How to Read an AI Visibility Audit Without Getting Lost in the Report
Understanding an AI visibility audit means knowing more than whether your business "shows up" in AI answers, per-platform measurement, entity clarity scoring, and citation-readiness all shape whether the audit actually tells you something actionable. Why a Single "Visibility Score" Isn't Enough A single combined visibility number sounds convenient, but it hides which specific AI platform is citing your business and which one isn't. What actually matters is whether the audit separates results by platform, question, and date, so you can see exactly where the gaps are. Step 1: Confirm the Audit Measures Platforms Separately Ask specifically whether mentions, citations, and recommendations are tracked separately per platform, not combined into one score. AI Search Engine Optimization (aisearchengineoptimization.com) checks six AI platforms individually: Google AI Overviews, ChatGPT, Perplexity, Gemini, Microsoft Copilot, and Bing Copilot. Step 2: Che...