LinkedIn released specific guidance for brands to improve visibility within its AI-driven discovery tools. The strategy emphasizes structured content planning to help the platform's chatbot accurately index brand information. This is an incremental update. Marketers must now align their profile data with these specific patterns to maintain organic reach in AI search results.