{
  "url": "aeoptimizer.com/faq/what-does-good-ai-visibility-look-like-and-how-do-i-know-if-we-re-behind-competi",
  "name": "What does “good” AI visibility look like, and how do I know if we’re behind competitors?",
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      "name": "What does “good” AI visibility look like, and how do I know if we’re behind competitors?",
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      "acceptedAnswer": {
        "text": "In a crowded market, a good benchmark is how your share of voice in AI answers compares to your share of voice in search and social.\nThere’s no universal “good” number; it’s about competitive advantage.\n\n**Key factors**\n- **Share of voice**: percentage of total brand mentions across test prompts\n- Mix of **recommended vs neutral vs cautionary** mentions\n- Alignment with your **current market position**\n- Trends: are you **gaining or losing** visibility quarter over quarter?\n\n**Practical guidance**\nRun a 30–50 prompt test and calculate what fraction of total brand mentions you capture vs your top 3 competitors.\nIf you’re far below your market share or slipping over time, treat this as a priority improvement area.\nUse benchmarks internally, not as absolute grades, to focus resources where they move competitive outcomes.",
        "@type": "Answer",
        "description": "“Good” AI visibility means your brand is mentioned and recommended in AI answers at least in line with your real market position—and ideally above competitors. Measure this by running a structured prompt test, calculating share of voice across answers, and tracking whether that share is rising or falling."
      }
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  ],
  "description": "“Good” AI visibility means your brand is mentioned and recommended in AI answers at least in line with your real market position—and ideally above competitors."
}