How to build a keyword clustering tool with Python
Automate the process of grouping thousands of search queries into coherent topics for faster, more scalable content planning.
Topic: Google Colab
How to use MCP Servers to speed up SEO research
Learn what it is, how to install and configure MCP servers from SEO tools. Discover multiple use cases to fast-track manual SEO work at scale.
How AI helped build hreflang XML sitemaps at scale
Learn how iterative prompting, Python, and Google Colab helped turn a multilingual hreflang mapping project into a scalable workflow.
How to model non-linear SEO seasonality with Prophet
Traditional SEO forecasts often miss seasonality and volatility. Learn how to model non-stationary search behavior with Prophet and Python.
How to use Google and LLM insights to improve international SEO
Turn Google and AI search signals into localized content structures that better match regional user behavior.
Google is bringing back a familiar name: Data Studio
Google is reviving Data Studio as a simpler hub for analyzing marketing and business data across its ecosystem.
Inspiring examples of responsible and realistic vibe coding for SEO
Learn vibe coding: Use AI tools to build apps without coding. This guide covers setup, limits, risks, and SEO tool examples to inspire your own projects.
How to identify and fix AI hallucinations about your brand
Learn how to audit AI model outputs, apply entity markup, and reinforce accurate brand facts in Knowledge Graph data to correct AI hallucinations and protect your brand’s credibility.
Regex for SEO: The simple language that powers AI and data analysis
From Google Search Console to LLMs, regex helps structure and interpret text data efficiently. See how it connects SEO and AI workflows.
Reddit for SMBs: A hidden SEO and engagement goldmine
Reddit posts rank in Google, making it a powerful tool for SMBs looking to boost SEO, engage locally, and build brand trust.
How to create article outlines with AI based on Google’s Top 10
Use this guide and script to automate SEO content research to generate article outlines using AI, APIs and top-ranking page analysis.
Google Colab for SEO: How to get started
Learn the benefits of Google Colab for SEOs, from fast setup to AI integration, and how to use it to run Python code seamlessly in the cloud.
AI-generated content: The dangers of overreliance
Stop chasing the latest trends and learn to play the long game. Focus on creating consistent and brand-aligned content for customers.
Exploring Meridian, Google’s new open-source marketing mix model
Dive into Meridian’s capabilities, limitations and how it compares to Meta's Robyn in the evolving MMM landscape.
Entity-based competitor analysis: An SEO’s guide
Here's how a competitor entity analysis can help you pinpoint content opportunities and build topical authority to stay ahead of competitors.
How to speed up site migrations with AI-powered redirect mapping
Website migrations often involve painstaking redirect mapping, but AI can help. Here's a walkthrough of the process to help you save time.
Analyze content publishing velocity with this Python script
Use it to uncover competitors' content patterns and identify SEO opportunities while benchmarking your efforts.
Transformer architecture: An SEO’s guide
Explore the impact of transformers in natural language processing, what they're capable of and why they outperform traditional models.
Google expands Bard to more countries, more languages and adds new features
The new features include pin and rename conversations, export code to more places, share answers, use images for prompts, listen to answers and adjust responses.
You can now use Google Bard to help you code
You can use Bard to help you code up some Python scripts to automate some of your daily SEO or PPC tasks.
5 Python scripts for automating SEO tasks
Looking to streamline your SEO workflows? These five scripts are great starting points for exploring the possibilities of Python in SEO.
A guide to machine learning in search: Key terms, concepts and algorithms
Want to understand how machine learning impacts search? Learn how Google uses machine learning models and algorithms in search.
How to evaluate content quality with BERT
Using a code-free deep learning toolkit model to review grammar in your posts and could be used as one of several proxies for content quality.