Python
python.org › success-stories › python-seo-link-analyzer
Using Python scripts to analyse SEO and broken links on your site | Our Success Stories | Python.org
It’s also a lot faster than Screaming ... way to use Python for Search Engine Optimization is by using a script that crawls your website and analyses your URL status codes....
Medium
medium.com › @AlexanderObregon › beginners-guide-to-seo-in-python-8fb8511b0055
A Starter Guide to SEO with Python | Medium
April 1, 2024 - By automating mundane tasks, analyzing data more efficiently, and executing comprehensive SEO audits, Python empowers you to take a data-driven approach to SEO, making it easier to navigate the complexities of optimizing your site for search engines.
Videos
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JC Chouinard
jcchouinard.com › accueil › python for seo: complete guide (in 9 chapters)
Python for SEO: Complete Guide (in 9 Chapters) - JC Chouinard
April 4, 2025 - Python is an amazing programming ... python for SEO by dropping your reliance on Excel and stop using spreadsheets, by leveraging APIs, automating the boring tasks and by implementing machine learning ......
Search Engine Land
searchengineland.com › search engine land › seo › article
5 Python scripts for automating SEO tasks
April 12, 2023 - Once you finish the setup, you can start testing the following Python scripts. Creating redirect maps for large sites can be incredibly time-consuming. Finding ways to automate the process can help us save time and focus on other tasks. This script focuses on analyzing the web content to find closely matching articles. First, it imports two TXT files of URLs: one is for the redirected website (source_urls.txt), and the other for the site absorbing the redirected website (target_urls.txt). Then, we use the Python library Beautiful Soup to create a web scraper to get the main body content on the page.
Oncrawl
oncrawl.com › home › technical seo › python for seo: learn 5 easy and engaging projects
Python for SEO: Learn 5 easy and engaging projects
June 14, 2023 - This project allows users to enter a URL of a webpage and it automatically retrieves its schema information using requests and beautifulsoup4 libraries in Python. Schema markup, or structured data, gives search engines additional details about a page’s content, thus improving its visibility in the SERPs and providing richer experiences as this information is used to drive rich snippets.
Pneumallc
pneumallc.co › blog › unlocking-the-power-of-python-for-seo
Unlocking the Power of Python for SEO - Pneuma Media
One of the key tasks is content optimization, where Python scripts can analyze your web pages to ensure that your content aligns with targeted keywords and follows best practices for readability and structure.
Soft Circles
softcircles.com › blog › 15-python-seo-projects-that-will-improve-your-website
15 Python SEO projects that will improve your website
Here are 15 Python web scraping projects you can use on your e-commerce website to enhance marketing and SEO efficiency.
Indexsy
indexsy.com › seo-python
How to Use Python for SEO
September 5, 2025 - ... One of the best SEO strategies, if you aim to rank higher on most search engines, is to nail your competitor/ SERP analysis. While you can do this through SEO tools, Python offers a faster and more affordable way to learn about your competitors.
SEOZoom
seozoom.com › home › blog › python for seo: analysis, automation, and useful libraries
Python for SEO: analysis, automation, and useful libraries
February 7, 2025 - By using this type of script, it is possible to significantly reduce the weight of site pages, improving not only speed but also search engine ranking and user experience. Image optimization directly affects Google PageSpeed Insights and Core Web Vitals scores , increasing the likelihood of getting better results in SERPs. Advanced projects: machine learning for SEO predictions · One of the most promising developments in using Python for SEO is the application of machine learning to practical scenarios.
MDPI
mdpi.com › 2227-9709 › 10 › 3 › 68
A Machine Learning Python-Based Search Engine Optimization Audit Software
August 25, 2023 - The present study aims to develop an open-source Python-based SEO audit software tool that will be accessible to the general public without charge and perform functions comparable to those offered by commercial SEO audit tools at a cost. The overarching objective is to produce an open-source SEO tool that will provide users with recommendations on appropriate SEO techniques based on analyzing their competitors’ websites to optimize their websites for SEO and achieve improved search rankings and traffic.
GeeksforGeeks
geeksforgeeks.org › pythonic-seo-the-ultimate-guide-to-automating-seo-task-in-2024-ai-era
Pythonic SEO: The Ultimate Guide to Automating SEO Task in 2024 AI era - GeeksforGeeks
January 8, 2024 - Python for SEO is a technique that utilizes the capabilities of the Python programming language to automate and enhance various aspects of search engine optimization (SEO) tasks. It involves writing scripts, programs, or frameworks that perform ...
Daniel Heredia
danielherediamejias.com › home › python scripts for seos
Python Scripts for SEOs - Daniel Heredia
Get the most out of PageSpeed Insights API with Python · On-page optimization with Python for SEO · Guide to SEO on-page scraping with Python · Website Categorization with Python and Google NLP API · Generating keyword ideas with Python and Keyword Planner from Google Ads API ·
Medium
volodymyrzh.medium.com › enhancing-seo-with-python-from-keyword-research-to-competitor-analysis-bf74f976d6e8
Enhancing SEO with Python: From Keyword Research to Competitor Analysis | by Volodymyr Zhyliaev | Medium
December 12, 2024 - As a result, their clients saw a significant increase in organic traffic and search engine visibility. Python is a versatile tool that can greatly enhance your SEO efforts by automating key tasks and providing valuable insights.
Seotwix
seotwix.com › blog › python-for-seo
Python for SEO: Boost Your Website's Search Engine Performance
August 12, 2024 - Python can be used to analyze your website’s performance metrics, such as page load times, bounce rates, and traffic sources. By integrating with tools like Google Analytics, you can pull in data and generate custom reports to track your SEO progress. ... Optimizing content for search engines involves more than just keyword stuffing.
GitHub
github.com › sethblack › python-seo-analyzer
GitHub - sethblack/python-seo-analyzer: An SEO tool that analyzes the structure of a site, crawls the site, count words in the body of the site and warns of any technical SEO issues.
An SEO tool that analyzes the structure of a site, crawls the site, count words in the body of the site and warns of any technical SEO issues. - sethblack/python-seo-analyzer
Starred by 1.4K users
Forked by 339 users
Languages Python 90.1% | HTML 8.6% | Dockerfile 1.3%
Holistic SEO
holisticseo.digital › holistic seo › python seo
Python SEO Category Guidelines, Tips and Lectures - Holistic SEO
Python SEO Category includes guidelines, tips along with lectures for the things that can be done via Python for SEO.
Onely
onely.com › home › blog › knowledge base › python for seo made easy with chatgpt: a beginner’s guide
Python for SEO Made Easy with ChatGPT: A Beginner's Guide - Onely
February 19, 2024 - It can: Automate repetitive SEO tasks like scraping websites, parsing data, and generating reports; this saves you time. Connect to APIs, allowing you to effortlessly fetch data from sources like ChatGPT API, Google Search Console API, SEMrush, ...
Udemy
udemy.com › marketing › search engine optimization › marketing automation
Python for SEO & Content Marketing | Udemy
Marketers and Website Owners aiming to boost their search engine rankings. By the end of this course, participants will be able to: Automate the creation and management of meta descriptions. Use various APIs (Wikipedia, Copyscape, Wayback Machine, PageSpeed Insights) with Python for SEO tasks. Detecting and resolving keyword cannibalization and rendering issues at scale. Analyze and optimize website performance using Python scripts.
Reddit
reddit.com › r/bigseo › python & seo ?
r/bigseo on Reddit: Python & SEO ?
July 26, 2020 -
Hello guys,
Recently I saw that people started using Python programming Language for SEO purposes.
Most of the things I saw can be done with free extensions, checkers or plugins. So what is the purpose of using a programming language and then why Python is suitable for this job?
Maybe I misinterpreted the tutorials and articles I saw, I am not sure but I did not find something useful in this.
For example people say you can create a site map with Python but what is the purpose when I can use let’s say Yoast plugin to check my site map (I know that people use other platforms except Wordpress but just thought of a simple example)
Can somebody explain to me how can Python help me regarding SEO?
Please point some real life examples
Thank you for your time.
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Being one of those guys who wrote about python for SEO. It is mostly useful for people working with large websites. Most SEOs can do almost anything with Search Consope, Analytics, Screaming Frog and a few high quality wordpress plugins. They're better focusing on content than focusing on too technical stuff. That said. Here is my story around your question. I started using python because I had millions of urls to match with hundred of millions of keywords. Took me for ever and could never finish this in Excel. Python let me do this in 30 minutes. Decided right there to ditch Excel for ever. Never regretted the choice. But frankly, Python can do a lot, even for smaller websites: Stop paying for hootsuite and automatically post new blogs posts to facebook, twiitter and reddit. Extract Google Search Console all keywords by page and save more than 16 months Create websites entirely in Python Compress images automatically Extract information from websites to help keyword research. It has endless opportunity and can help you save money for a lot of very expensive tools + it is so much fun! Hope it helps!
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On reason is to automate tasks eg turn jpg to png Another reason is to do NLP and there is where the game is at currently. Do note that you learn stuff in order to have more control and more options. Yoast and every plugin for that matter are automating things but the control is limited. Hope it helps
Python Central
pythoncentral.io › how-python-can-revolutionize-your-seo-strategy
How Python Can Revolutionize Your SEO Strategy
November 22, 2024 - Python has the potential to revolutionize your SEO strategy by automating tedious tasks, conducting in-depth audits, analyzing keyword data, and enhancing link-building efforts. Whether you are a small business or an enterprise-level organization, ...