How Category Framing Changes Which Brands AI Recommends

Google is adding fact-checking expectations to its AI content guidance, Gemini links are exposing UTM parameters in search results, and desktop click-through rates declined in Q2.

Andrej Karpathy recommends prompting LLMs to write in aerospace manual style or output diagrams, HTML, and videos for clearer explanations.

Alchemer's survey finds 60% of consumers expect faster responses from companies using AI, yet 89% report AI has hurt their experience in some way.

Google and OpenAI are expanding features that let users maintain standing search requests rather than individual one-off queries.