[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"nav-categories":3,"article-how-to-use-python-for-seo":70},{"data":4},[5,37,57,64],{"name":6,"slug":7,"categories":8},"Productivity","productivity",[9,13,17,21,25,29,33],{"id":10,"title":11,"slug":12},17,"Branding","branding",{"id":14,"title":15,"slug":16},19,"Marketing","marketing",{"id":18,"title":19,"slug":20},20,"Work","work",{"id":22,"title":23,"slug":24},34,"Community","community",{"id":26,"title":27,"slug":28},21,"For newbies","for-newbies",{"id":30,"title":31,"slug":32},24,"Investment","investment",{"id":34,"title":35,"slug":36},22,"Finance","finance",{"name":38,"slug":39,"categories":40},"Tech","tech",[41,45,49,53],{"id":42,"title":43,"slug":44},28,"Technology","technology",{"id":46,"title":47,"slug":48},32,"Artificial Intelligence","artificial-intelligence",{"id":50,"title":51,"slug":52},26,"Security and protection","security-and-protection",{"id":54,"title":55,"slug":56},31,"YouTube Blog","youtube-blog",{"name":58,"slug":59,"categories":60},"News","news",[61],{"id":62,"title":58,"slug":63},18,"quasanews",{"name":65,"slug":66,"categories":67},"Business","business",[68],{"id":69,"title":65,"slug":66},16,{"post":71,"published_news":95,"popular_news":164,"categories":234},{"title":72,"description":73,"meta_title":72,"meta_description":73,"meta_keywords":74,"text":75,"slug":76,"created_at":77,"publish_at":78,"formatted_created_at":79,"category_id":42,"links":80,"view_type":84,"video_url":82,"views":85,"likes":86,"lang":87,"comments_count":88,"category":89},"How to Use Python for SEO?","Have you ever heard how to use Python for SEO? In case you are interested in this, stay with us to learn more.","How to Use Python for SEO, tech, technology","\u003Cp>Hello!\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto-15/100-10.webp\" type=\"image/webp\">\u003Cimg alt=\"How to Use Python for SEO?\" class=\"image-align-left\" height=\"183\" src=\"https://cdn.quasa.io/photos/foto-15/100-10.jpeg\" width=\"275\" />\u003C/picture>Have you ever heard how to use Python for SEO? In case you are interested in this, stay with us to learn more. Python has become extremely popular lately, and its popularity is mostly related to a wide range of possible implementations.\u003C/p>\n\n\u003Cp>For example, Python can be used for web development, APIs, implementing artificial intelligence and machine learning algorithms, automating boring tasks and processes, and more.\u003C/p>\n\n\u003Cp>Usually, companies hire Python developers to do this. Still, if you have a technical background, you can try doing it yourself.\u003C/p>\n\n\u003Ch4>\u003Cstrong>Why Use Python for SEO?\u003C/strong>\u003C/h4>\n\n\u003Cp>\u003Ca href=\"https://quasa.io/media/top-10-python-books-are-for-mastering-the-skill\">Python\u003C/a> is great and popular, and the web is filled with articles about it. In this short article, we want to pay attention to how Python development affects SEO and its use. In terms of SEO, Python is great because it can be used to analyze huge amounts of data and automate processes.\u003C/p>\n\n\u003Cp>This basically means SEO professionals who use Python save a lot of time, which also means they are more productive and successful. Sometimes, it can help to get much better results, thanks to the fact that you can process a lot of data that you won’t be able to process manually or in any other way.\u003C/p>\n\n\u003Ch4>\u003Cstrong>What Exactly Can I Use Python For?\u003C/strong>\u003C/h4>\n\n\u003Cp>You can do a wide range of SEO tasks and processes with Python. To make this article valuable for our readers, let’s explain everything with examples. So, we’ll provide you with a few most common Python usages in terms of SEO. Then, you’ll be able to decide if Python is really worth learning if you are an SEO specialist.\u003C/p>\n\n\u003Ch3>Use Python for URL Mapping\u003C/h3>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto-15/100-5.webp\" type=\"image/webp\">\u003Cimg alt=\"How to Use Python for SEO?\" class=\"image-align-left\" height=\"300\" src=\"https://cdn.quasa.io/photos/foto-15/100-5.jpeg\" width=\"300\" />\u003C/picture>SEO experts sometimes use redirects to transfer users to a proper URL and page.\u003C/p>\n\n\u003Cp>This usually happens when a new version of an old page is up or the website is redesigned and has a new architecture.\u003C/p>\n\n\u003Cp>This process doesn’t sound complicated, but it actually is, especially if done manually.\u003C/p>\n\n\u003Cp>There are lots of mistakes that can be made, and it’s a repetitive task.\u003C/p>\n\n\u003Cp>Meanwhile, with Python code’s help, you can automatically create a module that would help with this mapping.\u003C/p>\n\n\u003Ch3>Use Python for Keyword Research\u003C/h3>\n\n\u003Cp>Keyword research is a vital part of any SEO Content strategy. It’s usually a comprehensive process that defines a website’s future architecture and content. With the help of emerging machine learning algorithms, it’s possible to categorize keywords into groups and divide them by intention.\u003C/p>\n\n\u003Cp>Thus, instead of clustering keywords manually, you can use Python programming to do the major KW research part automatically. Eventually, this would help you save a lot of time and money on your SEO strategy. It’s also possible to analyze top SERP results and competitors automatically to better understand which keywords and pages you should do first to get results faster.\u003C/p>\n\n\u003Ch3>Use Python to Check Links and Pages\u003C/h3>\n\n\u003Cp>We have mentioned that Python can be used to analyze a lot of data. In this case, Python modules would be used to extract it. You can easily find broken links on your web pages by using modules and scripts that help you crawl a website or its XML Sitemap.\u003C/p>\n\n\u003Cp>Eventually, you’ll get a full list of URLs with status codes, and you’ll be able to sort out all the broken links on your website. Moreover, you can also use Python scripts and modulus to outline the count of external and internal links, find links to images without alt tags, and much more. Additionally, you can employ Python to scrape dynamic websites, allowing you to gather data from pages that load content dynamically through JavaScript or AJAX calls.\u003C/p>\n\n\u003Ch3>Optimize Images With Python\u003C/h3>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto/0-fi-13-min.webp\" type=\"image/webp\">\u003Cimg alt=\"How to Use Python for SEO?\" class=\"image-align-left\" height=\"174\" src=\"https://cdn.quasa.io/photos/foto/0-fi-13-min.jpeg\" width=\"300\" />\u003C/picture>These days, it’s pretty clear that a website needs to have a good loading speed. Various factors that you should consider are images and other media. For example, if you want your website to load and look nice, you would need to optimize your images and other media content. There are plenty of ways to do this.\u003C/p>\n\n\u003Cp>With Python, you can compress and optimize images without losing quality. There is no need to write your own script because they have already been written.\u003C/p>\n\n\u003Cp>Find one you like more and use it. Remember, the quality of your media and your loading speed have a direct effect on your rankings. By the way, here are some website optimization tips.\u003C/p>\n\n\u003Ch3>Improve Your Website Rendering\u003C/h3>\n\n\u003Cp>Modern web development is outstanding because you can build a website with a responsive and intuitive design that your audience will love. In most cases, this is impossible without \u003Ca href=\"https://quasa.io/media/what-is-a-great-javascript-real-time-chart-library\">JavaScript\u003C/a>. You should know that before you can see this dynamic content, it has to be rendered first.\u003C/p>\n\n\u003Cp>It’s also worth mentioning that Google indexing is a two-step process. When a crawling bot sees your page for the first time, it doesn’t render it, and it does it only when it has the capacity and resources to do so. Thus, it’s better to know how your page is indexed with and without rendering.\u003C/p>\n\n\u003Cp>Using Python programming and a crawler like Screaming Frog, you can analyze the difference between rendered and unrendered pages. This would help you understand how Google sees it for the first time (without rendering). Thus, if these two versions have significant differences, it’s recommended that you fix them.\u003C/p>\n\n\u003Ch4>Conclusion\u003C/h4>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto-15/100-6.webp\" type=\"image/webp\">\u003Cimg alt=\"How to Use Python for SEO?\" class=\"image-align-left\" height=\"200\" src=\"https://cdn.quasa.io/photos/foto-15/100-6.jpeg\" width=\"300\" />\u003C/picture>There are multiple things Python can do in terms of \u003Ca href=\"https://quasa.io/media/the-complete-shopify-seo-checklist\">SEO\u003C/a>. We didn’t include them in this article, but we have provided enough examples to realize how beneficial Python skills can be for SEO specialists. In most cases, you don’t even need to master Python programming to do these things, and it’s enough to understand how it works. You can find many scripts and modules that have already been created and do precisely what you need them to do.\u003C/p>\n\n\u003Cp>If you are not using \u003Ca href=\"https://quasa.io/media/what-is-python-used-for\">Python\u003C/a> to automate your SEO, don’t hesitate to start.\u003C/p>\n\n\u003Cp>You might not need this right now because your website is small and easy to SEO. Still, you’ll probably end up looking up blog posts like this in the future. Moreover, an SEO specialist skilled in Python programming is something companies would gladly pay a lot of money for.\u003C/p>\n\n\u003Cp>Thank you!\u003Cbr />\nJoin us on social media!\u003Cbr />\nSee you!\u003C/p>","how-to-use-python-for-seo","2024-03-09T08:39:16.000000Z","2024-03-09T10:30:00.000000Z","09.03.2024",{"image":81,"image_webp":82,"thumb":83,"thumb_webp":83},"https://cdn.quasa.io/images/news/wWPUOuy7xI3JQphvtiiecHJEAqTXeN76z3Th4Ybd.webp",null,"https://cdn.quasa.io/thumbs/news-thumb/images/news/wWPUOuy7xI3JQphvtiiecHJEAqTXeN76z3Th4Ybd.webp","large",1666,15,"en",0,{"id":42,"title":43,"slug":44,"meta_title":90,"meta_description":91,"meta_keywords":92,"deleted_at":82,"created_at":93,"updated_at":94,"lang":87},"Quasa media blog about growth hacking in Tech","All the most interesting and useful about technologies. Exclusive articles from technologies you won't find anywhere else.","Technology, tech, business, ai, gadget, gadgets, life hacks","2023-03-23T08:15:32.000000Z","2024-08-25T15:37:57.000000Z",[96,112,125,138,151],{"title":97,"description":98,"slug":99,"created_at":100,"publish_at":101,"formatted_created_at":102,"category":103,"links":104,"view_type":109,"video_url":82,"views":110,"likes":88,"lang":87,"comments_count":88,"is_pinned":111},"China Hits a Major Milestone: AgiBot Produces Its 10,000th Humanoid Robot — And the Acceleration Is What Matters","China has officially entered the mass-production era of humanoid robots.AgiBot, one of the country’s leading humanoid startups, announced this week that it has rolled out its 10,000th unit. While the absolute number is already impressive, the real story lies in the speed of scaling.","china-hits-a-major-milestone-agibot-produces-its-10-000th-humanoid-robot-and-the-acceleration-is-what-matters","2026-04-17T18:04:12.000000Z","2026-04-21T11:56:00.000000Z","21.04.2026",{"title":43,"slug":44},{"image":105,"image_webp":106,"thumb":107,"thumb_webp":108},"https://cdn.quasa.io/images/news/RWBoSSyjqLEBSXlBW2Pawk5lQJlTdnjcgxs6grJU.jpg","https://cdn.quasa.io/images/news/RWBoSSyjqLEBSXlBW2Pawk5lQJlTdnjcgxs6grJU.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/RWBoSSyjqLEBSXlBW2Pawk5lQJlTdnjcgxs6grJU.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/RWBoSSyjqLEBSXlBW2Pawk5lQJlTdnjcgxs6grJU.webp","small",29,false,{"title":113,"description":114,"slug":115,"created_at":116,"publish_at":117,"formatted_created_at":102,"category":118,"links":119,"view_type":109,"video_url":82,"views":124,"likes":88,"lang":87,"comments_count":88,"is_pinned":111},"Tufts Report: 9.3 Million US Jobs at Risk from AI in the Next 5 Years — And the Hits Are Coming for High-Tech Hubs, Not Rust Belt Towns","A new study from the research center at The Fletcher School at Tufts University delivers one of the most detailed — and alarmist — assessments yet of how generative AI could reshape the American workforce.","tufts-report-9-3-million-us-jobs-at-risk-from-ai-in-the-next-5-years-and-the-hits-are-coming-for-high-tech-hubs-not-rust-belt-towns","2026-04-17T17:56:01.000000Z","2026-04-21T09:46:00.000000Z",{"title":19,"slug":20},{"image":120,"image_webp":121,"thumb":122,"thumb_webp":123},"https://cdn.quasa.io/images/news/lh9EBa6xSwRdFrH3x7iNGyU9DNtyKYgXsr4nmUgg.jpg","https://cdn.quasa.io/images/news/lh9EBa6xSwRdFrH3x7iNGyU9DNtyKYgXsr4nmUgg.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/lh9EBa6xSwRdFrH3x7iNGyU9DNtyKYgXsr4nmUgg.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/lh9EBa6xSwRdFrH3x7iNGyU9DNtyKYgXsr4nmUgg.webp",42,{"title":126,"description":127,"slug":128,"created_at":129,"publish_at":130,"formatted_created_at":102,"category":131,"links":132,"view_type":109,"video_url":82,"views":137,"likes":88,"lang":87,"comments_count":88,"is_pinned":111},"Anthropic Hits $30B ARR — Superforecaster Peter Wildeford Now Sees OpenAI + Anthropic Combined Run Rate at $240B by End of 2026","The AI revenue rocket ship just got a new thrust level.This week Anthropic announced it has crossed a $30 billion annualized revenue run rate — more than tripling from roughly $9 billion at the end of 2025.","anthropic-hits-30b-arr-superforecaster-peter-wildeford-now-sees-openai-anthropic-combined-run-rate-at-240b-by-end-of-2026","2026-04-17T17:42:21.000000Z","2026-04-21T06:33:00.000000Z",{"title":35,"slug":36},{"image":133,"image_webp":134,"thumb":135,"thumb_webp":136},"https://cdn.quasa.io/images/news/Nb3l8oxamaQ5AXpER58hkLvUybJKVHiuW8FxH1Wp.jpg","https://cdn.quasa.io/images/news/Nb3l8oxamaQ5AXpER58hkLvUybJKVHiuW8FxH1Wp.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/Nb3l8oxamaQ5AXpER58hkLvUybJKVHiuW8FxH1Wp.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/Nb3l8oxamaQ5AXpER58hkLvUybJKVHiuW8FxH1Wp.webp",60,{"title":139,"description":140,"slug":141,"created_at":142,"publish_at":143,"formatted_created_at":102,"category":144,"links":145,"view_type":109,"video_url":82,"views":150,"likes":88,"lang":87,"comments_count":88,"is_pinned":111},"AI Gets $100k, a 3-Year Lease in San Francisco, and One Simple Instruction: “Make Profit” — It Opened a Real Store and Hired Humans","Andon Labs just ran one of the most audacious real-world AI experiments yet.","ai-gets-100k-a-3-year-lease-in-san-francisco-and-one-simple-instruction-make-profit-it-opened-a-real-store-and-hired-humans","2026-04-17T17:25:03.000000Z","2026-04-21T03:15:00.000000Z",{"title":19,"slug":20},{"image":146,"image_webp":147,"thumb":148,"thumb_webp":149},"https://cdn.quasa.io/images/news/YuKTmq4MmTZ32xLs273lXrR1C1Crj21v8WarjChS.jpg","https://cdn.quasa.io/images/news/YuKTmq4MmTZ32xLs273lXrR1C1Crj21v8WarjChS.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/YuKTmq4MmTZ32xLs273lXrR1C1Crj21v8WarjChS.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/YuKTmq4MmTZ32xLs273lXrR1C1Crj21v8WarjChS.webp",78,{"title":152,"description":153,"slug":154,"created_at":155,"publish_at":155,"formatted_created_at":156,"category":157,"links":158,"view_type":109,"video_url":82,"views":163,"likes":88,"lang":87,"comments_count":88,"is_pinned":111},"Claude Design Looks Great — But It Devours Your Token Limits. Here’s How to Use It Smartly","Here's a well-structured, engaging English article based on the thread by Ryan Mather (@Flomerboy\n) from the Anthropic design team. It covers the fresh launch of Claude Design, its strengths, the main pain point (high token usage during initial setup), and the practical tips from the developers.","claude-design-looks-great-but-it-devours-your-token-limits-here-s-how-to-use-it-smartly","2026-04-20T19:33:38.000000Z","20.04.2026",{"title":47,"slug":48},{"image":159,"image_webp":160,"thumb":161,"thumb_webp":162},"https://cdn.quasa.io/images/news/MWAqWKyMuj9LRYzXpAOSU6ohIA3IRlA3RoiqdHw2.jpg","https://cdn.quasa.io/images/news/MWAqWKyMuj9LRYzXpAOSU6ohIA3IRlA3RoiqdHw2.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/MWAqWKyMuj9LRYzXpAOSU6ohIA3IRlA3RoiqdHw2.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/MWAqWKyMuj9LRYzXpAOSU6ohIA3IRlA3RoiqdHw2.webp",120,[165,178,193,205,220],{"title":166,"description":167,"slug":168,"created_at":169,"publish_at":170,"formatted_created_at":171,"category":172,"links":173,"view_type":109,"video_url":82,"views":176,"likes":177,"lang":87,"comments_count":88,"is_pinned":111},"The Anatomy of an Entrepreneur","Entrepreneur is a French word that means an enterpriser. Enterprisers are people who undertake a business or enterprise with the chance of earning profits or suffering from loss.","the-anatomy-of-an-entrepreneur","2021-08-04T15:18:21.000000Z","2025-12-14T06:09:00.000000Z","14.12.2025",{"title":65,"slug":66},{"image":174,"image_webp":82,"thumb":175,"thumb_webp":175},"https://cdn.quasa.io/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp",71071,2,{"title":179,"description":180,"slug":181,"created_at":182,"publish_at":183,"formatted_created_at":184,"category":185,"links":186,"view_type":84,"video_url":82,"views":191,"likes":192,"lang":87,"comments_count":88,"is_pinned":111},"Advertising on QUASA","QUASA MEDIA is read by more than 400 thousand people a month. We offer to place your article, add a link or order the writing of an article for publication.","advertising-on-quasa","2022-07-06T07:33:02.000000Z","2025-12-15T17:33:02.000000Z","15.12.2025",{"title":58,"slug":63},{"image":187,"image_webp":188,"thumb":189,"thumb_webp":190},"https://cdn.quasa.io/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://cdn.quasa.io/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.webp",70839,4,{"title":194,"description":195,"slug":196,"created_at":197,"publish_at":198,"formatted_created_at":199,"category":200,"links":201,"view_type":109,"video_url":82,"views":204,"likes":192,"lang":87,"comments_count":88,"is_pinned":111},"What is a Startup?","A startup is not a new company, not a tech company, nor a new tech company. You can be a new tech company, if your goal is not to grow high and fast; then, you are not a startup. ","what-is-a-startup","2021-08-04T12:05:17.000000Z","2025-12-17T13:02:00.000000Z","17.12.2025",{"title":65,"slug":66},{"image":202,"image_webp":82,"thumb":203,"thumb_webp":203},"https://cdn.quasa.io/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp",68464,{"title":206,"description":207,"slug":208,"created_at":209,"publish_at":210,"formatted_created_at":211,"category":212,"links":213,"view_type":109,"video_url":82,"views":218,"likes":177,"lang":87,"comments_count":219,"is_pinned":111},"Top 5 Tips to Make More Money as a Content Creator","Content creators are one of the most desired job titles right now. Who wouldn’t want to earn a living online?","top-5-tips-to-make-more-money-as-a-content-creator","2022-01-17T17:31:51.000000Z","2026-01-17T11:30:00.000000Z","17.01.2026",{"title":19,"slug":20},{"image":214,"image_webp":215,"thumb":216,"thumb_webp":217},"https://cdn.quasa.io/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg","https://cdn.quasa.io/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.webp",42425,1,{"title":221,"description":222,"slug":223,"created_at":224,"publish_at":225,"formatted_created_at":226,"category":227,"links":228,"view_type":84,"video_url":82,"views":233,"likes":177,"lang":87,"comments_count":88,"is_pinned":111},"8 Logo Design Tips for Small Businesses","Your logo tells the story of your business and the values you stand for.","8-logo-design-tips-for-small-businesses","2021-12-04T21:59:52.000000Z","2025-05-05T03:30:00.000000Z","05.05.2025",{"title":15,"slug":16},{"image":229,"image_webp":230,"thumb":231,"thumb_webp":232},"https://cdn.quasa.io/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg","https://cdn.quasa.io/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.webp",41511,[235,236,237,238,239,240,241,242,243,244,245,246,247],{"title":23,"slug":24},{"title":47,"slug":48},{"title":55,"slug":56},{"title":43,"slug":44},{"title":51,"slug":52},{"title":31,"slug":32},{"title":35,"slug":36},{"title":27,"slug":28},{"title":19,"slug":20},{"title":15,"slug":16},{"title":58,"slug":63},{"title":11,"slug":12},{"title":65,"slug":66}]