{"id":6232,"date":"2023-10-18T14:47:43","date_gmt":"2023-10-18T14:47:43","guid":{"rendered":"https:\/\/royadata.io\/blog\/?p=6232"},"modified":"2023-10-18T14:47:43","modified_gmt":"2023-10-18T14:47:43","slug":"how-to-make-money-web-scraping","status":"publish","type":"post","link":"http:\/\/royadata.io\/blog\/how-to-make-money-web-scraping\/","title":{"rendered":"How to Make Money Web Scraping (2022 Edition)"},"content":{"rendered":"<blockquote>\n<p>Do you have web scraping skills, or you want to know the prospects of having such a skill? Then come in now and discover the best ways you can make money web scraping.<\/p>\n<\/blockquote>\n<p><picture class=\"aligncenter size-full wp-image-6758 perfmatters-lazy\" loading=\"lazy\"><source type=\"image\/webp\" data-srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/best-ways-for-make-money-using-web-scraping.jpg.webp 1000w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/best-ways-for-make-money-using-web-scraping-300x167.jpg.webp 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/best-ways-for-make-money-using-web-scraping-768x426.jpg.webp 768w\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201000%20555'%3E%3C\/svg%3E\" data-sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201000%20555'%3E%3C\/svg%3E\" alt=\"best ways for make money using web scraping\" width=\"1000\" height=\"555\" data-src=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/best-ways-for-make-money-using-web-scraping.jpg\" data-srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/best-ways-for-make-money-using-web-scraping.jpg 1000w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/best-ways-for-make-money-using-web-scraping-300x167.jpg 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/best-ways-for-make-money-using-web-scraping-768x426.jpg 768w\" data-sizes=\"(max-width: 1000px) 100vw, 1000px\" loading=\"lazy\" \/>\n<\/picture>\n<noscript><picture class=\"aligncenter size-full wp-image-6758\"><source type=\"image\/webp\" srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/best-ways-for-make-money-using-web-scraping.jpg.webp 1000w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/best-ways-for-make-money-using-web-scraping-300x167.jpg.webp 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/best-ways-for-make-money-using-web-scraping-768x426.jpg.webp 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\"\/><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/best-ways-for-make-money-using-web-scraping.jpg\" alt=\"best ways for make money using web scraping\" width=\"1000\" height=\"555\" srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/best-ways-for-make-money-using-web-scraping.jpg 1000w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/best-ways-for-make-money-using-web-scraping-300x167.jpg 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/best-ways-for-make-money-using-web-scraping-768x426.jpg 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\"\/>\n<\/picture>\n<\/noscript><\/p>\n<p>Before the Internet became accessible to many people around the world, the availability of data is a huge problem \u2013 this is no longer the case as the Internet has become one of the largest databases in the world with data in many forms \u2013 text, audio, and video. The availability of data on websites on the Internet opens up unique money-making opportunities to programmers that have the skills to <a href=\"https:\/\/royadata.io\/blog\/how-to-collect-big-data\/\">collect those data<\/a> in automated ways as manually collecting huge data can be time-wasting, error-prone, and sometimes not practicable.<\/p>\n<p>Are you a programmer and have skills in <a href=\"https:\/\/royadata.io\/blog\/web-scraping\/\">web scraping<\/a>, or you want to take up a career in the field? Then you need to know that regardless of your level of experience and skillsets, there is money to be made provided you have a reasonable skill in it. In this article, you will learn a good number of ways you can make money with your web scraping skills.<\/p>\n<hr\/>\n<h2 id=\"what-is-web-scraping\" class=\"ftwp-heading\" style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"What_is_Web_Scraping\"><\/span><strong>What is Web Scraping?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><picture class=\"aligncenter size-full wp-image-6772 perfmatters-lazy\" loading=\"lazy\"><source type=\"image\/webp\" data-srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraping-technology.jpg.webp 1004w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraping-technology-300x99.jpg.webp 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraping-technology-768x254.jpg.webp 768w\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201004%20332'%3E%3C\/svg%3E\" data-sizes=\"(max-width: 1004px) 100vw, 1004px\" \/><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201004%20332'%3E%3C\/svg%3E\" alt=\"Web Scraping technology\" width=\"1004\" height=\"332\" data-src=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraping-technology.jpg\" data-srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraping-technology.jpg 1004w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraping-technology-300x99.jpg 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraping-technology-768x254.jpg 768w\" data-sizes=\"(max-width: 1004px) 100vw, 1004px\" loading=\"lazy\" \/>\n<\/picture>\n<noscript><picture class=\"aligncenter size-full wp-image-6772\"><source type=\"image\/webp\" srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraping-technology.jpg.webp 1004w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraping-technology-300x99.jpg.webp 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraping-technology-768x254.jpg.webp 768w\" sizes=\"(max-width: 1004px) 100vw, 1004px\"\/><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraping-technology.jpg\" alt=\"Web Scraping technology\" width=\"1004\" height=\"332\" srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraping-technology.jpg 1004w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraping-technology-300x99.jpg 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraping-technology-768x254.jpg 768w\" sizes=\"(max-width: 1004px) 100vw, 1004px\"\/>\n<\/picture>\n<\/noscript><\/p>\n<p>Web scraping is the technical term used for the process of extracting data publicly available on web pages. Web scraping is carried out using computer programs known as web scrapers. <a href=\"https:\/\/royadata.io\/blog\/web-scraping-tools\/\">Web scrapers<\/a> are computer bots that automatically download web pages and parse out required data points to either use them immediately in making a decision or store them in a retrievable database that could be used later. For web scrapers to work, the process of extracting the required data must be predictive and replicable in an automated means.<\/p>\n<div class=\"su-youtube su-u-responsive-media-yes\">\n<div class=\"perfmatters-lazy-youtube\" data-src=\"https:\/\/www.youtube.com\/embed\/Ct8Gxo8StBU\" data-id=\"Ct8Gxo8StBU\" data-query onclick=\"if (!window.__cfRLUnblockHandlers) return false; perfmattersLazyLoadYouTube(this);\" data-cf-modified-099a3ace3c0cebee81eef328->\n<div><img loading=\"lazy\" decoding=\"async\" class=\"perfmatters-lazy\" src=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%20480%20360%3E%3C\/svg%3E\" data-src=\"https:\/\/i.ytimg.com\/vi\/Ct8Gxo8StBU\/hqdefault.jpg\" alt=\"YouTube video\" width=\"480\" height=\"360\" data-pin-nopin=\"true\"><\/p>\n<div class=\"play\"><\/div>\n<\/div>\n<\/div>\n<p><noscript><iframe loading=\"lazy\" width=\"600\" height=\"400\" src=\"https:\/\/www.youtube.com\/embed\/Ct8Gxo8StBU?\" frameborder=\"0\" allowfullscreen allow=\"autoplay; encrypted-media; picture-in-picture\" title=\"\"><\/iframe><\/noscript><\/div>\n<p>There are a good number of web scrapers in the market. Some are general web scrapers such as <a href=\"https:\/\/www.octoparse.com\/\"  rel=\"noopener noreferrer\">Octoparse<\/a> and <a href=\"https:\/\/www.scrapestorm.com\/\"  rel=\"noopener noreferrer\">ScrapeStorm<\/a>. Others are specialized scrapers for special purposes like <a href=\"https:\/\/royadata.io\/blog\/seo-proxies\/\">SEO<\/a> and website testing. The presence of these tools does not, in any way, make web scraping an unrewarding task. In fact, as you will come to realize, as you continue reading this article, there is a lot of money to be made in web scraping. But first, what are the required skills for web scraping?<\/p>\n<hr\/>\n<h2 id=\"what-are-the-required-skills-for-web-scraping\" class=\"ftwp-heading\" style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"What_are_the_Required_Skills_for_Web_Scraping\"><\/span><strong>What are the Required Skills for Web Scraping?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>If you have had a little idea about what web scraping is, you will know that it requires some forms of technical skills except if you want to make use of already-made web scrapers in the market. What are these skills?<\/p>\n<ul>\n<li>\n<h3 id=\"computer-programming-skills\" class=\"ftwp-heading\"><span class=\"ez-toc-section\" id=\"Computer_Programming_Skills\"><\/span><strong>Computer Programming Skills<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<\/li>\n<\/ul>\n<p>The number one skill required for developing web scrapers is computer programming. Web scrapers are computer programs and written using computer programming languages. While you can potentially use any of the Turing complete programming languages, <a href=\"https:\/\/royadata.io\/blog\/web-scraping-with-python\/\">Python<\/a>, Node.js, Ruby, C\/C++, and PHP are the popular languages for developing web scraping tools.<\/p>\n<p>Each of these languages has libraries that can help you speed up development and develop better scrapers. However, Python seems to be the favorite. It has an extensive and easy to use support for web scraping with a good number of libraries and frameworks available.<\/p>\n<p><picture class=\"aligncenter size-full wp-image-6750 perfmatters-lazy\" loading=\"lazy\"><source type=\"image\/webp\" data-srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Computer-Programming-Skills-for-Web-Scraping.png.webp 975w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Computer-Programming-Skills-for-Web-Scraping-300x153.png.webp 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Computer-Programming-Skills-for-Web-Scraping-768x392.png.webp 768w\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%20975%20498'%3E%3C\/svg%3E\" data-sizes=\"(max-width: 975px) 100vw, 975px\" \/><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%20975%20498'%3E%3C\/svg%3E\" alt=\"Computer Programming Skills for Web Scraping\" width=\"975\" height=\"498\" data-src=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Computer-Programming-Skills-for-Web-Scraping.png\" data-srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Computer-Programming-Skills-for-Web-Scraping.png 975w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Computer-Programming-Skills-for-Web-Scraping-300x153.png 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Computer-Programming-Skills-for-Web-Scraping-768x392.png 768w\" data-sizes=\"(max-width: 975px) 100vw, 975px\" loading=\"lazy\" \/>\n<\/picture>\n<noscript><picture class=\"aligncenter size-full wp-image-6750\"><source type=\"image\/webp\" srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Computer-Programming-Skills-for-Web-Scraping.png.webp 975w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Computer-Programming-Skills-for-Web-Scraping-300x153.png.webp 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Computer-Programming-Skills-for-Web-Scraping-768x392.png.webp 768w\" sizes=\"(max-width: 975px) 100vw, 975px\"\/><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Computer-Programming-Skills-for-Web-Scraping.png\" alt=\"Computer Programming Skills for Web Scraping\" width=\"975\" height=\"498\" srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Computer-Programming-Skills-for-Web-Scraping.png 975w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Computer-Programming-Skills-for-Web-Scraping-300x153.png 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Computer-Programming-Skills-for-Web-Scraping-768x392.png 768w\" sizes=\"(max-width: 975px) 100vw, 975px\"\/>\n<\/picture>\n<\/noscript><\/p>\n<p>Generally, you need to know how to use programming to programmatically retrieve web pages, parse their content, extract required data, and either uses them immediately or store them \u2013 that\u2019s what web scraping entails. With Python, you can use <a href=\"https:\/\/requests.readthedocs.io\/en\/master\/\"  rel=\"noopener noreferrer\">Requests<\/a> for sending HTTP requests and <a href=\"https:\/\/www.crummy.com\/software\/BeautifulSoup\/bs4\/doc\/\"  rel=\"noopener noreferrer\">Beautifulsoup<\/a> for parsing out the required data. Depending on the nature of websites in question, you might need a browser automation tool like <a href=\"https:\/\/www.selenium.dev\/\"  rel=\"noopener noreferrer\">Selenium<\/a>. For a complete framework, <a href=\"https:\/\/scrapy.org\/\"  rel=\"noopener noreferrer\">Scrapy<\/a> is a popular web scraping framework.<\/p>\n<p>Related,<\/p>\n<ul>\n<li><a href=\"https:\/\/royadata.io\/blog\/scrapy-vs-selenium-vs-beautifulsoup-for-web-scraping\/\">Scrapy Vs. Beautifulsoup Vs. Selenium for Web Scraping<\/a><\/li>\n<li><a href=\"https:\/\/royadata.io\/blog\/how-to-build-a-web-crawler-using-selenium-proxies\/\">Building a Web Crawler Using Selenium and Proxies<\/a><\/li>\n<li><a href=\"https:\/\/royadata.io\/blog\/web-scraping-javascript-tutorials\/\">How to scrape HTML from a website Using Javascript?<\/a><\/li>\n<\/ul>\n<hr\/>\n<ul>\n<li>\n<h3 id=\"evading-anti-scraping-systems\" class=\"ftwp-heading\"><span class=\"ez-toc-section\" id=\"Evading_Anti-scraping_Systems\"><\/span><strong>Evading Anti-scraping Systems<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<\/li>\n<\/ul>\n<p>It might interest you to know that websites do not like being scraped. Some dislike scraping because of the too many requests web scrapers send, which eventually adds up to their running cost without any benefit to them.<\/p>\n<p>Others fight web scraping because they paid for the data they publicly display, while others do it to protect the rights of their users in terms of the user-generated content. In fact, it is high time you know that most websites cherish their data and wouldn\u2019t hand them over to you easily. Some provide <a href=\"https:\/\/royadata.io\/blog\/web-scraping-api\/\">paid APIs<\/a> to earn from the data.<\/p>\n<p><picture class=\"aligncenter size-full wp-image-6751 perfmatters-lazy\" loading=\"lazy\"><source type=\"image\/webp\" data-srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Anti-scraping-Systems-for-Web-Scraping.jpg.webp 960w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Anti-scraping-Systems-for-Web-Scraping-300x156.jpg.webp 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Anti-scraping-Systems-for-Web-Scraping-768x400.jpg.webp 768w\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%20960%20500'%3E%3C\/svg%3E\" data-sizes=\"(max-width: 960px) 100vw, 960px\" \/><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%20960%20500'%3E%3C\/svg%3E\" alt=\"Anti-scraping Systems for Web Scraping\" width=\"960\" height=\"500\" data-src=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Anti-scraping-Systems-for-Web-Scraping.jpg\" data-srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Anti-scraping-Systems-for-Web-Scraping.jpg 960w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Anti-scraping-Systems-for-Web-Scraping-300x156.jpg 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Anti-scraping-Systems-for-Web-Scraping-768x400.jpg 768w\" data-sizes=\"(max-width: 960px) 100vw, 960px\" loading=\"lazy\" \/>\n<\/picture>\n<noscript><picture class=\"aligncenter size-full wp-image-6751\"><source type=\"image\/webp\" srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Anti-scraping-Systems-for-Web-Scraping.jpg.webp 960w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Anti-scraping-Systems-for-Web-Scraping-300x156.jpg.webp 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Anti-scraping-Systems-for-Web-Scraping-768x400.jpg.webp 768w\" sizes=\"(max-width: 960px) 100vw, 960px\"\/><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Anti-scraping-Systems-for-Web-Scraping.jpg\" alt=\"Anti-scraping Systems for Web Scraping\" width=\"960\" height=\"500\" srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Anti-scraping-Systems-for-Web-Scraping.jpg 960w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Anti-scraping-Systems-for-Web-Scraping-300x156.jpg 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Anti-scraping-Systems-for-Web-Scraping-768x400.jpg 768w\" sizes=\"(max-width: 960px) 100vw, 960px\"\/>\n<\/picture>\n<\/noscript><\/p>\n<p>So, your web scraper will most likely <a href=\"https:\/\/royadata.io\/blog\/ip-blocker\/\">get blocked<\/a> if it does not incorporate techniques to evade detection as a web scraper. <a href=\"https:\/\/royadata.io\/blog\/scrape-a-website-never-get-blacklisted\/\">Evading anti-scraping systems<\/a> is out of the scope of this article, but at the basic level, you will need to make use of proxies in other to <a href=\"https:\/\/royadata.io\/blog\/how-to-hide-ip-address\/\">hide your IP footprint<\/a> and then <a href=\"https:\/\/royadata.io\/blog\/ip-rotation\/\">rotate IP addresses<\/a> to avoid exceeding requests limit. You will also need to rotate headers and mimic popular browsers. For some websites, you will need to use Captcha solvers.<\/p>\n<ul>\n<li><a href=\"https:\/\/royadata.io\/blog\/how-to-avoid-captcha\/\">How to Avoid reCaptcha?<\/a><\/li>\n<\/ul>\n<hr\/>\n<ul>\n<li>\n<h3 id=\"engineering-skills\" class=\"ftwp-heading\"><span class=\"ez-toc-section\" id=\"Engineering_Skills\"><\/span><strong>Engineering Skills<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<\/li>\n<\/ul>\n<p>When I say engineering skills, don\u2019t get scared, not all web scrapers require you to have software engineering knowledge in other to build them. In fact, an overwhelming number of web scrapers do not even require them. However, if you are going to be scraping hundreds of thousands or even millions of web pages, then you will have to plan ahead. Regular web scrapers won\u2019t do the job \u2013 likewise, regular database systems.<\/p>\n<p><picture class=\"aligncenter wp-image-6752 perfmatters-lazy\" loading=\"lazy\"><source type=\"image\/webp\" data-srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraper-using-Engineering-Skills.jpeg.webp 1000w, https:\/\/www.bestproxyreviews.com\/wp-content\/uploads\/2020\/10\/web-scraper-using-Engineering-Skills-300x169.jpeg.webp 300w, https:\/\/www.bestproxyreviews.com\/wp-content\/uploads\/2020\/10\/web-scraper-using-Engineering-Skills-768x432.jpeg.webp 768w\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201000%20562'%3E%3C\/svg%3E\" data-sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201000%20562'%3E%3C\/svg%3E\" alt=\"web scraper using Engineering Skills\" width=\"1000\" height=\"562\" data-src=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraper-using-Engineering-Skills.jpeg\" data-srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraper-using-Engineering-Skills.jpeg 1000w, https:\/\/www.bestproxyreviews.com\/wp-content\/uploads\/2020\/10\/web-scraper-using-Engineering-Skills-300x169.jpeg 300w, https:\/\/www.bestproxyreviews.com\/wp-content\/uploads\/2020\/10\/web-scraper-using-Engineering-Skills-768x432.jpeg 768w\" data-sizes=\"(max-width: 1000px) 100vw, 1000px\" loading=\"lazy\" \/>\n<\/picture>\n<noscript><picture class=\"aligncenter wp-image-6752\"><source type=\"image\/webp\" srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraper-using-Engineering-Skills.jpeg.webp 1000w, https:\/\/www.bestproxyreviews.com\/wp-content\/uploads\/2020\/10\/web-scraper-using-Engineering-Skills-300x169.jpeg.webp 300w, https:\/\/www.bestproxyreviews.com\/wp-content\/uploads\/2020\/10\/web-scraper-using-Engineering-Skills-768x432.jpeg.webp 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\"\/><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraper-using-Engineering-Skills.jpeg\" alt=\"web scraper using Engineering Skills\" width=\"1000\" height=\"562\" srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraper-using-Engineering-Skills.jpeg 1000w, https:\/\/www.bestproxyreviews.com\/wp-content\/uploads\/2020\/10\/web-scraper-using-Engineering-Skills-300x169.jpeg 300w, https:\/\/www.bestproxyreviews.com\/wp-content\/uploads\/2020\/10\/web-scraper-using-Engineering-Skills-768x432.jpeg 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\"\/>\n<\/picture>\n<\/noscript><\/p>\n<p>You will need to build your web scraper using a distributed architecture so that you will have scrapers running on many computers\/servers. The database system also has to be distributed. There are other things you will need to consider, including exceptions, handling wrong data, <a href=\"https:\/\/www.pentestpartners.com\/security-blog\/need-to-avoid-a-honeypot-heres-how\/\"  rel=\"noopener noreferrer\">avoiding honeypots<\/a>, and a host of other things.<\/p>\n<hr\/>\n<h2 id=\"ways-to-make-money-web-scraping\" class=\"ftwp-heading\" style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Ways_to_Make_Money_Web_Scraping\"><\/span><strong>Ways to Make Money Web Scraping<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>If you have the skills described above and you can comfortably develop web scrapers to scrape most websites on the Internet, then there are many money-making opportunities available. Below are some of the most popular.<\/p>\n<hr\/>\n<h3 id=\"develop-custom-web-scrapers-for-businesses-and-researchers\" class=\"ftwp-heading\" style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Develop_Custom_Web_Scrapers_for_Businesses_and_Researchers\"><\/span><strong>Develop Custom Web Scrapers for Businesses and Researchers<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>The reason why this one comes first is the ease at which you can make money with it. It might interest you to know that businesses are increasingly seeing the importance of making data-based decisions and the Internet is one of their sources.<\/p>\n<p>Many of them have unique needs and are looking for a developer that could develop a web scraper they can use periodically to scrape. One advantage of this is that if you do a good job, you will be retained as the maintainer of the scraper.<\/p>\n<p><picture class=\"aligncenter size-full wp-image-6754 perfmatters-lazy\" loading=\"lazy\"><source type=\"image\/webp\" data-srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraper-for-Businesses.jpg.webp 1000w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraper-for-Businesses-300x170.jpg.webp 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraper-for-Businesses-768x436.jpg.webp 768w\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201000%20568'%3E%3C\/svg%3E\" data-sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201000%20568'%3E%3C\/svg%3E\" alt=\"Web Scraper for Businesses\" width=\"1000\" height=\"568\" data-src=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraper-for-Businesses.jpg\" data-srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraper-for-Businesses.jpg 1000w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraper-for-Businesses-300x170.jpg 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraper-for-Businesses-768x436.jpg 768w\" data-sizes=\"(max-width: 1000px) 100vw, 1000px\" loading=\"lazy\" \/>\n<\/picture>\n<noscript><picture class=\"aligncenter size-full wp-image-6754\"><source type=\"image\/webp\" srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraper-for-Businesses.jpg.webp 1000w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraper-for-Businesses-300x170.jpg.webp 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraper-for-Businesses-768x436.jpg.webp 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\"\/><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraper-for-Businesses.jpg\" alt=\"Web Scraper for Businesses\" width=\"1000\" height=\"568\" srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraper-for-Businesses.jpg 1000w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraper-for-Businesses-300x170.jpg 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-Scraper-for-Businesses-768x436.jpg 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\"\/>\n<\/picture>\n<\/noscript><\/p>\n<p>Web scrapers stop working when the layout of its target website changes. For this reason, businesses that use custom web scrapers will need to constantly get them updated. You can get gigs from Freelance websites such as <a href=\"https:\/\/www.upwork.com\/freelance-jobs\/web-scraping\/\"  rel=\"noopener noreferrer\">Upwork<\/a>. I have seen a lot of web scraping gigs on Upwork that pays handsomely.<\/p>\n<hr\/>\n<h3 id=\"offer-web-scraping-service\" class=\"ftwp-heading\" style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Offer_Web_Scraping_Service\"><\/span><strong>Offer Web Scraping Service<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><picture class=\"aligncenter size-full wp-image-6761 perfmatters-lazy\" loading=\"lazy\"><source type=\"image\/webp\" data-srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Offer-Web-Scraping-Service.png.webp 921w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Offer-Web-Scraping-Service-300x217.png.webp 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Offer-Web-Scraping-Service-768x555.png.webp 768w\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%20921%20666'%3E%3C\/svg%3E\" data-sizes=\"(max-width: 921px) 100vw, 921px\" \/><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%20921%20666'%3E%3C\/svg%3E\" alt=\"Offer Web Scraping Service\" width=\"921\" height=\"666\" data-src=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Offer-Web-Scraping-Service.png\" data-srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Offer-Web-Scraping-Service.png 921w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Offer-Web-Scraping-Service-300x217.png 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Offer-Web-Scraping-Service-768x555.png 768w\" data-sizes=\"(max-width: 921px) 100vw, 921px\" loading=\"lazy\" \/>\n<\/picture>\n<noscript><picture class=\"aligncenter size-full wp-image-6761\"><source type=\"image\/webp\" srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Offer-Web-Scraping-Service.png.webp 921w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Offer-Web-Scraping-Service-300x217.png.webp 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Offer-Web-Scraping-Service-768x555.png.webp 768w\" sizes=\"(max-width: 921px) 100vw, 921px\"\/><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Offer-Web-Scraping-Service.png\" alt=\"Offer Web Scraping Service\" width=\"921\" height=\"666\" srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Offer-Web-Scraping-Service.png 921w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Offer-Web-Scraping-Service-300x217.png 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Offer-Web-Scraping-Service-768x555.png 768w\" sizes=\"(max-width: 921px) 100vw, 921px\"\/>\n<\/picture>\n<\/noscript><\/p>\n<p>Some clients with an interest in collecting data online are not interested in any form of web scraper. All they are interested in is data, and as such, all that\u2019s required for you to do in other to earn money from such clients is to scrape the data and hand it over to them.<\/p>\n<p>Unlike in the case above, you will have to develop the scraper and then run it until you have scraped all the required data. This is different from just <a href=\"https:\/\/royadata.io\/blog\/python-web-scraper-tutorial\/\">developing a scraper<\/a>. You can even take this further by starting a data scraping business where your sole aim is to provide businesses with data.<\/p>\n<ul>\n<li><a href=\"https:\/\/royadata.io\/blog\/travel-fare-aggregation-proxies\/\">The Best Travel Fare Aggregation Proxy Provider<\/a><\/li>\n<li><a href=\"https:\/\/royadata.io\/blog\/proxies-for-price-aggregation\/\">The Best Proxies for Price Aggregation<\/a><\/li>\n<\/ul>\n<hr\/>\n<h3 id=\"develop-web-scrapers-for-sale\" class=\"ftwp-heading\" style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Develop_Web_Scrapers_for_Sale\"><\/span><strong>Develop Web Scrapers for Sale<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<div class=\"su-youtube su-u-responsive-media-yes\">\n<div class=\"perfmatters-lazy-youtube\" data-src=\"https:\/\/www.youtube.com\/embed\/CHUxmVVH2AQ\" data-id=\"CHUxmVVH2AQ\" data-query onclick=\"if (!window.__cfRLUnblockHandlers) return false; perfmattersLazyLoadYouTube(this);\" data-cf-modified-099a3ace3c0cebee81eef328->\n<div><img loading=\"lazy\" decoding=\"async\" class=\"perfmatters-lazy\" src=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%20480%20360%3E%3C\/svg%3E\" data-src=\"https:\/\/i.ytimg.com\/vi\/CHUxmVVH2AQ\/hqdefault.jpg\" alt=\"YouTube video\" width=\"480\" height=\"360\" data-pin-nopin=\"true\"><\/p>\n<div class=\"play\"><\/div>\n<\/div>\n<\/div>\n<p><noscript><iframe loading=\"lazy\" width=\"600\" height=\"400\" src=\"https:\/\/www.youtube.com\/embed\/CHUxmVVH2AQ?\" frameborder=\"0\" allowfullscreen allow=\"autoplay; encrypted-media; picture-in-picture\" title=\"\"><\/iframe><\/noscript><\/div>\n<p>In the first method above, you wait for businesses to come with unique ideas, and then you build scrapers to meet their requirement. In this case, you come up with an idea of web scrapers that businesses will like and then develop them. Take, for instance, Octoparse is a web scraper that people pay to use. It was developed for use by non-technical users.<\/p>\n<p>Another popular web scraper people pay for is <a href=\"https:\/\/royadata.io\/blog\/why-the-harvester-on-your-scrapebox-isnt-working\/\">ScrapeBox<\/a>, dubbed the Swiss Army Knife of SEO. There are a good number of them in the market. However, there are still a good number of unimplemented ideas. Think outside the box and develop one that you can sell for money.<\/p>\n<blockquote>\n<p style=\"text-align: center;\"><strong><a href=\"https:\/\/royadata.io\/blog\/amazon-scraper\/\">Amazon Scraper<\/a> |\u00a0<a href=\"https:\/\/royadata.io\/blog\/yelp-scraper\/\">Yelp Scraper<\/a> |\u00a0<a href=\"https:\/\/royadata.io\/blog\/ebay-scraper\/\">eBay Scraper<\/a> |\u00a0<a href=\"https:\/\/royadata.io\/blog\/zillow-scraper\/\">Zillow Scraper<\/a> <\/strong><<\/p>\n<\/blockquote>\n<hr\/>\n<h3 style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Make_passive_income_as_an_contributor_from_web_scraping_platform\"><\/span><strong>Make passive income as an contributor from web scraping platform<br \/>\n<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><picture class=\"aligncenter size-full wp-image-10247 perfmatters-lazy\" loading=\"lazy\"><source type=\"image\/webp\" data-srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-contributor.png.webp 1000w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-contributor-300x146.png.webp 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-contributor-768x372.png.webp 768w\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201000%20485'%3E%3C\/svg%3E\" data-sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201000%20485'%3E%3C\/svg%3E\" alt=\"web scraping contributor\" width=\"1000\" height=\"485\" data-src=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-contributor.png\" data-srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-contributor.png 1000w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-contributor-300x146.png 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-contributor-768x372.png 768w\" data-sizes=\"(max-width: 1000px) 100vw, 1000px\" loading=\"lazy\" \/>\n<\/picture>\n<noscript><picture class=\"aligncenter size-full wp-image-10247\"><source type=\"image\/webp\" srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-contributor.png.webp 1000w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-contributor-300x146.png.webp 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-contributor-768x372.png.webp 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\"\/><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-contributor.png\" alt=\"web scraping contributor\" width=\"1000\" height=\"485\" srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-contributor.png 1000w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-contributor-300x146.png 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-contributor-768x372.png 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\"\/>\n<\/picture>\n<\/noscript><\/p>\n<p>There are plenty of customers out there who are willing to pay to use web scrapers. If you have the technical ability to create a scraper, you can make money from it. But hosting and maintaining even a small <a href=\"https:\/\/searchcloudcomputing.techtarget.com\/definition\/Software-as-a-Service\"  rel=\"nofollow noopener noreferrer\">software-as-a-service (SaaS)<\/a> product can be challenging. So it makes sense to use a <a href=\"https:\/\/royadata.io\/blog\/apify-proxy\/\">platform like Apify<\/a> to publish your scraper.<\/p>\n<p>Apify will take care of scaling the cloud infrastructure, billing, website, and will even help you with marketing and getting customers. The Apify platform makes it easy to develop, run, and publish your scraper and you can then charge users a simple monthly fee for it in Apify Store. If you choose the right scraper, you could make substantial passive income from your code.<\/p>\n<hr\/>\n<h3 id=\"selling-data-and-leads\" class=\"ftwp-heading\" style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Selling_Data_and_Leads\"><\/span><strong>Selling Data and Leads<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><picture class=\"aligncenter wp-image-6762 size-full perfmatters-lazy\" loading=\"lazy\"><source type=\"image\/webp\" data-srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Selling-Data-and-Leads.jpg.webp 1000w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Selling-Data-and-Leads-300x163.jpg.webp 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Selling-Data-and-Leads-768x418.jpg.webp 768w\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201000%20544'%3E%3C\/svg%3E\" data-sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201000%20544'%3E%3C\/svg%3E\" alt=\"Selling Data and Leads\" width=\"1000\" height=\"544\" data-src=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Selling-Data-and-Leads.jpg\" data-srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Selling-Data-and-Leads.jpg 1000w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Selling-Data-and-Leads-300x163.jpg 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Selling-Data-and-Leads-768x418.jpg 768w\" data-sizes=\"(max-width: 1000px) 100vw, 1000px\" loading=\"lazy\" \/>\n<\/picture>\n<noscript><picture class=\"aligncenter wp-image-6762 size-full\"><source type=\"image\/webp\" srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Selling-Data-and-Leads.jpg.webp 1000w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Selling-Data-and-Leads-300x163.jpg.webp 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Selling-Data-and-Leads-768x418.jpg.webp 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\"\/><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Selling-Data-and-Leads.jpg\" alt=\"Selling Data and Leads\" width=\"1000\" height=\"544\" srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Selling-Data-and-Leads.jpg 1000w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Selling-Data-and-Leads-300x163.jpg 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Selling-Data-and-Leads-768x418.jpg 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\"\/>\n<\/picture>\n<\/noscript><\/p>\n<p>I know you might think this method is the same as offering web scraping service \u2013 but no, it is not. This method entails you scraping important data and presenting them in a structured format for buyers. There are a good number of websites that make their money by <a href=\"https:\/\/www.lotame.com\/how-to-monetize-your-data\/\"  rel=\"noopener noreferrer\">selling data<\/a>.<\/p>\n<p>Take, for instance; you can scrape performance data of all footballs in a particular league and sell them to those that need them. You can create a database of online users on social platforms and sell them as lead to businesses. These are just examples; there is a good number of data you can collect free online and sell them for profit.<\/p>\n<hr\/>\n<h3 id=\"scrape-data-and-create-application-around-it\" class=\"ftwp-heading\" style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Scrape_Data_and_Create_Application_Around_it\"><\/span><strong>Scrape Data and Create Application Around it<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><picture class=\"aligncenter size-full wp-image-6755 perfmatters-lazy\" loading=\"lazy\"><source type=\"image\/webp\" data-srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Data-scraping-Application.jpg.webp 1000w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Data-scraping-Application-300x166.jpg.webp 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Data-scraping-Application-768x424.jpg.webp 768w\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201000%20552'%3E%3C\/svg%3E\" data-sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201000%20552'%3E%3C\/svg%3E\" alt=\"Data scraping Application\" width=\"1000\" height=\"552\" data-src=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Data-scraping-Application.jpg\" data-srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Data-scraping-Application.jpg 1000w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Data-scraping-Application-300x166.jpg 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Data-scraping-Application-768x424.jpg 768w\" data-sizes=\"(max-width: 1000px) 100vw, 1000px\" loading=\"lazy\" \/>\n<\/picture>\n<noscript><picture class=\"aligncenter size-full wp-image-6755\"><source type=\"image\/webp\" srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Data-scraping-Application.jpg.webp 1000w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Data-scraping-Application-300x166.jpg.webp 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Data-scraping-Application-768x424.jpg.webp 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\"\/><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Data-scraping-Application.jpg\" alt=\"Data scraping Application\" width=\"1000\" height=\"552\" srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Data-scraping-Application.jpg 1000w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Data-scraping-Application-300x166.jpg 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Data-scraping-Application-768x424.jpg 768w\" sizes=\"(max-width: 1000px) 100vw, 1000px\"\/>\n<\/picture>\n<\/noscript><\/p>\n<p>Let me give you an idea I wanted to implement in the past but had to move on to something else. I wanted to create a football match prediction program that works by scraping the head to head performance of teams and then carrying out some <a href=\"https:\/\/royadata.io\/blog\/statistical-analysis-methods\/\">analysis<\/a> on it to draw a decision.<\/p>\n<p>Many of the soccer prediction sites scrape data in the background. If you\u2019re not the type that has an interest in that, there are other ideas that use data in the background. SEO tools that such as <a href=\"https:\/\/moz.com\/\"  rel=\"noopener noreferrer\">Moz<\/a> that provide SEO scores for links and Domain do that with the help of web scraping. You could create online directories and business pages by scraping business information online.<\/p>\n<ul>\n<li><a href=\"https:\/\/royadata.io\/blog\/using-proxies-to-scrape-whois-domain-data\/\">Using Proxies to Scrape Whois Domain Data<\/a><\/li>\n<li><a href=\"https:\/\/royadata.io\/blog\/how-to-scrape-linkedin-using-proxies\/\">How to Scrape Data from Linkedin Using Proxies<\/a><\/li>\n<\/ul>\n<hr\/>\n<h3 id=\"create-web-apis\" class=\"ftwp-heading\" style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Create_Web_APIs\"><\/span><strong>Create Web APIs<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><picture class=\"aligncenter wp-image-6756 perfmatters-lazy\" loading=\"lazy\"><source type=\"image\/webp\" data-srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-APIs-with-web-scraping.png.webp 1600w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-APIs-with-web-scraping-300x129.png.webp 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-APIs-with-web-scraping-1024x439.png.webp 1024w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-APIs-with-web-scraping-768x329.png.webp 768w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-APIs-with-web-scraping-1536x659.png.webp 1536w\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201000%20429'%3E%3C\/svg%3E\" data-sizes=\"(max-width: 1000px) 100vw, 1000px\" \/><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%201000%20429'%3E%3C\/svg%3E\" alt=\"Web APIs with web scraping\" width=\"1000\" height=\"429\" data-src=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-APIs-with-web-scraping.png\" data-srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-APIs-with-web-scraping.png 1600w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-APIs-with-web-scraping-300x129.png 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-APIs-with-web-scraping-1024x439.png 1024w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-APIs-with-web-scraping-768x329.png 768w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-APIs-with-web-scraping-1536x659.png 1536w\" data-sizes=\"(max-width: 1000px) 100vw, 1000px\" loading=\"lazy\" \/>\n<\/picture>\n<noscript><picture class=\"aligncenter wp-image-6756\"><source type=\"image\/webp\" srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-APIs-with-web-scraping.png.webp 1600w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-APIs-with-web-scraping-300x129.png.webp 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-APIs-with-web-scraping-1024x439.png.webp 1024w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-APIs-with-web-scraping-768x329.png.webp 768w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-APIs-with-web-scraping-1536x659.png.webp 1536w\" sizes=\"(max-width: 1000px) 100vw, 1000px\"\/><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-APIs-with-web-scraping.png\" alt=\"Web APIs with web scraping\" width=\"1000\" height=\"429\" srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-APIs-with-web-scraping.png 1600w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-APIs-with-web-scraping-300x129.png 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-APIs-with-web-scraping-1024x439.png 1024w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-APIs-with-web-scraping-768x329.png 768w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/Web-APIs-with-web-scraping-1536x659.png 1536w\" sizes=\"(max-width: 1000px) 100vw, 1000px\"\/>\n<\/picture>\n<\/noscript><\/p>\n<p>Another way you can make money through web scraping is by creating web APIs and monetizing them. For those that do not know what APIs are, the term stands for Application Programming Interface. You can scrape data that websites can programmatically access via your <a href=\"https:\/\/rapidapi.com\/blog\/most-popular-api\/\"  rel=\"noopener noreferrer\">paid web APIs<\/a>.<\/p>\n<p>If you do not want to deal with a huge database, you can simply do the scraping in the background and return the required data as a response. There\u2019s a whole lot of data you can provide via web APIs. But you need to know that programmers are your target audience as they are the only ones that deal with them.<\/p>\n<hr\/>\n<h3 id=\"buy-items-at-cheaper-prices-for-resale\" class=\"ftwp-heading\" style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Buy_items_at_Cheaper_Prices_for_Resale\"><\/span><strong>Buy items at Cheaper Prices for Resale<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>It might interest you to know that you can profit a great deal from deals. A good number of e-commerce stores sell some of their products at discounted prices. Some stores offer clearance sales.<\/p>\n<p>You can use web scraping to monitor the prices of the items and discover discounts that could be of interest to you. You should be able to buy some items you can later sell at higher prices. To make more money, you can even make the <a href=\"https:\/\/royadata.io\/blog\/price-monitoring-tools\/\">price monitoring tool<\/a> web-based and get others to make use of it, which you can monetize in different ways.<\/p>\n<hr\/>\n<h3 id=\"create-purchase-bots\" class=\"ftwp-heading\" style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Create_Purchase_Bots\"><\/span><strong>Create Purchase Bots<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><picture class=\"aligncenter size-full wp-image-6757 perfmatters-lazy\" loading=\"lazy\"><source type=\"image\/webp\" data-srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-bot.jpg.webp 960w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-bot-300x225.jpg.webp 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-bot-768x576.jpg.webp 768w\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%20960%20720'%3E%3C\/svg%3E\" data-sizes=\"(max-width: 960px) 100vw, 960px\" \/><img decoding=\"async\" src=\"data:image\/svg+xml,%3Csvg%20xmlns='http:\/\/www.w3.org\/2000\/svg'%20viewBox='0%200%20960%20720'%3E%3C\/svg%3E\" alt=\"web scraping bot\" width=\"960\" height=\"720\" data-src=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-bot.jpg\" data-srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-bot.jpg 960w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-bot-300x225.jpg 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-bot-768x576.jpg 768w\" data-sizes=\"(max-width: 960px) 100vw, 960px\" loading=\"lazy\" \/>\n<\/picture>\n<noscript><picture class=\"aligncenter size-full wp-image-6757\"><source type=\"image\/webp\" srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-bot.jpg.webp 960w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-bot-300x225.jpg.webp 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-bot-768x576.jpg.webp 768w\" sizes=\"(max-width: 960px) 100vw, 960px\"\/><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-bot.jpg\" alt=\"web scraping bot\" width=\"960\" height=\"720\" srcset=\"https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-bot.jpg 960w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-bot-300x225.jpg 300w, https:\/\/royadata.io\/blog\/wp-content\/uploads\/2023\/10\/web-scraping-bot-768x576.jpg 768w\" sizes=\"(max-width: 960px) 100vw, 960px\"\/>\n<\/picture>\n<\/noscript><\/p>\n<p>With skills in <a href=\"https:\/\/royadata.io\/blog\/crawling-vs-scraping\/\">web scraping and crawling<\/a>, you can actually create bots that carry out purchases online. Take, for instance; you can create bots for copping limited-edition sneakers. There\u2019s also a market for <a href=\"https:\/\/royadata.io\/blog\/ticketing-proxies\/\">ticket scalpin<\/a>g. In fact, any product that is in limited supply and there is a high demand for it is a potential product you can create a purchase or check out bot for.<\/p>\n<p>After creating the bot, you can commercialize it and make a lot of money. <a href=\"https:\/\/royadata.io\/blog\/sneaker-bots\/\">Sneaker copping bots<\/a> that work get sold out in no time. However, it is important I stress here that selling bots is competitive \u2013 and your bot has to have the required features to beat the competition. Another way to make money from your bot is by using it to buy limited-edition items and reselling them at higher prices.<\/p>\n<ul>\n<li><a href=\"https:\/\/royadata.io\/blog\/ebay-proxies-to-avoid-bans\/\">Shopping and Selling on eBay with Proxies to Avoid Bans<\/a><\/li>\n<\/ul>\n<hr\/>\n<h3 id=\"teach-novice-the-skills-of-web-scraping\" class=\"ftwp-heading\" style=\"text-align: center;\"><span class=\"ez-toc-section\" id=\"Teach_Novice_the_Skills_of_Web_Scraping\"><\/span><strong>Teach Novice the Skills of Web Scraping<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Another way to make money is by teaching developers or intending developers on how to develop web scrapers. There\u2019s a lot of opportunities in this. You can <a href=\"https:\/\/www.youtube.com\/watch?v=FJsW-_16sTQ\"  rel=\"noopener noreferrer\">start a YouTube channel<\/a> or a blog. You can also write books and sales on Amazon and your own sales channels, such as social media pages.<\/p>\n<ul>\n<li><a href=\"https:\/\/royadata.io\/blog\/amazon-stealth-account\/\">How to Create a Stealth Amazon Account<\/a><\/li>\n<\/ul>\n<p>The most important thing is doing research to make sure your unique tutorials are needed, and the tutorial you create should meet their requirements. If you\u2019re able to get a sizeable number of audience and you become popular, you might end up becoming an authority, which will give you more access to other money-making opportunities.<\/p>\n<hr\/>\n<pre style=\"text-align: center;\"><strong>Conclusion<\/strong><\/pre>\n<p>Looking at the list above, you will see that if you\u2019re really serious about making money through web scraping, there are many options for you to choose from. However, as a way of concluding this article, I will have to stress here that most of the illegalities associated with web scraping stem from the commercialization of data scraped.<\/p>\n<p>I will advise you to speak to a lawyer and be sure you\u2019re not breaking any rule before going ahead with your chosen method. But on a generalized basis, web scraping is completely legal \u2013 it is what you use it for that might make it illegal.<\/p>\n<hr\/>\n<ul>\n<li><a href=\"https:\/\/royadata.io\/blog\/scraping-craigslist\/\">The Ultimate Guide to Scraping Craigslist Data with Software<\/a><\/li>\n<li><a href=\"https:\/\/royadata.io\/blog\/web-scraping-software\/\">The Best Web Scraping Software to Extract Data<\/a><\/li>\n<li><a href=\"https:\/\/royadata.io\/blog\/web-scraping-proxies\/\">Proxy API, Datacenter, Residential Proxies for Scraping<\/a><\/li>\n<li><a href=\"https:\/\/royadata.io\/blog\/email-scraping-tools\/\">Email Scraping Tools and Email Extractor<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Do you have web scraping skills, or you want to know the prospects of having such a skill? Then come in now and discover the best ways you can make money web scraping. Before the Internet became accessible to many people around the world, the availability of data is a huge problem \u2013 this is &#8230; <a title=\"How to Make Money Web Scraping (2022 Edition)\" class=\"read-more\" href=\"http:\/\/royadata.io\/blog\/how-to-make-money-web-scraping\/\" aria-label=\"More on How to Make Money Web Scraping (2022 Edition)\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":411,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"_links":{"self":[{"href":"http:\/\/royadata.io\/blog\/wp-json\/wp\/v2\/posts\/6232"}],"collection":[{"href":"http:\/\/royadata.io\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/royadata.io\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/royadata.io\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/royadata.io\/blog\/wp-json\/wp\/v2\/comments?post=6232"}],"version-history":[{"count":0,"href":"http:\/\/royadata.io\/blog\/wp-json\/wp\/v2\/posts\/6232\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/royadata.io\/blog\/wp-json\/wp\/v2\/media\/411"}],"wp:attachment":[{"href":"http:\/\/royadata.io\/blog\/wp-json\/wp\/v2\/media?parent=6232"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/royadata.io\/blog\/wp-json\/wp\/v2\/categories?post=6232"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/royadata.io\/blog\/wp-json\/wp\/v2\/tags?post=6232"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}