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.