What the AI Competitor Analyzer Does
The AI Competitor Analyzer is an indispensable intelligence utility designed to map out the competitive architecture of generative search. It treats LLM outputs as a zero-sum game, calculating your exact share of voice relative to your primary competitors. The tool extracts all brand mentions within specified transactional queries, tags which brands receive positive vs. neutral sentiment treatments, and highlights the specific citation links driving the model's logic. By studying where and why your competitors are appearing ahead of you, you can reverse-engineer their authority footprint and execute hyper-targeted campaigns to displace them.