Advanced Python SEO Scripts for Next Level Results

Calculate Similarity Between Article Elements Using spaCy

Machine Learning, Python

Calculate Similarity Between Article Elements Using spaCy

In this Python SEO tutorial,... Read more

Audit URLs for SEO Using ahrefs Backlink API Data

Audit URLs for SEO Using ahrefs Backlink API Data

Here’s a step-by-step SEO tutorial... Read more

Build a Custom Named Entity Visualizer with Google NLP

API, Machine Learning, Python

Build a Custom Named Entity Visualizer with Google NLP

Entity SEO has been... Read more

Storing CrUX CWV Data for URLs Using Python for SEOs

Storing CrUX CWV Data for URLs Using Python for SEOs

The CWV panic days appear... Read more

Scraping YouTube Video Page Metadata with Python for SEO

Scraping YouTube Video Page Metadata with Python for SEO

In this tutorial, we will... Read more

Calculate SERP Rank Readability Scores Using Python

Calculate SERP Rank Readability Scores Using Python

Readability scores are not... Read more

Find Interlinking Opps via Entity N-gram Matches Using Python

Find Interlinking Opps via Entity N-gram Matches Using Python

Any seasoned SEO will know... Read more

Build and Run Python Scripts on the Fly With GPT-3

Build and Run Python Scripts on the Fly With GPT-3

GPT-3 and its forms have... Read more

Compare Keyword SERP Similarity in Bulk with Python

API, Automation, Python

Compare Keyword SERP Similarity in Bulk with Python

One of SEO’s oldest and... Read more

Analyze SERP Backlink Profiles in Bulk for SEO Using Python

Analyze SERP Backlink Profiles in Bulk for SEO Using Python

The importance of the backlink... Read more

Detect Generic Anchor Text in Links for SEO using Python

Detect Generic Anchor Text in Links for SEO using Python

Optimizing anchor text for internal... Read more

Detect Text in Images in Bulk With Tesseract Using Python for SEO

Detect Text in Images in Bulk With Tesseract Using Python for SEO

Imagery in articles can be... Read more

Create a Topical Internal Link Graph for SEO with NetworkX and Python

Machine Learning, Python

Create a Topical Internal Link Graph for SEO with NetworkX and Python

Link graphs are visual representations... Read more

Evaluate Sentiment Analysis in Bulk with spaCy and Python

Machine Learning, Python

Evaluate Sentiment Analysis in Bulk with spaCy and Python

Sentiment analysis is about evaluating... Read more

Discover Interlinking Opportunities Using K-Means and Python

Automation, Machine Learning, Python

Discover Interlinking Opportunities Using K-Means and Python

It’s no mystery that interlinking... Read more

Classify Anchor Text N-Grams for Interlinking Insights with Python

Automation, Machine Learning, Python

Classify Anchor Text N-Grams for Interlinking Insights with Python

In this Python SEO tutorial,... Read more

Webpage Word Sense Disambiguation for SEO Using Python and NLTK

Webpage Word Sense Disambiguation for SEO Using Python and NLTK

In semantics, ambiguity is partially... Read more

Calculate GSC CTR Stats By Position Using Python for SEO

Calculate GSC CTR Stats By Position Using Python for SEO

Last week SEO Clarity came... Read more

Use Python and Google Trends to Forecast Your Top GSC Keywords

Use Python and Google Trends to Forecast Your Top GSC Keywords

Google Search Console already gives... Read more

Use Machine Learning and Python for Easy Text Classification

Automation, Machine Learning, Python

Use Machine Learning and Python for Easy Text Classification

The topic of machine learning... Read more

Detect Google SERP Title and Snippet Rewrites with Python

Detect Google SERP Title and Snippet Rewrites with Python

Back in early August of... Read more

Use Python to Create a GSC to BigQuery Pipeline

API, Automation, Python

Use Python to Create a GSC to BigQuery Pipeline

Google Search Console is likely... Read more

Overlay GSC Data with Google Algo Updates Using Python

Overlay GSC Data with Google Algo Updates Using Python

Most SEO’s hearts skip a... Read more

Build an N-Gram Text Analyzer for SEO using Python

Build an N-Gram Text Analyzer for SEO using Python

The days where content SEO... Read more

Bulk IP Filter for Google Analytics Using Python and RegEx

Bulk IP Filter for Google Analytics Using Python and RegEx

Not every Python script needs... Read more

Compare Wikipedia Search Data with Google Trends with Python

Compare Wikipedia Search Data with Google Trends with Python

There are countless ways to... Read more

Measure Causal Impact from GSC Data Using Python

Measure Causal Impact from GSC Data Using Python

Causal Impact is a Bayesian-like... Read more

Competitive SEO URL Analysis with Python

Competitive SEO URL Analysis with Python

Match your URLs to your... Read more

Use Python to Label Query Intent, Entities and Keyword Count

Use Python to Label Query Intent, Entities and Keyword Count

Query analysis is a large... Read more

Generate a 404 Redirect List for SEO with Polyfuzz Using Python

Generate a 404 Redirect List for SEO with Polyfuzz Using Python

We’ve all had a client... Read more

Greg Bernhardt Joins Webinar on How to Perform a Content Audit

Opinion, Webinar

Greg Bernhardt Joins Webinar on How to Perform a Content Audit

I had a great time... Read more

Analyze Words Using WordsAPI App and Python for SEO

Analyze Words Using WordsAPI App and Python for SEO

Ask any SEO writer, the... Read more

Scraping YouTube Video Pages for SEO with Python

Scraping YouTube Video Pages for SEO with Python

I had a project this... Read more

Create a Simple Sitemap Generator App for SEO Using Python and Streamlit

Create a Simple Sitemap Generator App for SEO Using Python and Streamlit

This past week I needed... Read more

Automatically Find SEO Interlinking Opportunities with Python

Automation, Python

Automatically Find SEO Interlinking Opportunities with Python

Interlinking has been a core... Read more

SEO Data Blending with Python for Beginners

SEO Data Blending with Python for Beginners

Data is everything for an... Read more

Is Python SEO Right For You? Practical Python Advice and FAQ

Opinion, Python

Is Python SEO Right For You? Practical Python Advice and FAQ

The Python SEO movement is... Read more

Crawl and Optimize All Website Images With Python

Crawl and Optimize All Website Images With Python

Last month I released a... Read more

Automate Image Compression with Python over FTP

Automation, Python

Automate Image Compression with Python over FTP

Image compression isn’t new to... Read more

Getting Started with Google Cloud Functions and Google Scheduler

Automation, Python

Getting Started with Google Cloud Functions and Google Scheduler

If you’re tired of running... Read more

Update a Google Sheet with Semrush Position Tracking API Using Python

API, Automation, Python

Update a Google Sheet with Semrush Position Tracking API Using Python

If you are interested in... Read more

Create a Custom Twitter Tweet Alert System with Python

Create a Custom Twitter Tweet Alert System with Python

Do you follow hundreds or... Read more

Find Search Volume Ceiling for Keyword Categories Using Python

Find Search Volume Ceiling for Keyword Categories Using Python

In this tutorial, I’m going... Read more

Analyze Crawled PDF Text Using Python for SEO

Analyze Crawled PDF Text Using Python for SEO

Google has been indexing PDFs... Read more

Hamlet Batista Ranksense Webinar: Data Blending with Python

Python, Webinar

Hamlet Batista Ranksense Webinar: Data Blending with Python

Use Python and Brightlocal API to Grab Your Keyword Rankings

Use Python and Brightlocal API to Grab Your Keyword Rankings

Brightlocal has been in the... Read more

How SEOs Can Use Python to Automate Lighthouse Reports

Automation, Python

How SEOs Can Use Python to Automate Lighthouse Reports

Google’s web page scanner Lighthouse... Read more

Using Google’s Mobile Friendly Test Tool API with Python

Using Google’s Mobile Friendly Test Tool API with Python

In this post, I will... Read more

Detect Web Page Technologies with BuiltWith API and Python

Detect Web Page Technologies with BuiltWith API and Python

For SEO audits, one area... Read more

Use Google NLP to Compare Two Web Page’s Entities Using Python

API, Machine Learning, Python

Use Google NLP to Compare Two Web Page’s Entities Using Python

This is part 2 of... Read more

Getting Started with Google NLP API Using Python

API, Machine Learning, Python

Getting Started with Google NLP API Using Python

For Search Engines and SEO,... Read more

Use Python to Scrape Technical Info for Domains

Use Python to Scrape Technical Info for Domains

SEOs wear many hats and... Read more

Website Uptime Monitor With LEDs and LCD Screen Using Python

Website Uptime Monitor With LEDs and LCD Screen Using Python

Earlier in the tutorial, SEO... Read more

SEO Guide to Creating a Website Uptime Monitor Using Python

API, Automation, Python

SEO Guide to Creating a Website Uptime Monitor Using Python

It’s Sunday night. You’re lying... Read more

Use Python Difflib to Detect and Display Robots.txt Changes

Use Python Difflib to Detect and Display Robots.txt Changes

Robots.txt is a great tool... Read more

SEOs Can Retrieve the Google Cache Date for URLs Using Python

SEOs Can Retrieve the Google Cache Date for URLs Using Python

Viewing cached links in Google... Read more

Extract Google Suggestions API Data for SEO Insights with Python

Extract Google Suggestions API Data for SEO Insights with Python

One of the main tenets... Read more

Find Keyword Opportunities with Google Trends, Python and Ahrefs

Find Keyword Opportunities with Google Trends, Python and Ahrefs

Google Trends has long been... Read more

Submit a WordPress Gravity Form via API with Python

Submit a WordPress Gravity Form via API with Python

Gravity Forms is a popular... Read more

Use Python and Chrome to Take Webpage Screenshots

Use Python and Chrome to Take Webpage Screenshots

In 2017 Chrome released a... Read more