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      <title><![CDATA[If You're Coming to Automate Next Week, Here's the Talk I'd Skip the Show Floor For (just for a bit)]]></title>
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      <description><![CDATA[A chatbot quotes the wrong pressure transmitter and someone eats a five-figure return. Why hallucinations were never a bug, and what a grounding harness fixes instead.]]></description>
      <pubDate>Wed, 17 Jun 2026 12:00:00 GMT</pubDate>
      <author>marketing-seed-author@reshapex.com (Juan Aparicio)</author>
      
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      <title><![CDATA[The System of Intelligence for Industrial Commerce]]></title>
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      <description><![CDATA[A16z calls the layer that reads the CRM and tells you what to do the "system of intelligence." Here is what that looks like in industrial distribution, where a wrong part stops a line.]]></description>
      <pubDate>Wed, 20 May 2026 12:00:00 GMT</pubDate>
      <author>marketing-seed-author@reshapex.com (Juan Aparicio)</author>
      
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      <title><![CDATA[Every Rep Should Know Every SKU. Now They Can.]]></title>
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      <description><![CDATA[The deep product knowledge inside a distributor's best reps is extraordinary, and fragile. Here is what happens when you encode it so every rep can query it instantly.]]></description>
      <pubDate>Mon, 04 May 2026 12:00:00 GMT</pubDate>
      <author>marketing-seed-author@reshapex.com (Juan Aparicio)</author>
      
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      <title><![CDATA[Your Buyers Want Immediate Answers. Your Best People Deserve Better Questions.]]></title>
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      <description><![CDATA[75% of B2B buyers now prefer to research without a rep, and they prefer AI for the questions that feel too basic to ask a person. The goal is not fewer reps — it is better conversations.]]></description>
      <pubDate>Tue, 28 Apr 2026 12:00:00 GMT</pubDate>
      <author>marketing-seed-author@reshapex.com (Juan Aparicio)</author>
      
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      <title><![CDATA[Your Buyers Are Now Being Advised by AI. Are You in That Conversation?]]></title>
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      <description><![CDATA[There is no position one in generative search. When a buyer asks an AI which distributor to trust, your brand is either cited or invisible — and your AI agent is the content engine you're probably not using.]]></description>
      <pubDate>Wed, 22 Apr 2026 12:00:00 GMT</pubDate>
      <author>marketing-seed-author@reshapex.com (Juan Aparicio)</author>
      
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      <title><![CDATA[The Demand Is Coming. The Question Is Whether You'll Be Ready for It.]]></title>
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      <description><![CDATA[ITR Economics' leading indicators are all pointing up at once: 2026 is a favorable cycle. The bottleneck won't be inventory — it will be the people who answer technical questions.]]></description>
      <pubDate>Mon, 20 Apr 2026 12:00:00 GMT</pubDate>
      <author>marketing-seed-author@reshapex.com (Juan Aparicio)</author>
      
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      <title><![CDATA[Hallucinations Are Not a Bug. They're How LLMs Work.]]></title>
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      <description><![CDATA[When are we going to fix AI's hallucination bug? Wrong question. Hallucinations are a feature of how LLMs work — here is what that means for industrial distribution, and what to build instead.]]></description>
      <pubDate>Thu, 16 Apr 2026 12:00:00 GMT</pubDate>
      <author>marketing-seed-author@reshapex.com (Juan Aparicio)</author>
      
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