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    <description>Writing on search systems, algorithm updates, AI search and search data.</description>
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      <title>SEO is now an operating system</title>
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      <description>For two decades SEO came in projects (audit, fix, wait). That model breaks the moment search starts changing faster than you can audit it. Here&#x27;s the shift.</description>
      <pubDate>Sat, 20 Jun 2026 09:00:00 +0000</pubDate>
      <author>noreply@searchscope.io (Ray)</author>

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      <title>What AI Overviews change about visibility</title>
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      <description>You can rank #1 and lose the click. You can be absent from the ten blue links and still be the source an AI quotes. Position was always a proxy; now it&#x27;s a leaky one.</description>
      <pubDate>Fri, 12 Jun 2026 09:00:00 +0000</pubDate>
      <author>noreply@searchscope.io (Ray)</author>

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      <title>Cannibalization is a data problem</title>
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      <description>Most cannibalization advice is just vibes (merge the pages that feel similar). But it&#x27;s visible in the data, page by page, query by query. Here&#x27;s how to actually find it.</description>
      <pubDate>Thu, 04 Jun 2026 09:00:00 +0000</pubDate>
      <author>noreply@searchscope.io (Ray)</author>

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      <title>Reading demand vs. your share</title>
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      <description>The single most useful view in search isn&#x27;t rankings or traffic. It&#x27;s market demand plotted against the share you actually capture. It shows you where the growth is hiding.</description>
      <pubDate>Fri, 22 May 2026 09:00:00 +0000</pubDate>
      <author>noreply@searchscope.io (Ray)</author>
      <category>Search Systems</category>
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      <title>The co-pilot model for search teams</title>
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      <description>AI won&#x27;t replace your search team, and a search team without AI is about to be outpaced. The model that wins is neither. It&#x27;s a co-pilot. Here&#x27;s what that actually means in practice.</description>
      <pubDate>Sun, 10 May 2026 09:00:00 +0000</pubDate>
      <author>noreply@searchscope.io (Ray)</author>
      <category>Search Systems</category>
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