Search Engine Marketing

The question I get asked most in 2026 is: How do we measure this? How do we measure whether our brand is showing up in ChatGPT?  How do we measure whether Perplexity is recommending us?  How do we measure whether the work we did last quarter on grounding for AI Mode moved the needle? Nobody

AI offers a conversational experience. We use LLMs through chatbots. But no one has yet looked at how citations and mentions evolve in a conversation. I analyzed data from the Semrush AI Visibility Toolkit to review 20 buyer journeys across four different verticals to compare high vs. low reasoning for ChatGPT5.2. View embedded content In

For a long time, SEO reporting revolved around dashboards. When a meeting was on your schedule, you’d spend your day preparing by exporting data from Google Search Console, cleaning it in spreadsheets, and layering charts into Data Studio.  Now, AI coding agents are changing that workflow. Instead of the manual work that would previously take

Google‘s first consolidated AI optimization guide gives guidance on ways to optimize for Google’s generative AI features.

Google’s information gain patent is real. Commodity content can’t beat it. Here’s the practical content framework for search that still delivers value. The post Creating ‘Non-Commodity’ Content That Cuts Through The Noise appeared first on Search Engine Journal.

Your lift study came in low. Should you cut the channel? Not before reading how MER, incrementality, and attribution work together as a stack. The post Why Incrementality Testing Alone Won’t Fix Your Paid Media Budget – The Missing Metric appeared first on Search Engine Journal.

Google built UCP for Shopping. The architecture underneath it is a blueprint every website will eventually need to implement, regardless of whether you sell anything. The post What Google’s UCP Tells Us About Agent-Ready Websites appeared first on Search Engine Journal.