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  <description>Short pieces on what AI engines say about brands in India, measured rather than guessed, from the team building Oftheard.</description>
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  <lastBuildDate>Mon, 07 Sep 2026 03:30:00 GMT</lastBuildDate>
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    <title>Why the same AI answers differently every time</title>
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    <pubDate>Sat, 05 Sep 2026 03:30:00 GMT</pubDate>
    <description>Two sessions, same prompts, same models, six hours apart, and not one identical list of names. Why AI answers vary, and what to measure instead.</description>
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    <title>Read you, recommended you</title>
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    <pubDate>Sat, 05 Sep 2026 03:30:00 GMT</pubDate>
    <description>Whether an AI engine fetched your site before answering splits every prompt into two different problems. Only one of them is about your copy.</description>
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    <title>What rivals win on when Indian founders ask an AI</title>
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    <pubDate>Sat, 05 Sep 2026 03:30:00 GMT</pubDate>
    <description>Across six hundred AI answers to Indian founders, four attributes decided which rivals win most recommendations. They are not a ranking factor. They are a page brief.</description>
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