21 SEO tasks you should be automating (and how)
What SEO tasks can you automate? What's the best way? Save time and reduce work by improving your SEO workflows with traditional tools and AI.
Topic: Python
How to use multiple MMMs to make better paid media decisions
Compare MMM outputs to expose hidden assumptions, surface uncertainty, and identify which budget decisions need further testing.
11 awesome ChatGPT alternatives to try + 17 runner ups
Plenty of ChatGPT alternatives exist and offer their own strengths. Check out which ones might be a great fit for your needs.
Google Ads API Developer Assistant gets major AI agent upgrade
Google Ads API Developer Assistant v4.0.0 brings specialized API dev, troubleshooting and reporting tools into AI workflows.
How to build an E-E-A-T checker with Claude Code
Build an AI-powered E-E-A-T auditor that crawls websites, applies Google's quality guidance and generates polished reports in minutes.
How to build topic clusters that AI will cite
Learn how to build topic clusters that get cited in AI search, using emerging topics, semantic clustering, and query fan-out to cover full intent.
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.
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.
Why marketing mix modeling is still hard to get right
Open-source tools have made MMM more accessible, but reliable results still depend on clean data, thoughtful modeling, and human expertise.
The new SEO stack: What replaces your old toolset
See how LLMs, APIs and scripts cut busywork, uncover AI search signals and help teams move faster without ditching core SEO basics.
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.
AI agents can’t help if they can’t see your marketing data
MCP solves the infrastructure problem that kept AI agents stuck at the analysis stage. But raw access to a live ad account is a liability without the guardrails a platform like Optmyzr provides.
AI safety risk: How Best-of-N jailbreaking bypasses safeguards
A simple brute-force method exploits AI randomness to generate restricted outputs. Here’s how it puts your data, brand, and AI tools at risk.
Query fan-out tools and software to optimize content and track results
Learn how to use query fan-out tools to improve AI search rankings on platforms like ChatGPT and AI Overviews, and track your optimization results.
Could AI eventually make SEO obsolete?
From prompt engineering to data quality, here’s why SEO still depends on human input — even as AI capabilities expand.
Why PPC teams are becoming data teams
Automation and AI are changing PPC roles. Winning teams now control data infrastructure, measurement, analysis, and experimentation.
How to QA AI-generated content: A complete workflow
Learn how to review and QA AI-generated content with a step-by-step QA workflow: Check for accuracy, maintain brand voice, and improve output quality.
How to turn Claude Code into your SEO command center
Most SEO work means tab-switching between GSC, GA4, Ads, and AI tools. What if one setup could cross-reference them all?
Not all MMM tools are equal: Meridian, Robyn, Orbit, and Prophet explained
These open-source MMM tools solve different measurement problems, from budget optimization to forecasting and preprocessing.
Googlebot fraud (Fake crawlers, bot abuse & how to protect your site)
Learn how Googlebot crawls, renders, and indexes your site. See every crawler type, how crawl budget works, and the technical fixes that improve visibility.
Google launches natural language Developer Assistant for Google Ads API
Google’s new Developer Assistant lets advertisers and developers use plain language to generate, run, and export Google Ads API queries.
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.
Log file analysis for SEO: Find crawl issues & fix them fast
Unlock hidden SEO insights with log file analysis. Learn how to track crawler behavior, spot indexing problems, and optimize your site for search engines.
Becoming AI-native: The next leap for SEO professionals
Your SEO career depends on more than tool usage. Find out what it takes to become an AI-native SEO and lead the future of search.
How to keep your SEO skills sharp in an AI-first world
As SEO and GEO converge, learn which traditional skills still apply, which ones need rethinking, and how to stay competitive in the AI era.
To show in Google AI Mode & AI Overviews, your page must be indexed
But being indexed, does not guarantee your pages will show within these AI results.
20+ ChatGPT alternatives for SEO and content teams
Explore top ChatGPT alternatives for AI writing, coding, and productivity. Compare features, pricing, and use cases in this expert-curated 2025 guide.
BigQuery for PPC: Unlock deeper insights and better results
Tired of limited lookback windows and siloed reports? Use BigQuery for advanced attribution, multi-account aggregation, and deeper insights.
Reddit SEO: Everything you need to know
Reddit’s search dominance is growing. Here’s how to harness its SEO potential effectively to boost visibility.
6 ways GPT Operator is changing PPC automation
GPT Operator isn’t a complete solution. Yet. Here's where GPT Operator actually works in PPC applications – and where it falls short.
DeepSeek & SEO: What you need to know
Curious about DeepSeek? This open-source LLM offers unique advantages for technical SEOs, from coding support to scalable automation.
Automate SEO analysis with Google Sheets, GSC & ChatGPT API
Automate site audits, analyze pages and generate AI-driven optimization insights all within Google Sheets.
Your guide to SEO forecasting with Google Sheets
Learn three practical forecasting techniques to help predict SEO performance, justify strategies, and measure progress.
11 essential SEO elements you should be tracking
Stay on top of your SEO performance by tracking both technical and on-page changes, and using the right tools to simplify your efforts.
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.
How to leverage cosine similarity for ecommerce SEO
Understanding the concept can help you optimize ecommerce content for better alignment with Google's AI-driven search, boosting visibility.
Case study: August 2024 Google core update and a recovery plan
Learn the SEO impact of Google's August 2024 core update, how to diagnose traffic drops and ways to recover lost visibility.
Advanced analytics techniques to measure PPC
Key strategies for consent management, data modeling and non-cookie measurement techniques in a privacy-first world.