{"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\/de\/custom-data-extraction\/","title":{"rendered":"API Guide: How to Build Custom Data Extraction Applications"},"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=\"Inhaltsverzeichnis \u00f6ffnen\"><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=\"Inhaltsverzeichnis schlie\u00dfen\"><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>A step-by-step guide to custom data extraction using Outscraper API. Learn how to run your first request, structure data, and automate your workflow. <\/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\/de\/wp-json\/wp\/v2\/posts\/41287","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/outscraper.com\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/outscraper.com\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/outscraper.com\/de\/wp-json\/wp\/v2\/users\/19"}],"replies":[{"embeddable":true,"href":"https:\/\/outscraper.com\/de\/wp-json\/wp\/v2\/comments?post=41287"}],"version-history":[{"count":0,"href":"https:\/\/outscraper.com\/de\/wp-json\/wp\/v2\/posts\/41287\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/outscraper.com\/de\/wp-json\/wp\/v2\/media\/42038"}],"wp:attachment":[{"href":"https:\/\/outscraper.com\/de\/wp-json\/wp\/v2\/media?parent=41287"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/outscraper.com\/de\/wp-json\/wp\/v2\/categories?post=41287"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/outscraper.com\/de\/wp-json\/wp\/v2\/tags?post=41287"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}