Clicks as a ranking-related signal have been a subject of debate for over twenty years, although nowadays most SEOs understand that clicks are not a direct ranking factor. The simple truth about clicks is that they are raw data and, surprisingly, processed with some similarity to human rater scores. Clicks Are A Raw Signal The ..
Tag : SEO
Welcome to the week’s Pulse: updates affect what Google considers spam, what happens when you report it, and what agentic search looks like in practice. Here’s what matters for you and your work. Google’s New Spam Policy Targets Back Button Hijacking Google added back button hijacking to its spam policies, with enforcement beginning June 15. ..
Welcome to the week’s Pulse: updates affect what Google considers spam, what happens when you report it, and what agentic search looks like in practice. Here’s what matters for you and your work. Google’s New Spam Policy Targets Back Button Hijacking Google added back button hijacking to its spam policies, with enforcement beginning June 15. ..
This series has been written in English, tested in English, and grounded in research conducted primarily in English. Every framework discussed here (vector index hygiene, cutoff-aware content calendaring, community signals, machine-readable content APIs) was conceived by an English-speaking practitioner, stress-tested against English-language queries, and validated against benchmarks that, as this article will show, are themselves ..
AI agents are already here. Not as a concept, not as a demo, but shipping inside browsers used by billions of people. Every major tech company has launched either a browser with AI built in or an extension that acts on your behalf. Anthropic’s Claude for Chrome can navigate websites, fill forms, and perform multi-step ..
The United States Patent Office recently published Google’s continuation on a patent for a search system that detects when there is no satisfactory answer for a query and waits to automatically deliver the answer when it becomes available. Search And AI Assistant The patent, published in February 2026, is a continuation of an older patent, ..
Last year, after spending a few days at a work summit in Austria, I asked Perplexity for the latest news related to SEO and AI search. It responded with details about a supposed “September 2025 ‘Perspective’ Core Algorithm Update” that Google had just rolled out, emphasizing “deeper expertise” and “completion of the user journey.” It ..
Most enterprise SEO Centers of Excellence (CoE) fail for a surprisingly simple reason. They were built to advise, not to govern. On paper, the idea of an SEO CoE is appealing. Centralized expertise. Shared standards. Training and enablement. Documentation that can be reused across markets. In theory, it should bring order to complexity. In practice, ..
The quarterly business review is upon us. We pull reports from Google Analytics 4, Search Console, Google Ads, and customer relationship management, and we find that none of them match. In fact, despite being connected to the same campaign and focus, they are quite different. This is work done, data collected, and reported back to ..
Google updated their report-a-spam documentation to reflect that the feature may now be used to initiate manual actions against websites that are found to be spamming. This is a change in policy that gives SEOs the opportunity to now have their spam reports potentially go into the queue for a manual action. Change In Spam ..


