5.2. Automate SEO Tasks

If you’re looking to automate SEO tasks, you’ve come to the right place! Check out these reliable, free guides about SEO automation with Python, App Scripts, BigQuery and SQL, RegEx and R. Check them out. 

 

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Python for SEO

An Introduction To Python & Machine Learning For Technical SEO

Guide from Ruth Everett / Search Engine Journal

 

Python for SEO: Complete Guide (in 6 Chapters)

Checklist from JC Chouinard

 

How to Use Python to Analyze SEO Data: A Reference Guide

Guide from Hamlet Batista / Search Engine Journal

 

Data Science and Visualization for SEO: Retrieving SERP, Crawling Landing Pages, and Analyzing Google Algorithms with Python

Guide from Koray Tuğberk GÜBÜR

 

Agency Automators’ SEO How-Tos Videos

Video from Agency Automators

 

SEO Pythonistas: Python SEO Contributions from Hamlet & Python SEO community

Resources from SEO Pythonistas

 

BigQuery & SQL for SEO

How to Leverage SQL for SEO Automation

Guide from Cody West

 

BigQuery & SQL for SEOs

Presentation from Areej AbuAli

 

How to Use BigQuery for Large-Scale SEO (Or Whenever Excel Fails)

Guide from Dominic Woodman

 

R for SEO

R for SEO – The Cookbook

Guide from François Joly

Using R for SEO – Survival Guide

Guide from Rémi Bacha

 

Visualizing Google Analytics Data with R for SEO Purposes

Guide from Utku Demirhan / ZEO

 

Keyword Clustering for SEO with R

Guide from Journey to Data Scientist

 

Advanced R programming for technical SEO : DIY Strong SEO Crawler with Sparkler

Guide from Vincent Terrasi / Data-SEO

 

App Scripts for SEO

Apps script for SEOs

Presentation from Dave Sottimano

 

Data pipeline table with Google Sheets + Apps Script

Video from Noah Lerner / Agency Automators

 

Automated Intent Classification Using Deep Learning in Google Sheets

Guide from Hamlet Batista / Search Engine Journal

 

RegEx for SEO

Beginner Guide To Regex For SEO

Guide from JC Chouinard

 

Principles of Regular Expressions for an SEO

Guide from Tomek Rudzki / Onely

 

Regular Expressions for SEOs and Digital Marketers [with Use Cases]

Guide from Alyona Petrukhina / Netpeak Software

 

Regular Expressions for Regular Joes (and SEOs)

Presentation from Paul Shapiro

 

URL Regex Builder

Resources from JR Oakes

Regular Expressions for Regular Joes (and SEOs)

Presentation from Paul Shapiro

 

Regex for Marketers: Plain English, Real World Examples [VIDEO]

Guide from Annie Cushing

 

JS for SEO

How to Use JavaScript to Automate SEO (With Scripts)

Guide from Jose Hernando / Search Engine Journal

 

Build a Chrome extension to automate a part of your routine

Guide from Antoine Eripret

 

How to install Node.js and setup your laptop for JavaScript SEO Automation

Guide from Jose Hernando

 

Finding SEO opportunities through rising trends & Node.js

Guide from Nacho Mascort

 

Extracting Index Coverage Report Stats in Bulk from Search Console using Node.js

Guide from Jose Hernando

 

NodeJS SEO Scraper

Guide from Nacho Mascort

AI LLMs & Chatbots for SEO

AIPRM for SEO: Extension with SEO Prompts

Extension from AIPRM

 

ChatGPT for SEO: 20 Ways to Leverage ChatGPT in your SEO Activities

Guide from Aleyda Solis

 

24 Experts share how they are using ChatGPT to help with SEO efforts

Guide from Matt Tutt

 

Why SEO Pros Need To Master Prompts: The ChatGPT Revolution

Guide from Vincent Terrasi

 

Some Cool SEO Uses For ChatGPT

Guide from Andrew Shotland

 

5 Powerful ChatGPT Prompts for Technical SEO

Guide from Joe Hall

 

ChatGPT for SEO: Leverage Generative AI To Outperform Your Competitors

Guide from Emilia Gjorgjevska

 

AI Content is not the SEO threat they want you to think it is

Guide from Mike King

 

AI Prompts: Using the 5Ws & The H and A Free Generator for Digital Marketing & SEO in Google Sheets

Guide by Aleyda Solis

The SEO Learning Roadmap

Take a look at the SEO learning roadmap below, featuring the different areas, from the basics of SEO, to the most common activities and phases of the SEO Process:

Start learning SEO with the fundamental concepts and areas, why they're important, and the basics to execute them: keyword research, content optimization analysis, technical optimization and link building.
Once you know the main SEO concepts, it's time to put them in practice by learning to develop an SEO process, from establishing a strategy and setting goals to management, measurement, and reporting.
Learn to implement the most important SEO configurations in the top Web platforms in the market, along with considerations to take into account.
It's time for an SEO deep-dive into those particular areas and common scenarios where you have a bigger interest or need to tackle.