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    <title>Lumina Visibility</title>
    <description>We map the prompts, sources, competitors, stories, and outcomes shaping how AI talks about your brand.
We show how buyers ask, how AI answers, which competitors and sources shape the response, and whether our work is changing commercial outcomes.
We turn scattered AI answers into a practical workflow: see what AI says, understand why it says it, and decide what to improve next.
We designed Lumina to show what changed, why it matters, and what to do next. The goal is not a prettier score. It is a clearer worklist for AI visibility.</description>
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      <title>AI Visibility Is Not One Score: How to Understand Your AI Search Performance</title>
      <description>AI visibility should not be measured as one blended score. Learn the seven evidence gates that separate platform demand, prompts, answer presence, citations, recommendations, referrals and conversions.</description>
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      <content:encoded>AI visibility should not be measured as one blended score. Learn the seven evidence gates that separate platform demand, prompts, answer presence, citations, recommendations, referrals and conversions.</content:encoded>
      <pubDate>Wed, 05 Aug 2026 00:00:00 -0400</pubDate>
      <link>https://speakerdeck.com/luminavisibility/ai-visibility-is-not-one-score-how-to-understand-your-ai-search-performance</link>
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      <title>Should You Charge AI Crawlers? Test Whether Your Content Is Replaceable First</title>
      <description>HTTP 402 lets publishers and brands charge AI crawlers. But the payment mechanism does not create pricing power. Your leverage depends on whether AI can replace your content with another source.</description>
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      <content:encoded>HTTP 402 lets publishers and brands charge AI crawlers. But the payment mechanism does not create pricing power. Your leverage depends on whether AI can replace your content with another source.</content:encoded>
      <pubDate>Wed, 29 Jul 2026 00:00:00 -0400</pubDate>
      <link>https://speakerdeck.com/luminavisibility/should-you-charge-ai-crawlers-test-whether-your-content-is-replaceable-first</link>
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      <title>Why AI Recommends Your Brand in One Category but Ignores It in Another</title>
      <description>Changing one category word can completely change which brands AI recommends. The problem may not be brand strength. It may be whether AI associates your brand with the category your customer is asking about.</description>
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      <content:encoded>Changing one category word can completely change which brands AI recommends. The problem may not be brand strength. It may be whether AI associates your brand with the category your customer is asking about.</content:encoded>
      <pubDate>Mon, 27 Jul 2026 00:00:00 -0400</pubDate>
      <link>https://speakerdeck.com/luminavisibility/why-ai-recommends-your-brand-in-one-category-but-ignores-it-in-another</link>
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