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    <title>Systems Architecture for Brand Growth: Escaping the CAC Trap in the Agentic Era</title>
    <link>https://raguventhan.com/posts/brand-growth-systems-ai/</link>
    <pubDate>Sat, 11 Apr 2026 09:00:00 &#43;0530</pubDate><author>
                    <name>raguventhan</name>
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            </div><p><strong>Brand growth systems</strong> are replacing channel tactics because the old acquisition stack is structurally failing. Paid reach is more expensive, organic discovery is being absorbed into AI answer layers, and brands that still behave like a sequence of campaigns are discovering that better ad copy does not fix broken unit economics.</p>]]></description>
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