Prompt Visibility
AI answers work like a funnel, not a list of links. See how far your brand makes it — from category recognition, to brand awareness, to the recommendation itself.
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AI is not a traditional search engine where every query is direct, like "knee doctor in Dallas" or "best product near me." While those questions do exist, most people start with broader questions, symptoms, problems, or goals.
For example, someone may ask, "My left knee feels like it's burning — what could this be?" Before AI recommends a specific doctor, it first has to understand the problem, determine the likely service category, and guide the user toward the type of provider or solution they may need. We call this a prompt visibility funnel.
This report measures that funnel — how far your company makes it through the AI answers funnel, from category recognition, to brand awareness, to brand recommendation. Every stage where you drop out becomes a task in your Playbook.
Someone may ask, "My left knee feels like it's burning — what could this be?" Before AI recommends a specific doctor, it first has to understand the problem, determine the likely service category, and guide the user toward the type of provider or solution they may need.
The funnel we measure
Where visibility breaks down
The goal is not just to appear in AI answers — it's to become the business AI confidently recommends.
Inside the report
The whole funnel rolls up into one Prompt Visibility score with a verdict that tells you exactly what's holding it down. It's the number to watch between audits: as fixes ship and re-scans run, this is where the movement shows.
Click into any prompt to see the full evidence: which engines were asked, the actual AI responses quoted and dated, your visibility engine by engine, and the recommended fix for that exact question. Nothing is a black box — you can read the sentence that cost you the recommendation.
Every prompt where you're losing ground becomes a card: the question, the current outcome, why it matters for your pipeline, and the suggested fix. It's the bridge between measurement and action — sorted so the most winnable ground sits on top.
Where visibility breaks down
Each stage of the funnel points to a specific kind of fix.
The goal is not just to appear in AI answers — it's to become the business AI confidently recommends.