AI Visibility Tracking for B2B Buyer Journeys

Monroya.ai is an AI-visibility platform that shows B2B companies where they appear, and where they don’t, in AI-generated responses across ChatGPT, Claude, Gemini, and Perplexity. Rather than a single blended score, Monroya tracks visibility by buyer-journey stage — Discovery, Evaluation, Decision, and Retention — and separates being mentioned from being cited, since a brand can come up constantly in AI answers and still get zero credit while a competitor earns the actual recommendation.

With Monroya.ai, marketing teams can see the exact buyer conversations AI is sending to competitors instead of them, understand why a model recommended one vendor over another, and get a ranked, prioritized next action for every gap found — not just a dashboard telling them something is wrong. Every completed action is automatically re-checked against the same prompt, showing the real before-and-after answer so teams know whether a fix actually worked, not just that a score moved.

At the core of Monroya.ai is continuous, evidence-based tracking. AI models, their sources, and what they cite all shift over time, so Monroya keeps monitoring and adjusts what it recommends as those patterns change, rather than treating visibility as a one-time audit.