Introduction Most “SEO automation platform” roundups list a dozen tools. They don’t tell you which ones actually work together. I tested this differently. I ran
What Is an AI SEO Agent? An AI SEO agent is software that takes real site data (crawl results, Search Console rankings, and query data),
Kontent Machine is dead. Here’s our 2026 review of why it’s not worth buying and the best alternative for bulk SEO content. Try SCM free.
Most content planning isn’t hard.It’s just… repetitive. Keyword research.Clustering topics.Figuring out structure. It’s hours of manual work every time. Here’s what that looks like when
In the previous article (How to Build a Keyword Clustering System with Embeddings and Density Clustering) I went over the new topic clustering system for
You don’t need to bring your own keywords anymore. 1 keyword in. Full topic cluster out. Mini walkthrough Try it here: Would you like to
If you just use a keyword tool to generate a list of keywords, its hard to use that list as is; unless you group them
SEO Content Machine has been around for a while (10 years). Since 2022 a lot has changed in the SEO world, Googles HCU and then
December 29, 2025 fix Check for gmaps consent screens December 25, 2025 fix chrome browser creating lots of puppet-profile folders in OS temp. Now using incognito instead.