    <div style=\"background:#f4f7ff; padding:14px; border-radius:12px; border:1px solid #dbe4ff;\">\n      <strong style=\"color:#2563eb;\">Query<\/strong><br>\n      <span style=\"color:#555;\">What you search<\/span>\n    <\/div>\n\n    <div style=\"background:#eef2ff; padding:14px; border-radius:12px; border:1px solid #c7d2fe; grid-column: span 2;\">\n      <strong style=\"color:#1d4ed8;\">Structured Results<\/strong><br>\n      <span style=\"color:#444;\">Clean data you can use (names, addresses, phones, websites)<\/span>\n    <\/div>\n\n  <\/div>\n\n  <div style=\"margin-top:18px; padding:16px; background:#f8faff; border-radius:14px; border:1px dashed #c7d2fe; text-align:center;\">\n\n    <div style=\"font-size:14px; color:#444;\">\n      <strong style=\"color:#2563eb;\">Query<\/strong> \u2192 \n      <strong style=\"color:#2563eb;\">Outscraper API<\/strong> \u2192 \n      <strong style=\"color:#2563eb;\">Structured Results<\/strong>\n    <\/div>\n\n  <\/div>\n\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-27f302c elementor-widget elementor-widget-heading\" data-id=\"27f302c\" 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\">Step 2: Generate Your API Key<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a7b10fc elementor-widget elementor-widget-text-editor\" data-id=\"a7b10fc\" 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 dir=\"ltr\"><span>1. <a href=\"https:\/\/app.outscraper.cloud\/login\" target=\"_blank\" rel=\"noopener\"><strong>Log in<\/strong><\/a> to your Outscraper account. <a href=\"https:\/\/outscraper.com\/refer?referrer=ZGRkNGEwZWNmM2MyNDg1MDhmZDRmODkxNDUxZWQ4NDI=\" target=\"_blank\" rel=\"noopener\"><strong>Sign up<\/strong><\/a> if you don&#8217;t have an account yet.<\/span><\/p><p dir=\"ltr\"><span>2.\u00a0 Go to your <a href=\"https:\/\/app.outscraper.cloud\/account\/settings\" target=\"_blank\" rel=\"noopener\"><strong>profile dashboard<\/strong><\/a>.<\/span><\/p><div id=\"attachment_42046\" style=\"width: 760px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/How-to-Generate-Outscraper-API.webp\"><img decoding=\"async\" aria-describedby=\"caption-attachment-42046\" src=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/How-to-Generate-Outscraper-API-1024x639.webp\" alt=\"How to Generate Outscraper API\" width=\"750\" height=\"468\" class=\"wp-image-42046 size-large\" srcset=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/How-to-Generate-Outscraper-API-1024x639.webp 1024w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/How-to-Generate-Outscraper-API-300x187.webp 300w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/How-to-Generate-Outscraper-API-768x479.webp 768w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/How-to-Generate-Outscraper-API-1536x958.webp 1536w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/How-to-Generate-Outscraper-API-18x12.webp 18w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/How-to-Generate-Outscraper-API.webp 1576w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><\/a><p id=\"caption-attachment-42046\" class=\"wp-caption-text\">What&#8217;s inside your Outscraper account dashboard<\/p><\/div><p dir=\"ltr\"><span>3.\u00a0 Copy your <a href=\"https:\/\/outscraper.com\/glossary\/api-key\/\" target=\"_blank\" rel=\"noopener\"><strong>API Key\u00a0<\/strong><\/a><\/span><span> <\/span><\/p><div id=\"attachment_42048\" style=\"width: 760px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/How-to-Copy-Outscraper-API.webp\"><img decoding=\"async\" aria-describedby=\"caption-attachment-42048\" src=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/How-to-Copy-Outscraper-API-1024x469.webp\" alt=\"How to copy Outscraper API\" width=\"750\" height=\"344\" class=\"wp-image-42048 size-large\" srcset=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/How-to-Copy-Outscraper-API-1024x469.webp 1024w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/How-to-Copy-Outscraper-API-300x137.webp 300w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/How-to-Copy-Outscraper-API-768x351.webp 768w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/How-to-Copy-Outscraper-API-18x8.webp 18w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/How-to-Copy-Outscraper-API.webp 1287w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><\/a><p id=\"caption-attachment-42048\" class=\"wp-caption-text\">Copying your exclusive API Key to start your Custom Data Extraction tool<\/p><\/div><p dir=\"ltr\">This key controls your usage and billing, so keep it secure.\u00a0<\/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-880a765 elementor-widget elementor-widget-heading\" data-id=\"880a765\" 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\">Step 3: Set up and Run Your First Request<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6612609 elementor-widget elementor-widget-text-editor\" data-id=\"6612609\" 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>Now that you understand the basics and have your API key, the next step is to send your first request.<\/p><p>To do this, you only need three things:<\/p><ul><li>the <a href=\"https:\/\/outscraper.com\/glossary\/api-endpoint\/\" target=\"_blank\" rel=\"noopener\"><strong>endpoint<\/strong><\/a><\/li><li>your API key<\/li><li>one search query<\/li><\/ul>\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-150b50c elementor-widget elementor-widget-heading\" data-id=\"150b50c\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Your First Request (Simple Example)<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9f38030 elementor-widget elementor-widget-text-editor\" data-id=\"9f38030\" 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>Here\u2019s a basic setup:<\/p><p><strong>Endpoint<\/strong><br \/>https:\/\/api.outscraper.cloud\/google-maps-search<\/p><p><strong>Query<\/strong><br \/>restaurants, Manhattan, NY, USA<\/p><p><strong>Limit<\/strong><br \/>3<\/p><p><strong>Async<\/strong><br \/>false<\/p><p><strong>What This Means<\/strong><\/p><ul><li>search for restaurants in Manhattan<\/li><li>return up to 3 results<\/li><li>send the results back immediately<\/li><\/ul><p><\/p>\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-9a61113 e-con-full e-flex e-con e-child\" data-id=\"9a61113\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-699d64b elementor-widget elementor-widget-heading\" data-id=\"699d64b\" 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<h4 class=\"elementor-heading-title elementor-size-default\">Run Your First Python Example<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-82e39aa elementor-widget elementor-widget-text-editor\" data-id=\"82e39aa\" 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>You can test this using Python on your computer or in tools like Jupyter Notebook or Google Colab.<\/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-a984657 elementor-widget elementor-widget-shortcode\" data-id=\"a984657\" 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\"><strong>Setup (one-time):<\/strong>\n\n<ol>\n  <li>\n    <strong>Install Python<\/strong><br>\n    Download and install Python from:\n    <br>\n    <a href=\"https:\/\/www.python.org\/downloads\/\" target=\"_blank\">https:\/\/www.python.org\/downloads\/<\/a>\n    <br><br>\n    After installation, open your terminal or command prompt and run:\n    <br>\n    <code>python --version<\/code>\n    <br>\n    This confirms Python is installed correctly.\n  <\/li>\n\n  <br>\n\n  <li>\n    <strong>Install the requests library<\/strong><br>\n    Run this command:\n    <br>\n    <code>pip install requests<\/code>\n  <\/li>\n<\/ol><\/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-1b88f6e elementor-widget elementor-widget-shortcode\" data-id=\"1b88f6e\" 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\"><p style=\"color:#555;\">\nIf you prefer not to install anything, you can also run this in Google Colab or Jupyter Notebook.\n<\/p><\/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-581f3cb elementor-widget elementor-widget-shortcode\" data-id=\"581f3cb\" 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=\"margin-top:15px; padding:12px; background:#f8faff; border:1px solid #dbe4ff; border-radius:10px;\">\n\n<strong>Quick Check<\/strong>\n\n<p>Before running the script, make sure Python is installed.<\/p>\n\n<p>Open Command Prompt and run:<\/p>\n\n<pre style=\"background:#0f172a; color:#e5e7eb; padding:10px; border-radius:8px;\">python --version<\/pre>\n\n<p>If you see a version number, you're ready to proceed.<\/p>\n\n<\/div><\/div>\n\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-3efb20b e-con-full e-flex e-con e-child\" data-id=\"3efb20b\" 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-b1ad75e e-con-full e-flex e-con e-child\" data-id=\"b1ad75e\" 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-7360d00 e-grid e-con-full e-con e-child\" data-id=\"7360d00\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7212fc6 elementor-widget elementor-widget-image\" data-id=\"7212fc6\" 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=\"1024\" height=\"1024\" src=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Run-Your-First-API-Request-in-Minutes.webp\" class=\"attachment-full size-full wp-image-42216\" alt=\"Run your first API request in minutes | Outscraper\" srcset=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Run-Your-First-API-Request-in-Minutes.webp 1024w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Run-Your-First-API-Request-in-Minutes-300x300.webp 300w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Run-Your-First-API-Request-in-Minutes-150x150.webp 150w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Run-Your-First-API-Request-in-Minutes-768x768.webp 768w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Run-Your-First-API-Request-in-Minutes-12x12.webp 12w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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-667564f e-con-full e-flex e-con e-child\" data-id=\"667564f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e7a2cfd elementor-widget elementor-widget-heading\" data-id=\"e7a2cfd\" 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\">Run Your First API Request in Minutes<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-428db07 elementor-widget elementor-widget-text-editor\" data-id=\"428db07\" 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>You&#8217;ve seen how it works. Now try it with your own query and get structured business data instantly.<\/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-ae3f385 elementor-widget elementor-widget-button\" data-id=\"ae3f385\" 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\/refer?referrer=ZGRkNGEwZWNmM2MyNDg1MDhmZDRmODkxNDUxZWQ4NDI=\">\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\">Get Your API Key<\/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<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cc148d3 elementor-widget elementor-widget-heading\" data-id=\"cc148d3\" 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<h4 class=\"elementor-heading-title elementor-size-default\">How to Run Python on Your Local Computer<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-205153d elementor-widget elementor-widget-text-editor\" data-id=\"205153d\" 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>You can copy the script below and run it using Command Prompt (Windows) or Terminal (Max\/Linux).\u00a0<\/p><p><em><strong>Note:<\/strong> Replace the &#8220;YOUR_API_KEY&#8221; with your personal Outscraper API key.<\/em><\/p><ol><\/ol>\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-b1c0752 elementor-widget elementor-widget-code-highlight\" data-id=\"b1c0752\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"code-highlight.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"prismjs-tomorrow copy-to-clipboard \">\n\t\t\t<pre data-line=\"\" class=\"highlight-height language-python \">\n\t\t\t\t<code readonly=\"true\" class=\"language-python\">\n\t\t\t\t\t<xmp>import requests\r\n\r\nurl = \"https:\/\/api.outscraper.cloud\/google-maps-search\"\r\n\r\nheaders = {\r\n    \"X-API-KEY\": \"YOUR_API_KEY\"\r\n}\r\n\r\nparams = {\r\n    \"query\": \"restaurants, Manhattan, NY, USA\",\r\n    \"limit\": 3,\r\n    \"async\": \"false\"\r\n}\r\n\r\nresponse = requests.get(url, headers=headers, params=params)\r\n\r\nprint(\"HTTP status:\", response.status_code)\r\n\r\ndata = response.json()\r\nprint(\"API status:\", data.get(\"status\"))\r\n\r\nplaces = data.get(\"data\", [])\r\n\r\nif places and len(places) > 0:\r\n    for place in places[0]:\r\n        print(\"Name:\", place.get(\"name\"))\r\n        print(\"Address:\", place.get(\"address\"))\r\n        print(\"Phone:\", place.get(\"phone\"))\r\n        print(\"Website:\", place.get(\"website\"))\r\n        print(\"-\" * 30)\r\nelse:\r\n    print(\"No places found.\")<\/xmp>\n\t\t\t\t<\/code>\n\t\t\t<\/pre>\n\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-87803ba elementor-widget elementor-widget-text-editor\" data-id=\"87803ba\" 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>Copy the <strong>code (script)<\/strong> into a Notepad and save the file as <strong>outscraper.py<\/strong><\/li><li>Open <strong>Command Prompt <\/strong>and make sure the requests library was installed<\/li><li>Open the folder where your file is saved<\/li><li>Open Python IDLE and <b>Run<\/b> Module<\/li><\/ol><p>You should see the structured results printed in your terminal.<\/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-9d6ac0d elementor-widget elementor-widget-image\" data-id=\"9d6ac0d\" 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\/04\/Custom-Data-Extraction-using-Python.webp\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Custom Data Extraction using Python\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NDMxNjAsInVybCI6Imh0dHBzOlwvXC9vdXRzY3JhcGVyLmNvbVwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyNlwvMDRcL0N1c3RvbS1EYXRhLUV4dHJhY3Rpb24tdXNpbmctUHl0aG9uLndlYnAifQ%3D%3D\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"750\" height=\"416\" src=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Custom-Data-Extraction-using-Python-768x426.webp\" class=\"attachment-medium_large size-medium_large wp-image-43160\" alt=\"custom data extraction using python | Outscraper\" srcset=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Custom-Data-Extraction-using-Python-768x426.webp 768w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Custom-Data-Extraction-using-Python-300x166.webp 300w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Custom-Data-Extraction-using-Python-1024x568.webp 1024w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Custom-Data-Extraction-using-Python-1536x852.webp 1536w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Custom-Data-Extraction-using-Python-18x10.webp 18w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Custom-Data-Extraction-using-Python.webp 1835w\" 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\">Custom Data Extraction results when using Python<\/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-b26378e elementor-widget elementor-widget-text-editor\" data-id=\"b26378e\" 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>When you don&#8217;t want to download Python IDLE and prefer to just use the Windows terminal for custom data extraction, you can do it also. Make sure you&#8217;re in the right path.\u00a0<\/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-bdbe2f3 elementor-widget elementor-widget-image\" data-id=\"bdbe2f3\" 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\/04\/Custom-Data-Extraction-Results-1.webp\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Custom Data Extraction Results\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NDIxMTcsInVybCI6Imh0dHBzOlwvXC9vdXRzY3JhcGVyLmNvbVwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyNlwvMDRcL0N1c3RvbS1EYXRhLUV4dHJhY3Rpb24tUmVzdWx0cy0xLndlYnAifQ%3D%3D\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"750\" height=\"591\" src=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Custom-Data-Extraction-Results-1-1024x807.webp\" class=\"attachment-large size-large wp-image-42117\" alt=\"\" srcset=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Custom-Data-Extraction-Results-1-1024x807.webp 1024w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Custom-Data-Extraction-Results-1-300x237.webp 300w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Custom-Data-Extraction-Results-1-768x606.webp 768w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Custom-Data-Extraction-Results-1-15x12.webp 15w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Custom-Data-Extraction-Results-1.webp 1442w\" 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\">Your first successful custom data extraction results using Outscraper API<\/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-f47b4e3 elementor-widget elementor-widget-text-editor\" data-id=\"f47b4e3\" 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><strong>If nothing happens, and it doesn&#8217;t work, check this first:<\/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-ae13f2e elementor-widget elementor-widget-shortcode\" data-id=\"ae13f2e\" 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=\"margin-top:20px; padding:15px; background:#fff7ed; border:1px solid #fed7aa; border-radius:12px;\">\n\n<strong>Not Seeing Any Results? Here\u2019s What to Check<\/strong>\n\n<p>If your script runs but nothing appears, don\u2019t worry. This is a common beginner issue.<\/p>\n\n<ul>\n  <li>\n    <strong>Python is waiting for input<\/strong><br>\n    If you see <code>...<\/code>, press <strong>Enter again<\/strong> to run the command.\n  <\/li>\n\n  <li>\n    <strong>Check if the request worked<\/strong><br>\n    Run:\n    <pre style=\"background:#0f172a; color:#e5e7eb; padding:10px; border-radius:8px;\">print(response.status_code)<\/pre>\n    You should see <strong>200<\/strong>.\n  <\/li>\n\n  <li>\n    <strong>Check API response status<\/strong><br>\n    Run:\n    <pre style=\"background:#0f172a; color:#e5e7eb; padding:10px; border-radius:8px;\">print(response.json().get(\"status\"))<\/pre>\n    You should see <strong>Success<\/strong>.\n  <\/li>\n\n  <li>\n    <strong>The output is too large<\/strong><br>\n    <code>print(response.json())<\/code> returns a lot of data. Instead, extract only what you need.\n  <\/li>\n\n  <li>\n    <strong>Access the correct data structure<\/strong><br>\n    The results are inside:\n    <pre style=\"background:#0f172a; color:#e5e7eb; padding:10px; border-radius:8px;\">data[\"data\"][0]<\/pre>\n  <\/li>\n\n  <li>\n    <strong>Still nothing?<\/strong><br>\n    Try printing the number of results:\n    <pre style=\"background:#0f172a; color:#e5e7eb; padding:10px; border-radius:8px;\">print(len(response.json().get(\"data\", [])))<\/pre>\n  <\/li>\n<\/ul>\n\n<p><strong>Tip:<\/strong> It\u2019s easier to run your code as a file (<code>python script.py<\/code>) instead of typing everything in the Python console.<\/p>\n\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-e847bb3 elementor-widget elementor-widget-text-editor\" data-id=\"e847bb3\" 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><strong>What Happens Next<\/strong><\/p><ul><li>Your query is sent to the Outscraper API<\/li><li>The API processes the request.\u00a0<\/li><li>You received structured results (business data).<\/li><\/ul>\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-8481e01 elementor-widget elementor-widget-shortcode\" data-id=\"8481e01\" 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=\"background:#f4f7ff; border:1px solid #dbe4ff; padding:12px; border-radius:10px;\">\n<strong>Quick Tip:<\/strong><br>\nStart small. Use one query, a low limit, and async=false. Once it works, you can scale later.\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-c2010a5 elementor-widget elementor-widget-heading\" data-id=\"c2010a5\" 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\">Step 4: Understand the Output from Your First Request<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-20cf1e0 elementor-widget elementor-widget-text-editor\" data-id=\"20cf1e0\" 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>After your first request, Outscraper returns data in <a href=\"https:\/\/outscraper.com\/glossary\/json\/\" target=\"_blank\" rel=\"noopener\"><strong>JSON<\/strong><\/a> format.<\/p><p>Here&#8217;s a simple way to understand the structure of the response.<\/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-1f388e3 elementor-widget elementor-widget-shortcode\" data-id=\"1f388e3\" 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=\"font-family: Arial, sans-serif; border:1px solid #e6e9ef; border-radius:16px; padding:20px; background:#ffffff;\">\n\n  <div style=\"display:grid; grid-template-columns:1fr 1fr; gap:12px; margin-bottom:16px;\">\n\n    <div style=\"background:#f4f7ff; padding:14px; border-radius:12px; border:1px solid #dbe4ff;\">\n      <strong style=\"color:#2563eb;\">status<\/strong><br>\n      <span style=\"color:#555;\">Shows if the request worked<\/span>\n    <\/div>\n\n    <div style=\"background:#f4f7ff; padding:14px; border-radius:12px; border:1px solid #dbe4ff;\">\n      <strong style=\"color:#2563eb;\">data<\/strong><br>\n      <span style=\"color:#555;\">Contains the business results<\/span>\n    <\/div>\n\n    <div style=\"background:#f4f7ff; padding:14px; border-radius:12px; border:1px solid #dbe4ff;\">\n      <strong style=\"color:#2563eb;\">id<\/strong><br>\n      <span style=\"color:#555;\">The request identifier<\/span>\n    <\/div>\n\n    <div style=\"background:#f4f7ff; padding:14px; border-radius:12px; border:1px solid #dbe4ff;\">\n      <strong style=\"color:#2563eb;\">JSON<\/strong><br>\n      <span style=\"color:#555;\">Structured data returned by the API<\/span>\n    <\/div>\n\n  <\/div>\n\n  <div style=\"background:#eef2ff; padding:14px; border-radius:12px; border:1px solid #c7d2fe; margin-bottom:16px;\">\n    <strong style=\"color:#1d4ed8;\">Simple way to read it<\/strong><br>\n    <span style=\"color:#444;\">One business = one record. Each label like <code>name<\/code> or <code>phone<\/code> = one field.<\/span>\n  <\/div>\n\n  <div style=\"background:#f8faff; border:1px dashed #c7d2fe; border-radius:14px; padding:16px;\">\n    <strong style=\"color:#2563eb;\">Focus on these fields first:<\/strong>\n    <div style=\"margin-top:10px; color:#444;\">\n      name \u2192 address \u2192 phone \u2192 website\n    <\/div>\n  <\/div>\n\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-ae16980 elementor-widget elementor-widget-text-editor\" data-id=\"ae16980\" 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>At this point, your request is working and you&#8217;re getting structured results. The next step is not to collect more data but to collect the &#8220;right&#8221; data. This is where where most beginners waste API credits.\u00a0<\/p><p>Let&#8217;s fix that.<\/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-042b1df e-flex e-con-boxed e-con e-parent\" data-id=\"042b1df\" 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-a64062f e-con-full e-flex e-con e-child\" data-id=\"a64062f\" 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-d0fab06 e-con-full e-flex e-con e-child\" data-id=\"d0fab06\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bfd6811 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"bfd6811\" 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\">Turn Your First Script Into Real Data<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-597d812 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"597d812\" 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>You&#8217;ve run your first request locally. Now extract real business data at scale without managing scripts or infrastructure.\u00a0<\/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-bdfbbc4 e-con-full e-flex e-con e-child\" data-id=\"bdfbbc4\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-530ff82 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"530ff82\" 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-scraper\/\">\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\">Explore Google Maps 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-0ac49f1 e-flex e-con-boxed e-con e-parent\" data-id=\"0ac49f1\" 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-c865145 elementor-widget elementor-widget-heading\" data-id=\"c865145\" 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 Define Your Data Extraction Logic (Without Wasting API Credits)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0b7d835 elementor-widget elementor-widget-text-editor\" data-id=\"0b7d835\" 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>Most beginners try to collect everything at once. Instead, use this simple framework:<\/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-30f1a93 elementor-widget elementor-widget-heading\" data-id=\"30f1a93\" 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\">The 3-Step Outscraper Data 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-a9d6f73 elementor-widget elementor-widget-text-editor\" data-id=\"a9d6f73\" 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>A simple way to collect only the data you need without wasting API credits.<\/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-e10fc82 elementor-widget elementor-widget-shortcode\" data-id=\"e10fc82\" 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=\"font-family: Arial, sans-serif; border:1px solid #e6e9ef; border-radius:16px; padding:20px; background:#ffffff;\">\n\n  <div style=\"display:grid; grid-template-columns:1fr; gap:12px;\">\n\n    <div style=\"background:#f4f7ff; padding:14px; border-radius:12px; border:1px solid #dbe4ff;\">\n      <strong style=\"color:#2563eb;\">Step 1: Find<\/strong><br>\n      <span style=\"color:#555;\">Search for businesses using specific queries, categories, and locations.<\/span>\n    <\/div>\n\n    <div style=\"text-align:center; font-size:18px; color:#2563eb;\">\u2193<\/div>\n\n    <div style=\"background:#f4f7ff; padding:14px; border-radius:12px; border:1px solid #dbe4ff;\">\n      <strong style=\"color:#2563eb;\">Step 2: Filter<\/strong><br>\n      <span style=\"color:#555;\">Keep only relevant data by refining parameters and selecting useful fields.<\/span>\n    <\/div>\n\n    <div style=\"text-align:center; font-size:18px; color:#2563eb;\">\u2193<\/div>\n\n    <div style=\"background:#eef2ff; padding:14px; border-radius:12px; border:1px solid #c7d2fe;\">\n      <strong style=\"color:#1d4ed8;\">Step 3: Enrich<\/strong><br>\n      <span style=\"color:#444;\">Add emails, social profiles, and additional details to turn data into leads.<\/span>\n    <\/div>\n\n  <\/div>\n\n  <div style=\"margin-top:16px; padding:14px; background:#f8faff; border:1px dashed #c7d2fe; border-radius:12px;\">\n    <strong style=\"color:#2563eb;\">Simple Rule:<\/strong><br>\n    <span style=\"color:#444;\">Don\u2019t collect everything at once. Start small, refine your data, then enrich only what matters.<\/span>\n  <\/div>\n\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-0f336a0 elementor-widget elementor-widget-text-editor\" data-id=\"0f336a0\" 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 dir=\"ltr\">Running the API is easy. The real value comes from choosing the right data to collect. If you don&#8217;t define this early, you will\u00a0<\/p><ul><li dir=\"ltr\">Collect irrelevant data<\/li><li dir=\"ltr\">Waste API credits<\/li><li dir=\"ltr\">Spend more time cleaning your results<\/li><\/ul><p>Start by focusing only on the data you need.\u00a0<\/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-c177815 elementor-widget elementor-widget-heading\" data-id=\"c177815\" 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<h4 class=\"elementor-heading-title elementor-size-default\">1. Set Your Search Parameters<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ac33512 elementor-widget elementor-widget-text-editor\" data-id=\"ac33512\" 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 dir=\"ltr\">Broad searches return messy results. Instead of &#8220;shops in New York.&#8221;<\/p><p dir=\"ltr\">Use more specific queries:<\/p><ul><li dir=\"ltr\"><strong>Category Filtering<\/strong> &#8211; &#8220;dentists in New York&#8221;<\/li><li dir=\"ltr\"><strong>Location Targeting<\/strong> &#8211; Specific areas or coordinates<\/li><li dir=\"ltr\"><strong>Review Filtering<\/strong> &#8211; Focus on high-quality or recent data.\u00a0<\/li><\/ul><p>More precise queries = cleaner data + fewer wasted credits.\u00a0<\/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-6c7f64d elementor-widget elementor-widget-heading\" data-id=\"6c7f64d\" 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<h4 class=\"elementor-heading-title elementor-size-default\">2. Only Collect Data You Will Use<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-69093f1 elementor-widget elementor-widget-text-editor\" data-id=\"69093f1\" 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 dir=\"ltr\"><span>The API returns a lot of fields, but you don&#8217;t need all of them.\u00a0<\/span><\/p><p dir=\"ltr\">For example:<\/p><ul><li dir=\"ltr\"><strong>Lead Generation<\/strong> = name, address, phone number (<a href=\"https:\/\/outscraper.com\/glossary\/nap-name-address-phone\/\" target=\"_blank\" rel=\"noopener\"><strong>NAP<\/strong><\/a>), website<\/li><li dir=\"ltr\"><strong>Outreach<\/strong> = email social profiles<\/li><li dir=\"ltr\"><strong>Analysis<\/strong> = ratings, reviews.\u00a0<\/li><\/ul><p>Start small. Add more fields only when needed.\u00a0<\/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-61067b0 elementor-widget elementor-widget-heading\" data-id=\"61067b0\" 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<h4 class=\"elementor-heading-title elementor-size-default\">3. Enrich Data in a Second Step<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-319de24 elementor-widget elementor-widget-text-editor\" data-id=\"319de24\" 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>Basic results are just the starting point. You can run a second step to enrich your data:<\/p><ul><li><strong>Emails<\/strong> = extracted from the business website<\/li><li><strong>Social Profiles<\/strong> = data from social networking site or professional networking.<\/li><\/ul><p>This turns a simple list into a usable lead database.\u00a0<\/p><p><strong>Think in Steps, Not One Big Request<\/strong><\/p><p>Instead of collecting everything at once:<\/p><ol><li>Find businesses<\/li><li>Filter results<\/li><li>Enrich selected leads<\/li><\/ol><p>This keeps your workflow efficient and reduces unnecessary API usage.<\/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-d99270a elementor-widget elementor-widget-shortcode\" data-id=\"d99270a\" 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=\"background:#fff7ed; border:1px solid #fed7aa; padding:12px; border-radius:10px;\">\n<strong>Common Mistake:<\/strong><br>\nCollecting too much data too early leads to higher costs and unstructured datasets. Start with a small, focused query and expand only when needed.\n<\/div><\/div>\n\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-7d4e04d e-con-full e-flex e-con e-child\" data-id=\"7d4e04d\" 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-a3dddfb e-grid e-con-full e-con e-child\" data-id=\"a3dddfb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2e87127 elementor-widget elementor-widget-image\" data-id=\"2e87127\" 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\t<a href=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Define-Smarter-Queries-Before-You-Scale.webp\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Define Smarter Queries Before You Scale\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NDIyMTcsInVybCI6Imh0dHBzOlwvXC9vdXRzY3JhcGVyLmNvbVwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyNlwvMDRcL0RlZmluZS1TbWFydGVyLVF1ZXJpZXMtQmVmb3JlLVlvdS1TY2FsZS53ZWJwIn0%3D\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Define-Smarter-Queries-Before-You-Scale.webp\" class=\"attachment-full size-full wp-image-42217\" alt=\"\" srcset=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Define-Smarter-Queries-Before-You-Scale.webp 1024w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Define-Smarter-Queries-Before-You-Scale-300x300.webp 300w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Define-Smarter-Queries-Before-You-Scale-150x150.webp 150w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Define-Smarter-Queries-Before-You-Scale-768x768.webp 768w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Define-Smarter-Queries-Before-You-Scale-12x12.webp 12w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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-0a0dc10 e-con-full e-flex e-con e-child\" data-id=\"0a0dc10\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dcd4100 elementor-widget elementor-widget-heading\" data-id=\"dcd4100\" 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\">Define Smarter Queries Before You Scale<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-863a6ba elementor-widget elementor-widget-text-editor\" data-id=\"863a6ba\" 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>Use structured queries and filters to extract only the data you need and avoid wasting API credits.\u00a0<\/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-254f1cf elementor-widget elementor-widget-button\" data-id=\"254f1cf\" 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-api\/\" 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\">Explore Google Maps API<\/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-457e7a9 e-flex e-con-boxed e-con e-parent\" data-id=\"457e7a9\" 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-ada9a23 elementor-widget elementor-widget-heading\" data-id=\"ada9a23\" 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 Scale Custom Data Scraping with Batching and Parallel Requests<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a11f991 elementor-widget elementor-widget-text-editor\" data-id=\"a11f991\" 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 dir=\"ltr\">Running a single request works for testing. It does not work for scaling.<\/p><p dir=\"ltr\">As your data grows, the main challenges are:<\/p><ul><li dir=\"ltr\">Too many API calls<\/li><li dir=\"ltr\">Slow request execution<\/li><\/ul><p>To scale efficiently, you need to reduce both.\u00a0<\/p><p><strong>Here&#8217;s how a scalable data extraction workflow looks:<\/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-4e01c0e elementor-widget elementor-widget-shortcode\" data-id=\"4e01c0e\" 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=\"font-family: Arial, sans-serif; border:1px solid #e6e9ef; border-radius:16px; padding:20px; background:#ffffff;\">\n\n  <!-- Flow -->\n  <div style=\"display:grid; grid-template-columns:1fr; gap:14px;\">\n\n    <div style=\"background:#f4f7ff; padding:14px; border-radius:12px; border:1px solid #dbe4ff;\">\n      <strong style=\"color:#2563eb;\">Step 1: Single Query<\/strong><br>\n      <span style=\"color:#555;\">Run one request \u2192 slow and limited for large datasets<\/span>\n    <\/div>\n\n    <div style=\"text-align:center; font-size:18px; color:#2563eb;\">\u2193<\/div>\n\n    <div style=\"background:#f4f7ff; padding:14px; border-radius:12px; border:1px solid #dbe4ff;\">\n      <strong style=\"color:#2563eb;\">Step 2: Multiple Queries (Batching)<\/strong><br>\n      <span style=\"color:#555;\">Group multiple queries in one request \u2192 fewer API calls<\/span>\n    <\/div>\n\n    <div style=\"text-align:center; font-size:18px; color:#2563eb;\">\u2193<\/div>\n\n    <div style=\"background:#f4f7ff; padding:14px; border-radius:12px; border:1px solid #dbe4ff;\">\n      <strong style=\"color:#2563eb;\">Step 3: Control Data Volume<\/strong><br>\n      <span style=\"color:#555;\">Use limit and filters \u2192 faster and cleaner results<\/span>\n    <\/div>\n\n    <div style=\"text-align:center; font-size:18px; color:#2563eb;\">\u2193<\/div>\n\n    <div style=\"background:#eef2ff; padding:14px; border-radius:12px; border:1px solid #c7d2fe;\">\n      <strong style=\"color:#1d4ed8;\">Step 4: Async + Parallel<\/strong><br>\n      <span style=\"color:#444;\">Run requests in the background and execute multiple requests at once<\/span>\n    <\/div>\n\n  <\/div>\n\n  <!-- Result Box -->\n  <div style=\"margin-top:18px; padding:16px; background:#f8faff; border:1px dashed #c7d2fe; border-radius:14px;\">\n    <strong style=\"color:#2563eb;\">Result: Scalable Data Pipeline<\/strong>\n    <div style=\"margin-top:10px; color:#444; font-size:14px;\">\n      Queries \u2192 Multiple Queries \u2192 Async \u2192 Parallel \u2192 Structured Data\n    <\/div>\n  <\/div>\n\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-8d573f6 elementor-widget elementor-widget-text-editor\" data-id=\"8d573f6\" 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<ul><\/ul><p dir=\"ltr\"><strong>1. Send Multiple Queries in One Request<\/strong><\/p><p dir=\"ltr\">Outscraper allows you to send multiple queries in a single request using the <strong>query<\/strong> parameter.\u00a0<\/p><p dir=\"ltr\">Instead of sending separate requests, you can group them together.\u00a0<\/p><p dir=\"ltr\">According to the <a href=\"https:\/\/app.outscraper.cloud\/api-docs\" target=\"_blank\" rel=\"noopener\"><strong>documentation<\/strong><\/a>, batching supports arrays of queries in one request, which reduces network overhead and improves speed.\u00a0<\/p><p dir=\"ltr\"><strong>2. Control How Much Data You Collect<\/strong><\/p><p dir=\"ltr\">Use the <strong>limit<\/strong> parameter to control how many results each query returns.\u00a0<\/p><ul><li dir=\"ltr\">Smaller Limit &#8211; Faster response<\/li><li dir=\"ltr\">Larger Limit &#8211; More data but slower<\/li><\/ul><p>Start small, then increase only when needed.\u00a0<\/p><p><strong>3. Keep Results Clean<\/strong><\/p><p>When using multiple queries, results may overlap.\u00a0<\/p><p>Use:<\/p><ol><li>dropDuplicates &#8211; Remove duplicates<\/li><li>totalLimit &#8211; Cap total results<\/li><\/ol><p>This keeps your dataset usable.\u00a0<\/p><p><strong>4. Use Parallel Requests in Your Code<\/strong><\/p><p>Batching and async are handled by the API.\u00a0<\/p><p>Parallel execution is handled by your code.\u00a0<\/p><p>Instead of waiting for one request to finish, you can run multiple requests at the same time to speed up your workflow.\u00a0<\/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-746a5f1 e-flex e-con-boxed e-con e-parent\" data-id=\"746a5f1\" 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-2d28aeb e-con-full e-flex e-con e-child\" data-id=\"2d28aeb\" 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-ce4ac53 e-grid e-con-full e-con e-child\" data-id=\"ce4ac53\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d5e6b18 elementor-widget elementor-widget-image\" data-id=\"d5e6b18\" 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\t<a href=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Scale-Your-data-Extraction-Without-Building-Infrastructure.webp\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"Scale Your data Extraction Without Building Infrastructure\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NDIyMzYsInVybCI6Imh0dHBzOlwvXC9vdXRzY3JhcGVyLmNvbVwvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyNlwvMDRcL1NjYWxlLVlvdXItZGF0YS1FeHRyYWN0aW9uLVdpdGhvdXQtQnVpbGRpbmctSW5mcmFzdHJ1Y3R1cmUud2VicCJ9\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"804\" height=\"567\" src=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Scale-Your-data-Extraction-Without-Building-Infrastructure.webp\" class=\"attachment-full size-full wp-image-42236\" alt=\"Scale your data extraction without building infrastructure | Outscraper\" srcset=\"https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Scale-Your-data-Extraction-Without-Building-Infrastructure.webp 804w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Scale-Your-data-Extraction-Without-Building-Infrastructure-300x212.webp 300w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Scale-Your-data-Extraction-Without-Building-Infrastructure-768x542.webp 768w, https:\/\/outscraper.com\/wp-content\/uploads\/2026\/04\/Scale-Your-data-Extraction-Without-Building-Infrastructure-18x12.webp 18w\" sizes=\"(max-width: 804px) 100vw, 804px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\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-f4b22c1 e-con-full e-flex e-con e-child\" data-id=\"f4b22c1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1e0985f elementor-widget elementor-widget-heading\" data-id=\"1e0985f\" 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\">Grow Your Data Extraction Library Without Building Infrastructure<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-982d40a elementor-widget elementor-widget-text-editor\" data-id=\"982d40a\" 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>Use batching, async requests, and parallel, execution to handle large datasets efficiently.<\/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-8feb1db elementor-widget elementor-widget-button\" data-id=\"8feb1db\" 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:\/\/app.outscraper.cloud\/api-docs#tag\/google\/GET\/google-maps-search\" 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\">Explore the API<\/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-f0dc5f3 e-flex e-con-boxed e-con e-parent\" data-id=\"f0dc5f3\" 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-e095bc8 elementor-widget elementor-widget-heading\" data-id=\"e095bc8\" 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\">Automating Data Extraction Workflows with Webhooks<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a7de128 elementor-widget elementor-widget-text-editor\" data-id=\"a7de128\" 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 dir=\"ltr\">When you run large requests, your script will eventually timeout. This usually happens when you start batching queries or using enrichments.\u00a0<\/p><p dir=\"ltr\">Instead of waiting for the response, use async=true with a webhook.\u00a0<\/p><p dir=\"ltr\"><strong>Setup<\/strong><\/p><ol><li dir=\"ltr\">Add async=true to your request<\/li><li dir=\"ltr\">Add a webhook URL<\/li><li dir=\"ltr\">Send the request and let it run<\/li><\/ol><p>Outscraper will process the task in the background and send the results to your server once it&#8217;s complete.\u00a0<\/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-c4a6551 elementor-widget elementor-widget-shortcode\" data-id=\"c4a6551\" 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=\"margin-top:16px; padding:14px; background:#f0f9ff; border:1px solid #bae6fd; border-radius:12px;\">\n\n  <strong style=\"color:#0369a1;\">Pro Tip<\/strong>\n\n  <p style=\"color:#444; margin:8px 0;\">\n    When using webhooks, always test your endpoint with a small request first before running large jobs.\n  <\/p>\n\n  <pre style=\"background:#0f172a; color:#e5e7eb; padding:12px; border-radius:10px; overflow:auto;\">\n\"async\": true,\n\"webhook\": \"https:\/\/yourserver.com\/webhook\"\n  <\/pre>\n\n  <p style=\"color:#444; margin-top:8px;\">\n    This prevents failed deliveries and makes debugging easier before scaling your workflow.\n  <\/p>\n\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-c920c7a elementor-widget elementor-widget-text-editor\" data-id=\"c920c7a\" 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><strong>Common Mistake<\/strong><\/p><p>Running a large requests with async=false.\u00a0<\/p><p>This keeps the connection open and increases the risk of timeouts or failed requests.\u00a0<\/p>\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-2a076d4 e-con-full e-flex e-con e-child\" data-id=\"2a076d4\" 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-675d075 e-con-full e-flex e-con e-child\" data-id=\"675d075\" 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-a5cbfe3 e-con-full e-flex e-con e-child\" data-id=\"a5cbfe3\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ec1bb55 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"ec1bb55\" 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\">Keep Your Data Safe and Ready to Use<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e78bda elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"4e78bda\" 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>Use webhooks to automate your data pipeline and verify request signatures to ensure every response is authentic and secure.<\/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-9caf159 e-con-full e-flex e-con e-child\" data-id=\"9caf159\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-79f1669 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"79f1669\" 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\/how-to-verify-webhook-request\/\" 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\">Verify Webhook Requests<\/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-2c4648a e-flex e-con-boxed e-con e-parent\" data-id=\"2c4648a\" 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-5965392 elementor-widget elementor-widget-heading\" data-id=\"5965392\" 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 Turn Raw Data into Lead Generation and AI Workflows<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e17305b elementor-widget elementor-widget-text-editor\" data-id=\"e17305b\" 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 dir=\"ltr\">Most data extraction projects fail after one step. You collect the data, so you should use it.\u00a0<\/p><p dir=\"ltr\">If your results stay in JSON or a text file, they won&#8217;t generate leads or power any system. The real value comes from turning raw output into something usable.<\/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-4a80dbf elementor-widget elementor-widget-heading\" data-id=\"4a80dbf\" 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\">Prepare Data for Your CRM<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b3ac017 elementor-widget elementor-widget-text-editor\" data-id=\"b3ac017\" 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 dir=\"ltr\">Raw API results are not ready for sales use. Before implementing into a CRM, you need to clean and structure the data.\u00a0<\/p><p dir=\"ltr\">Focus on:<\/p><ul><li dir=\"ltr\"><strong>Field Mapping<\/strong> &#8211; match API fields to CRM columns (name &#8211; company name, phone &#8211; contact number).\u00a0<\/li><li dir=\"ltr\"><strong>Remove Incomplete Records<\/strong> &#8211; Skip businesses without websites or contact data.\u00a0<\/li><li dir=\"ltr\"><strong>Deduplicate Results<\/strong> &#8211; Avoid duplicate leads from overlapping queries.\u00a0<\/li><\/ul>\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-10385b5 elementor-widget elementor-widget-heading\" data-id=\"10385b5\" 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\">Validate Contact Data Before Outreach<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2639961 elementor-widget elementor-widget-text-editor\" data-id=\"2639961\" 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>Not all extracted data is usable.\u00a0<\/p><p>Before running campaigns:<\/p><ul><li>Verify Email Addresses<\/li><li>Remove invalid or risky emails<\/li><li>Keep only deliverable contacts<\/li><\/ul><p>This prevents:<\/p><ul><li>High bounce rates<\/li><li>Spam issues<\/li><li>Damaged sender reputation<\/li><\/ul>\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-f7f7cbe elementor-widget elementor-widget-heading\" data-id=\"f7f7cbe\" 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\">Turn Data Into a Lead List<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-197cdda elementor-widget elementor-widget-text-editor\" data-id=\"197cdda\" 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>At this stage, your goal is simple. Just convert structured data into a usable list.\u00a0<\/p><p>A basic lead list includes:<\/p><ul><li>Business name<\/li><li>Website<\/li><li>Email<\/li><li>Phone Number<\/li><\/ul><p>This is what your sales team or outreach tools use.\u00a0<\/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-c7e029e elementor-widget elementor-widget-heading\" data-id=\"c7e029e\" 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\">Use Data for AI Automation<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-321e15e elementor-widget elementor-widget-text-editor\" data-id=\"321e15e\" 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>Once your data is clean, you can use it beyond lead generation.\u00a0<\/p><p>Examples:\u00a0<\/p><ul><li>AI Enrichment &#8211; Categorized business by industry or intent.\u00a0<\/li><li>Lead Enrichment &#8211; Prioritize high-value prospects.\u00a0<\/li><li>Automated Outreach &#8211; trigger email or CRM workflows.\u00a0<\/li><\/ul><p>The same dataset can power both:<\/p><ul><li>Sales pipelines<\/li><li>AI-driven workflows<\/li><\/ul><p>Most issues don&#8217;t happen during data extraction but they happen when you try to use the data inside your CRM or outreach tool.\u00a0<\/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-e24a790 elementor-widget elementor-widget-shortcode\" data-id=\"e24a790\" 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=\"margin-top:16px; padding:14px; background:#f0fdf4; border:1px solid #bbf7d0; border-radius:12px;\">\n<strong style=\"color:#166534;\">Pro Tip<\/strong>\n<p style=\"color:#444; margin:8px 0;\">\nStart with a small dataset and test your full pipeline (extraction \u2192 CRM \u2192 outreach) before scaling. Most issues appear after integration, not during extraction.\n<\/p>\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-6e7f503 elementor-widget elementor-widget-text-editor\" data-id=\"6e7f503\" 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><strong>From Script to Production<\/strong><\/p><p>At this point, you already have everything you needed to run a production-ready workflow:<\/p><ul><li>Structured 1ueries<\/li><li>Controlled data extraction<\/li><li>Scalable requests<\/li><li>Automated delivery with webhooks<\/li><\/ul><p>The difference between a test script and a production system is consistency. Once your pipeline is stable, you can run it continuously and integrate it into your existing tools.<\/p><p>Most teams don\u2019t fail at extraction, most of them fail at turning it into a repeatable system.<\/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-dad4284 e-flex e-con-boxed e-con e-parent\" data-id=\"dad4284\" 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-0ceaeb0 e-con-full e-flex e-con e-child\" data-id=\"0ceaeb0\" 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-c284b70 e-con-full e-flex e-con e-child\" data-id=\"c284b70\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-aa1ad3e elementor-widget elementor-widget-heading\" data-id=\"aa1ad3e\" 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 Your Custom Data Extraction Workflow<\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-66f2a50 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"66f2a50\" 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>Skip building scrapers from scratch. Use Outscraper API to extract, scale, and automate your data pipeline.\u00a0<\/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-3983861 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"3983861\" 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\/refer?referrer=ZGRkNGEwZWNmM2MyNDg1MDhmZDRmODkxNDUxZWQ4NDI=\" 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\">Get Started with Outscraper<\/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-8af994d e-flex e-con-boxed e-con e-parent\" data-id=\"8af994d\" 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-157a6d9 e-con-full e-flex e-con e-child\" data-id=\"157a6d9\" 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-3f85dc2 e-con-full e-flex e-con e-child\" data-id=\"3f85dc2\" 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-83e8044 e-con-full e-flex e-con e-child\" data-id=\"83e8044\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c151c6f elementor-widget elementor-widget-heading\" data-id=\"c151c6f\" 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\">Frequently Asked Questions<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0170477 elementor-widget elementor-widget-text-editor\" data-id=\"0170477\" 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\tMost frequent questions and answers\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-ae117b2 elementor-widget elementor-widget-toggle\" data-id=\"ae117b2\" 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-1821\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1821\" 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 custom data extraction using an API?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1821\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1821\"><p dir=\"ltr\"><span>Custom data extraction using an API means sending structured requests to a service like Outscraper to retrieve business data (such as names, addresses, and websites) without building your own scraper.<\/span><\/p><p dir=\"ltr\"><span>Instead of handling proxies or CAPTCHAs, the API returns clean, structured results you can use immediately.<\/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-1822\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-1822\" 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\">Do I need coding experience to use the Outscraper API?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1822\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-1822\"><p dir=\"ltr\"><span>Basic knowledge of Python or APIs helps, but you don\u2019t need advanced development skills.<\/span><\/p><p dir=\"ltr\"><span>This guide shows how to run your first request using a simple script. You can also use tools like Google Colab to test without installing anything locally.<\/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-1823\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-1823\" 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 is my API request returning no results?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1823\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-1823\"><p dir=\"ltr\"><span>This is one of the most common issues. It usually happens when:<\/span><\/p><ul><li dir=\"ltr\">the query is too broad or unclear<\/li><li dir=\"ltr\">the request did not execute properly<\/li><li dir=\"ltr\">the results are not being accessed correctly in the JSON response<\/li><\/ul><p dir=\"ltr\"><span>Start with a simple query and small limit, then expand once it works.<\/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-1824\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-1824\" 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\">How do I scale data extraction without slowing down my script?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1824\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-1824\"><p dir=\"ltr\"><span>To scale efficiently:<\/span><\/p><ul><li dir=\"ltr\"><span>send multiple queries in one request<\/span><\/li><li dir=\"ltr\">control results using the limit parameter<\/li><li dir=\"ltr\">use <strong>async=true<\/strong> for larger jobs<\/li><li dir=\"ltr\">run parallel requests in your code<\/li><\/ul><p dir=\"ltr\"><span>Scaling is about reducing both API calls and waiting time.<\/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-1825\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-1825\" 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\">How do I turn extracted data into usable leads?<\/a>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<div id=\"elementor-tab-content-1825\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-1825\"><p dir=\"ltr\"><span>After extracting data:<\/span><\/p><ul><li dir=\"ltr\">map fields to your CRM (name, phone, website)<\/li><li dir=\"ltr\">remove incomplete or duplicate records<\/li><li dir=\"ltr\">validate email addresses before outreach<\/li><\/ul><p dir=\"ltr\"><span>Most issues happen after extraction, when preparing data for actual use.<\/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 custom data extraction using an API?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p dir=\\\"ltr\\\"><span>Custom data extraction using an API means sending structured requests to a service like Outscraper to retrieve business data (such as names, addresses, and websites) without building your own scraper.<\\\/span><\\\/p><p dir=\\\"ltr\\\"><span>Instead of handling proxies or CAPTCHAs, the API returns clean, structured results you can use immediately.<\\\/span><\\\/p>\"}},{\"@type\":\"Question\",\"name\":\"Do I need coding experience to use the Outscraper API?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p dir=\\\"ltr\\\"><span>Basic knowledge of Python or APIs helps, but you don\\u2019t need advanced development skills.<\\\/span><\\\/p><p dir=\\\"ltr\\\"><span>This guide shows how to run your first request using a simple script. You can also use tools like Google Colab to test without installing anything locally.<\\\/span><\\\/p>\"}},{\"@type\":\"Question\",\"name\":\"Why is my API request returning no results?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p dir=\\\"ltr\\\"><span>This is one of the most common issues. It usually happens when:<\\\/span><\\\/p><ul><li dir=\\\"ltr\\\">the query is too broad or unclear<\\\/li><li dir=\\\"ltr\\\">the request did not execute properly<\\\/li><li dir=\\\"ltr\\\">the results are not being accessed correctly in the JSON response<\\\/li><\\\/ul><p dir=\\\"ltr\\\"><span>Start with a simple query and small limit, then expand once it works.<\\\/span><\\\/p>\"}},{\"@type\":\"Question\",\"name\":\"How do I scale data extraction without slowing down my script?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p dir=\\\"ltr\\\"><span>To scale efficiently:<\\\/span><\\\/p><ul><li dir=\\\"ltr\\\"><span>send multiple queries in one request<\\\/span><\\\/li><li dir=\\\"ltr\\\">control results using the limit parameter<\\\/li><li dir=\\\"ltr\\\">use <strong>async=true<\\\/strong> for larger jobs<\\\/li><li dir=\\\"ltr\\\">run parallel requests in your code<\\\/li><\\\/ul><p dir=\\\"ltr\\\"><span>Scaling is about reducing both API calls and waiting time.<\\\/span><\\\/p>\"}},{\"@type\":\"Question\",\"name\":\"How do I turn extracted data into usable leads?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p dir=\\\"ltr\\\"><span>After extracting data:<\\\/span><\\\/p><ul><li dir=\\\"ltr\\\">map fields to your CRM (name, phone, website)<\\\/li><li dir=\\\"ltr\\\">remove incomplete or duplicate records<\\\/li><li dir=\\\"ltr\\\">validate email addresses before outreach<\\\/li><\\\/ul><p dir=\\\"ltr\\\"><span>Most issues happen after extraction, when preparing data for actual use.<\\\/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<div class=\"elementor-element elementor-element-7db185a elementor-button-success elementor-align-center elementor-widget elementor-widget-button\" data-id=\"7db185a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-md\" href=\"https:\/\/app.outscraper.com\/signup?redirect=\/profile\" 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-arrow-right\"><\/i>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Free to Try<\/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\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>H\u01b0\u1edbng d\u1eabn t\u1eebng b\u01b0\u1edbc v\u1ec1 vi\u1ec7c tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u t\u00f9y ch\u1ec9nh b\u1eb1ng API Outscraper. T\u00ecm hi\u1ec3u c\u00e1ch th\u1ef1c hi\u1ec7n y\u00eau c\u1ea7u \u0111\u1ea7u ti\u00ean, c\u1ea5u tr\u00fac d\u1eef li\u1ec7u v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u1ee7a b\u1ea1n. <\/p>","protected":false},"author":19,"featured_media":42038,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[88],"tags":[958,323,952,953,954,435,590,451],"class_list":["post-41287","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-api","tag-api-guide","tag-api-integration","tag-custom-scraping-solutions","tag-data-extraction-api","tag-developer-tools","tag-outscraper-api","tag-python","tag-webhook"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/outscraper.com\/vi\/wp-json\/wp\/v2\/posts\/41287","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/outscraper.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/outscraper.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/outscraper.com\/vi\/wp-json\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/outscraper.com\/vi\/wp-json\/wp\/v2\/comments?post=41287"}],"version-history":[{"count":0,"href":"https:\/\/outscraper.com\/vi\/wp-json\/wp\/v2\/posts\/41287\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/outscraper.com\/vi\/wp-json\/wp\/v2\/media\/42038"}],"wp:attachment":[{"href":"https:\/\/outscraper.com\/vi\/wp-json\/wp\/v2\/media?parent=41287"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/outscraper.com\/vi\/wp-json\/wp\/v2\/categories?post=41287"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/outscraper.com\/vi\/wp-json\/wp\/v2\/tags?post=41287"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}