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      <description>The official guide to Agentic Commerce for Shopify. Learn how AI Agents, autonomous shopping, and guided discovery are transforming high-SKU stores and increasing AOV.</description>
      <language>en-us</language>
      <managingEditor>isaac.lewin@yourshopguide.com (Isaac Lewin)</managingEditor>
      <webMaster>isaac.lewin@yourshopguide.com (Isaac Lewin)</webMaster>
      <lastBuildDate>Sun, 21 Jun 2026 00:00:00 GMT</lastBuildDate>
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    <title>The Metadata Goldmine: Why &#39;Dirty Data&#39; is No Longer a Blocker for 10,000+ SKU Shopify Stores</title>
    <link>https://blog.yourshopguide.com/blog/metadata-goldmine-high-sku-shopify-agentic-discovery</link>
    <description>High-SKU Shopify stores are sitting on a metadata goldmine that legacy search bars cannot tap. Discover how agentic discovery handles &quot;dirty data,&quot; eliminates the need for perfect tagging, and turns your entire inventory into a searchable asset for brands like Country Life Natural Foods and Goodbois.</description>
    <pubDate>Sun, 21 Jun 2026 00:00:00 GMT</pubDate>
    <author>isaac.lewin@yourshopguide.com (Isaac Lewin)</author>
    <category>agentic-commerce</category><category>guided-shopping</category><category>shopify-large-catalog</category><category>metadata</category><category>discovery</category>
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