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.

Amazon rebranded its advertising automation tool to Ads Agent, positioning it as an active software product unlike Meta's failed metaverse bet, but its pricing model remains the critical test.