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    <description>AI readiness and AI visibility insights from Corlarity.</description>
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      <title>The Five Questions to Ask Any Agency Pitching You AI Readiness</title>
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      <pubDate>Thu, 13 Aug 2026 13:00:00 GMT</pubDate>
      
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      <title>The 30-Minute AI Audit: Check What AI Says About You</title>
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      <pubDate>Thu, 13 Aug 2026 13:00:00 GMT</pubDate>
      <description>A step-by-step process to audit how ChatGPT, Claude, Gemini, and Perplexity describe your company. Six tests. Thirty minutes. Free tools.</description>
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      <title>When AI Gets Your Company Wrong: A Field Guide</title>
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      <pubDate>Thu, 13 Aug 2026 13:00:00 GMT</pubDate>
      <description>Five categories of AI errors we see in nearly every diagnostic. If AI is describing your company wrong, you are losing meetings you do not know about.</description>
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      <title>Answer Engine Optimization Is Half the Equation</title>
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      <pubDate>Thu, 25 Jun 2026 13:00:00 GMT</pubDate>
      
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      <title>Adobe Just Measured the Noise</title>
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      <pubDate>Wed, 24 Jun 2026 13:00:00 GMT</pubDate>
      
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      <title>AI Readiness: Is Your Company Ready for AI Answers?</title>
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      <pubDate>Sun, 21 Jun 2026 13:00:00 GMT</pubDate>
      <description>AI readiness measures whether AI systems can read your data, trust your claims, and recommend your company. Here&apos;s how to assess readiness across clarity, coverage, and conversion.</description>
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      <title>AI Search Optimization: How to Get Recommended by ChatGPT, Perplexity, and Google AI</title>
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      <pubDate>Sun, 21 Jun 2026 13:00:00 GMT</pubDate>
      <description>AI search optimization is the practice of making your company&apos;s data readable, trusted, and chosen by AI systems. Here&apos;s the complete framework B2B companies use to appear in AI-generated answers.</description>
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      <title>AI Visibility: How to Get Your Company Recommended by AI Systems</title>
      <link>https://corlarity.com/articles/ai-visibility/</link>
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      <pubDate>Sun, 21 Jun 2026 13:00:00 GMT</pubDate>
      <description>AI visibility measures whether ChatGPT, Perplexity, Gemini, and Google AI mention your company when buyers ask. Here&apos;s what drives visibility and what kills it.</description>
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      <title>Generative Engine Optimization (GEO): What Actually Works for B2B Companies</title>
      <link>https://corlarity.com/articles/generative-engine-optimization/</link>
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      <pubDate>Sun, 21 Jun 2026 13:00:00 GMT</pubDate>
      <description>GEO is the practice of optimizing your company&apos;s data for generative AI engines. But GEO alone doesn&apos;t generate revenue. Here&apos;s how B2B companies should approach it.</description>
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      <title>Your SEO Rankings No Longer Predict Your AI Visibility</title>
      <link>https://corlarity.com/articles/seo-rankings-no-longer-predict-ai-citations/</link>
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      <pubDate>Fri, 19 Jun 2026 19:49:00 GMT</pubDate>
      <description>New data shows SEO-to-AI citation correlation dropped from 76% to 38% in one year. Page one no longer guarantees AI visibility. Here&apos;s what changed.</description>
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      <title>Apple Just Opened the Sixth AI Surface. Are You Indexed?</title>
      <link>https://corlarity.com/articles/apple-siri-ai-sixth-surface/</link>
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      <pubDate>Wed, 17 Jun 2026 00:00:00 GMT</pubDate>
      <description>Apple updated Applebot to power Siri answers with real-time web retrieval across 2.5 billion devices. Siri is the AI surface most companies haven&apos;t indexed for.</description>
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      <title>AI Conversion Collapse: Why AI-Referred Traffic Doesn&apos;t Convert</title>
      <link>https://corlarity.com/articles/the-conversion-collapse-nobodys-measuring/</link>
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      <pubDate>Mon, 08 Jun 2026 03:00:00 GMT</pubDate>
      <description>Your traffic looks fine but buyers decide without you. Microsoft admits AI reduces clicks. Google tracks impressions, not outcomes. Here&apos;s the gap.</description>
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      <title>Answer Sets Are Hardening: Why AI Recommendations Are Freezing</title>
      <link>https://corlarity.com/articles/answer-sets-are-hardening-why-first-movers-win-the-decade/</link>
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      <pubDate>Mon, 08 Jun 2026 02:00:00 GMT</pubDate>
      <description>AI models are converging on the same recommendations, creating self-reinforcing answer sets. Companies cited today compound their advantage. Early movers win.</description>
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      <title>The Context Gap: Why Pre-Educated AI Visitors Bounce</title>
      <link>https://corlarity.com/articles/the-context-gap-why-pre-educated-visitors-bounce/</link>
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      <pubDate>Fri, 22 May 2026 00:00:00 GMT</pubDate>
      <description>AI sends buyers to your site carrying forty minutes of context. Your homepage answers none of their actual questions. That gap is where quotes quietly die.</description>
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      <title>AI-Referred Traffic Looks Different in Your Analytics. Here&apos;s What to Search For</title>
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      <pubDate>Wed, 20 May 2026 00:00:00 GMT</pubDate>
      <description>AI-referred traffic behaves nothing like standard referrals. Here&apos;s what to look for in GA4, where to find it, and why these visitors convert at 3x the rate.</description>
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      <title>Why AI Can&apos;t Read Your Manufacturing Website (and What Structured Data Fixes)</title>
      <link>https://corlarity.com/articles/structured-data-for-b2b-manufacturers/</link>
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      <pubDate>Mon, 18 May 2026 00:00:00 GMT</pubDate>
      <description>Structured data labels your product specs and certifications so AI can read them. For manufacturers, four schema types determine whether AI recommends you.</description>
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      <title>AI Visibility Is Not a Ranking. Stop Tracking It Like One.</title>
      <link>https://corlarity.com/articles/ai-visibility-is-not-a-ranking/</link>
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      <pubDate>Fri, 15 May 2026 00:00:00 GMT</pubDate>
      <description>Single AI answers are too unstable to track as rankings. Here&apos;s what the data says actually holds steady, and what to measure instead.</description>
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      <title>Your Product Line Exists in AI&apos;s Memory. Most of What It Remembers Is Wrong</title>
      <link>https://corlarity.com/articles/what-ai-tells-buyers/</link>
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      <pubDate>Fri, 15 May 2026 00:00:00 GMT</pubDate>
      <description>AI tells buyers your products do things they don&apos;t. In manufacturing, hallucinated specs cost real deals. Thin data ecosystems are why AI invents details.</description>
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      <title>Why Your Website Isn&apos;t in AI Answers (And How to Fix It)</title>
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      <pubDate>Wed, 13 May 2026 00:00:00 GMT</pubDate>
      <description>Your site passes every check but AI omits you from answers. For the full framework on what drives AI recommendations, see [AI visibility](/articles/ai-visibility/). The problem isn&apos;t your website. It&apos;s whether your data survives extraction, correlation, synthesis.</description>
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      <title>Your Data Passes Three Tests Before AI Even Considers Recommending You</title>
      <link>https://corlarity.com/articles/the-three-gates-every-ai-system-runs-your-data-through/</link>
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      <pubDate>Mon, 11 May 2026 00:00:00 GMT</pubDate>
      <description>Before AI recommends you, your data passes three sequential gates: extraction, correlation, synthesis. Fail any one and you don&apos;t exist in the answer.</description>
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