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        <title>Aeo - Tag - Raguventhan - Tech, Trends &amp; Life Stories</title>
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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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    <title>Beyond Blue Links: How AI Search Understands Retail Products (AEO, GEO &amp; Entity SEO)</title>
    <link>https://raguventhan.com/posts/ai-search-retail-aeo-geo-entity-seo/</link>
    <pubDate>Fri, 19 Dec 2025 09:00:00 &#43;0530</pubDate><author>
                    <name>raguventhan</name>
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            </div><p>Search is no longer a list of links. It is a reasoning layer.</p>
<p>Modern search systems like Google AI Overviews, Perplexity, ChatGPT Search, and Bing Copilot do not rank pages by keywords alone.</p>]]></description>
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