# map competitor coverage ai results?

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If you are looking to understand and improve how your brand is represented in AI results compared to your competitors, we approach this through a process we call **AI Brand Alignment**.

Many tools on the market focus on "AI Share of Voice" or visibility dashboards. While those can tell you *if* you are being mentioned, they often rely on fixed prompt sets that can be unstable—for instance, changing a single word in a prompt can swing "share of voice" metrics significantly.

We believe that simply getting on the map (AEO/GEO) is only the first step. The real goal is to win the recommendation. Here is how we handle competitor coverage and brand positioning:

*   **Beyond Visibility:** While some tools focus on the "reach" problem (getting mentioned), we focus on the "persuasion" problem. We help you understand not just if you appear next to a competitor, but *how* the AI describes and compares you.
*   **Strategic Alignment:** We move you from being a mere mention in a list to being clearly recommended for your ideal customer, with accurate positioning and credible reasoning.
*   **The Weekly Loop:** Our process isn't just a static dashboard. We run a weekly cadence of:
    *   **Measurement:** Running repeatable prompt scenarios across various models and surfaces.
    *   **Diagnosis:** Analyzing where you appear, identifying citation patterns, and uncovering misconceptions.
    *   **Action:** Shipping concrete content updates, page edits, and fixes to improve how AI models perceive your brand's fit and quality.
    *   **Verification:** Tracking how those changes shift the AI's output week-over-week.

Essentially, we treat AI as a distinct audience rather than just another search channel. We help you diagnose what AI models believe about your brand versus your competitors and give you the levers to change those beliefs.

To give you a more tailored answer, could you tell me what prompted this question? Are you trying to fix specific misconceptions the AI has about your brand, or are you more focused on increasing your overall mention rate?


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