AI search and LLMs shape how people see your brand and issues daily. We analyze your AI footprint by running 500+ prompts across major platforms to identify risks and build a roadmap to shape your narrative.
Investors, policymakers, journalists, and customers are using ChatGPT, Claude, Gemini, and other AI tools to research companies and leaders. They’re not getting links. They’re getting synthesized answers, or even first drafts of their output. LLMs are shaping perception before any human conversation happens.
AI is already influencing your reputation. The question is whether what it’s saying is not only accurate, current, and complete, but also favorable and aligned with your message and interests.
General queries often return a default story: anchored to the past, thin on current priorities, shaped more by what’s written about an issue than what’s true about it. The first step is mapping what AI is saying now, so you can work to influence it and shift it as desired.
ChatGPT, Claude, Gemini, Perplexity, and Copilot draw from different sources and weight recency differently. The same question can produce meaningfully different answers depending on where your stakeholder asks it. You can’t manage what you haven’t mapped.
