Stop AI Brand Drift: A Four-Layer Playbook to Keep Your Message On-Brand in LLM Search
The emergence of AI Overviews and conversational assistants marks a fundamental shift in how information is distributed. Instead of presenting a list of links, these systems synthesize information from multiple sources to provide a single, direct answer. This process introduces a significant risk: brand semantic drift. LLMs don’t “understand” your brand; they generate probabilistic responses […]
