$100

Build Your Own SEO Tools (with Python & Agentic AI)

Course
36 Lessons

Most SEOs rely on tools. The best SEOs build them. In this program, you’ll learn how to use Python, and AI to create your own SEO tools, automations, and data systems — so you’re no longer limited by what SaaS platforms decide to offer. This is not a coding theory course. This is a hands-on systems-building lab. Also, no prior coding experience needed, this course is for absolute beginners

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Course Review

Learn to Code, the Practical Way!

Python Training Member

Course Review

Andrea Dominguez Aquino

Python Training Member

"I’m amazed by Sara Taher’s Python for SEO course! She teaches from the basics, and it's opened up so many ideas for applying Python to SEO projects. Here, I’ve used data from Search Console and the API to run valuable analyses with just a few lines of code, including creating a custom click curve analysis. 😊"

I recently completed the "Python for Marketers" course, and I must say it was an incredibly valuable experience. The course content was well-structured, comprehensive, and highly relevant to my needs as a marketer and. I gained a solid understanding of how to apply Python in various marketing scenarios, which has already started to benefit my work. A special thanks to the instructor, Sara Taher, for her clear explanations and practical examples. Her teaching style made complex concepts easy to grasp, and her passion for the subject was evident throughout the course. The knowledge I gained has been instrumental in enhancing my skills and confidence in using Python for data analysis and automation in marketing. I highly recommend this course to any marketer looking to leverage Python in their work. It's a game-changer! Rating: ⭐⭐⭐⭐⭐ (5/5)

Course Review

Python Training Member

Why Learn Python for SEO

The Basics

Welcome to Python for Marketers. This section will run you through python basics and get you setup with things you need to know, to build real-life projects. While this is not everything about python, this is enough to give you a good start.

Good luck!

Intro

Colab, Print, Input, & Comments

AI-Assisted Coding

Preview

Python Data Types & If Statements

Lists & Loops

Built-In Functions

Custom Functions

Practical Real Life Python for SEO Automation

Web Scraping With Python

Scrape Google Search Results for a Keyword

Keyword Cannibalization

Using the Wikipedia API

Page Speed API

Internal Linking With Python

Query Answer Classifier

Get List of URLs from Sitemap

Practical Real Life Python for Data Tasks

In this section we will cover simple examples for analyzing data and plotting graphs with python.

Getting Data from Spreadsheets

Small Quick Tip

Preview

Plotting Bar Charts & Line Charts with Python

Create a Custom Click Curve

Find Queries With High Impressions But Low Clicks

Create a Bar Chart of Top Queries by Clicks

Create a Histogram to Analyze Position Distribution

Google Trends API

Forecasting for SEO [4 Different Models]

Box and Whiskers Diagram

Google Search Console

I made this a separate section because this is very important. Learn how to use GSC API with Python.

GSC API

Using Machine Learning in Python for SEO

Analyzing Titles in SERPs

TF-IDF Keyword Clustering

Calculate Keyword and URL Relevance [Cosine Similarity + Word2Vec]

Keyword Clustering with Word2Vec & K Means

Using LLMs With Python

Meta Description + Claude API

APIs

Reddit API

YouTube API - P1

Claude Code

You'll need a Claude subscription for this section

How to Setup Claude Code for Windows (Easy Step By Step)

Additional Resouces

In this section, I will list additional resources to take your python skills to the next level!

Recording: October Live Python Coding Session