
Introduction When answers are synthesized before results appear and brands are credited only if machines can parse and trust their words, the rules of visibility change faster than most playbooks can keep up. AI-driven search from Perplexity, ChatGPT Search, and Google’s Search Generative Experience now acts less like a directory and more like an editor, extracting meaning, judging credibility, and










