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  • Python SEO Resources
      • Official Resources
      • One-Off Tutorials

Python SEO Resources

Honestly, Claude Opus 4.1 and Gemini 2.5 Pro are my go to resources now :)

Hamlet Batista’s Article List
https://www.searchenginejournal.com/author/hamlet-batista/

Hamlet Batista’s Memorial Resources Page
https://www.seopythonistas.com/

SEO Pythonistas Resource List
https://datastudio.google.com/u/0/reporting/7f1e5232-16ca-4d23-89c9-a6df711aac66/page/zaR1B

JC Chouinard Python Blog
https://www.jcchouinard.com/

Daniel Heredia Python Blog
https://www.danielherediamejias.com/

Lee Foot’s Python SEO Articles
https://leefoot.co.uk/

Search Engine Journal Python Articles
https://www.searchenginejournal.com/?s=seo

Search Engine Land Python Articles
https://searchengineland.com/?s=python

Ruth Everret’s Python and Machine Learning
https://www.slideshare.net/RuthEverett1/getting-started-with-python-and-machine-learning-for-seo-brightonseo-october-2020-ruth-everett-238702860

Official Resources

Python Module Repository
https://pypi.org

Core Python Developers
https://www.python.org/

Pandas Documentation
https://pandas.pydata.org/docs/

Advertools a module for SEO functions
https://advertools.readthedocs.io/en/master/index.html

Google API documentation
https://developers.google.com/apis-explorer

One-Off Tutorials

Learn Simple Python Debugging with Pdb

Regular Expression Lessons (RegEx)

Related Python Tutorials

  • Is Python SEO Right For You? Practical Python Advice and FAQ
    how to start python seo
  • Python SEO Apps

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External Python SEO Tutorials

  • Guide for Automating Screaming Frog with Python
  • Guide for Automating Gtmetrix with Python
  • Build a Keyword Density and Entity Calculator

Recent Python SEO Tutorials

  • Evaluate Subreddit Posts in Bulk Using GPT4 Prompting
  • Calculate Similarity Between Article Elements Using spaCy
  • Audit URLs for SEO Using ahrefs Backlink API Data
  • Build a Custom Named Entity Visualizer with Google NLP
  • Storing CrUX CWV Data for URLs Using Python for SEOs

Categories

  • APIs, Scheduling & Small Apps
  • Backlinks & Redirect Management
  • Crawling, Indexing & Archived Pages
  • Entities & Semantic Text Analysis
  • Images, Media & Document Assets
  • Internal Linking & Anchor Text
  • Keyword Research & Search Trends
  • Machine Learning & Generative Models
  • Python
  • Search Console & Analytics Data Pipelines
  • SERP Features & Competitor Comparison
  • Site Health, Performance & Monitoring

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