We have always been approximating relevance. Every keyword list, every TF-IDF score, every editorial judgment about whether a page “covers the topic” has been an attempt to answer a single question: is this content about the thing the user is looking for? The tools changed. The question did not. What changed, meaningfully, is the resolution […]
What Not To Automate With AI: The SEO Deskilling Trap
When AI arrived in the marketing mainstream, it was accompanied by a persistent and scary narrative: The machines are coming for our jobs. On the surface, those fears might appear well-founded. According to the Content Marketing Institute, 43% of surveyed marketers said their organization had laid off marketing employees within the last year – a […]