Key Takeaways Google still controls roughly 89.85% of global search traffic, but AI Overviews now cite non-top-10 pages 16.7% of the time, which means ranking well and being ranked well by Google’s own answer engine…
Keyword cannibalization is the single most common issue I keep seeing at larger sites, especially marketplaces. The standard advice is to pull your Ahrefs or Google Search Console query report, find pages ranking for overlapping…
A semantic keyword clustering script in Python produces reliable page groups only when two things are right: a similarity cutoff derived from the corpus rather than hardcoded, and a linkage rule that cannot chain unrelated…
Content pruning in the context of SEO audits is a keep-kill-merge decision made against three metrics: traffic, topical alignment, and content quality. Run it wrong and you either leave dead weight dragging the domain down,…
A Northeast US appliance repair business reached out. The site was on Framer. The Google Business Profile was claimed but barely managed. Traffic had been flat for years. Here’s where they were at on day…
If you’ve had any experience with Google core update then you definitely heard about Glenn Gabe. No doubt, he is the most competent person out there when it comes to analyzing impacts of Core Updates…