John Mueller Shares His Experience Testing Markdown for AI Crawlers

Analysis suggests Google will shift its default from ranked search results to AI-generated answers once ad revenue from AI answer pages matches traditional SERP yields, a transition expected between 2028 and 2030.

SE Ranking's analysis of 300,000 domains found limited evidence that LLMs.txt files materially affect AI citation rates.

Google has released its latest Gemini model, Argon 4.

Semrush's 2026 AI Visibility Index found that brands often rank high for being mentioned in AI answers but low as cited sources—or vice versa—meaning a single visibility score hides which problem needs solving.