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    <title>Siddhant Jain | AI Search Notes</title>
    <link>https://siddhantjain.in/notes</link>
    <description>Sharp takes on AI Search, GEO, SEO, and AI-led brand visibility by Siddhant Jain, Co-founder and CPO at DareAISearch.</description>
    <language>en</language>
    <lastBuildDate>Wed, 20 May 2026 00:00:00 GMT</lastBuildDate>
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      <title>Google I/O 2026 Notes: What It Means for AI Search, SEO and Brand Visibility</title>
      <link>https://siddhantjain.in/notes/google-io-2026-ai-search-seo-brand-visibility</link>
      <description>Google I/O 2026 confirmed search is no longer about rankings and clicks. It is becoming conversational, generative, agentic, visual, local, commerce-led and decision-oriented. Here is how brands should prepare.</description>
      <pubDate>Wed, 20 May 2026 00:00:00 GMT</pubDate>
      <category>AI Search</category>
      <guid isPermaLink="true">https://siddhantjain.in/notes/google-io-2026-ai-search-seo-brand-visibility</guid>
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    <item>
      <title>Why I Believe AI Search Is the Biggest Shift Since Google</title>
      <link>https://siddhantjain.in/notes/ai-search-biggest-shift-since-google</link>
      <description>AI engines like ChatGPT, Gemini, and Perplexity sit between intent and outcome. They are quietly rewriting how brands get discovered, and most teams have not priced it in yet.</description>
      <pubDate>Mon, 12 May 2025 00:00:00 GMT</pubDate>
      <category>AI Search</category>
      <guid isPermaLink="true">https://siddhantjain.in/notes/ai-search-biggest-shift-since-google</guid>
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      <title>GEO Is Not Just SEO Rebranded</title>
      <link>https://siddhantjain.in/notes/geo-not-seo-rebranded</link>
      <description>Generative Engine Optimization is a different discipline, but it cannot exist without SEO. The future is not SEO versus GEO. The future is SEO plus GEO.</description>
      <pubDate>Tue, 06 May 2025 00:00:00 GMT</pubDate>
      <category>GEO</category>
      <guid isPermaLink="true">https://siddhantjain.in/notes/geo-not-seo-rebranded</guid>
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    <item>
      <title>What Building SearchScore AI Taught Me About AI Visibility</title>
      <link>https://siddhantjain.in/notes/building-searchscore-ai-lessons</link>
      <description>Twelve months. Seven rebuilds. AI visibility is not binary, and it is not just a marketing metric. It is a brand reputation metric.</description>
      <pubDate>Wed, 30 Apr 2025 00:00:00 GMT</pubDate>
      <category>SearchScore AI</category>
      <guid isPermaLink="true">https://siddhantjain.in/notes/building-searchscore-ai-lessons</guid>
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      <title>Why Brands Need to Track Mentions, Citations and Recommendations</title>
      <link>https://siddhantjain.in/notes/track-mentions-citations-recommendations</link>
      <description>Rankings are an incomplete signal in the AI era. The new visibility funnel is mentions, citations, recommendations, and choices.</description>
      <pubDate>Sat, 26 Apr 2025 00:00:00 GMT</pubDate>
      <category>AI Visibility</category>
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      <title>The Future of SEO Is Search Visibility Across Google + AI Engines</title>
      <link>https://siddhantjain.in/notes/future-of-seo-search-visibility</link>
      <description>SEO is not dead, but SEO alone is no longer enough. The future is search visibility optimization across Google and every major AI engine.</description>
      <pubDate>Thu, 24 Apr 2025 00:00:00 GMT</pubDate>
      <category>SEO</category>
      <guid isPermaLink="true">https://siddhantjain.in/notes/future-of-seo-search-visibility</guid>
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      <title>What Product Hunt Taught Us About Audience Fit</title>
      <link>https://siddhantjain.in/notes/product-hunt-audience-fit</link>
      <description>SearchScore AI launched on Product Hunt. The biggest lesson was not about ranking. It was about the difference between traffic and audience fit.</description>
      <pubDate>Fri, 18 Apr 2025 00:00:00 GMT</pubDate>
      <category>Founder Notes</category>
      <guid isPermaLink="true">https://siddhantjain.in/notes/product-hunt-audience-fit</guid>
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      <title>Why Google Analytics Showing AI Traffic Matters</title>
      <link>https://siddhantjain.in/notes/google-analytics-ai-traffic</link>
      <description>What gets measured gets budget. As GA4 surfaces AI-led traffic from ChatGPT, Perplexity, and Gemini, the AI Search category becomes real for marketing teams.</description>
      <pubDate>Sat, 12 Apr 2025 00:00:00 GMT</pubDate>
      <category>Analytics</category>
      <guid isPermaLink="true">https://siddhantjain.in/notes/google-analytics-ai-traffic</guid>
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    <item>
      <title>Why FAQ Schema Going Away From Google Rich Results Does Not Kill FAQs</title>
      <link>https://siddhantjain.in/notes/faq-schema-going-away</link>
      <description>The end of FAQ rich results is not the end of FAQs. It is the end of abusing FAQs for SERP space. In the AI Search era, useful FAQs matter more than ever.</description>
      <pubDate>Fri, 04 Apr 2025 00:00:00 GMT</pubDate>
      <category>SEO</category>
      <guid isPermaLink="true">https://siddhantjain.in/notes/faq-schema-going-away</guid>
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    <item>
      <title>Why Brand Reputation Is Getting Baked Into AI Models</title>
      <link>https://siddhantjain.in/notes/brand-reputation-baked-into-ai</link>
      <description>AI engines do not look at your website alone. They form an opinion from your entire digital footprint. AI Search is becoming a brand reputation problem.</description>
      <pubDate>Fri, 28 Mar 2025 00:00:00 GMT</pubDate>
      <category>AI Visibility</category>
      <guid isPermaLink="true">https://siddhantjain.in/notes/brand-reputation-baked-into-ai</guid>
    </item>
    <item>
      <title>Building AI-led Products Requires Faster Reinvention</title>
      <link>https://siddhantjain.in/notes/ai-led-products-faster-reinvention</link>
      <description>In a new category like AI Search visibility, you are not just building features. You are building language. The best AI-led products make new problems visible.</description>
      <pubDate>Thu, 20 Mar 2025 00:00:00 GMT</pubDate>
      <category>AI-led Products</category>
      <guid isPermaLink="true">https://siddhantjain.in/notes/ai-led-products-faster-reinvention</guid>
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    <item>
      <title>Why AI Search Visibility Is Not a One-Time Audit</title>
      <link>https://siddhantjain.in/notes/ai-search-visibility-not-one-time-audit</link>
      <description>AI engines update. Competitors publish. Reviews change. AI Search visibility needs continuous tracking, not a one-time PDF.</description>
      <pubDate>Fri, 14 Mar 2025 00:00:00 GMT</pubDate>
      <category>AI Visibility</category>
      <guid isPermaLink="true">https://siddhantjain.in/notes/ai-search-visibility-not-one-time-audit</guid>
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    <item>
      <title>What 1,000+ SearchScore Users Can Teach Us About AI Search</title>
      <link>https://siddhantjain.in/notes/1000-searchscore-users-learnings</link>
      <description>Patterns from a thousand brands testing their AI visibility: strong SEO does not equal strong AI presence, and most teams are not yet tracking any of it.</description>
      <pubDate>Thu, 06 Mar 2025 00:00:00 GMT</pubDate>
      <category>SearchScore AI</category>
      <guid isPermaLink="true">https://siddhantjain.in/notes/1000-searchscore-users-learnings</guid>
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    <item>
      <title>Why AI Search Needs Both Platform and Human Intelligence</title>
      <link>https://siddhantjain.in/notes/platform-plus-human-intelligence</link>
      <description>Software makes visibility visible. Strategy makes it useful. AI Search optimization needs platform, intelligence, and execution working together.</description>
      <pubDate>Wed, 26 Feb 2025 00:00:00 GMT</pubDate>
      <category>DareAISearch</category>
      <guid isPermaLink="true">https://siddhantjain.in/notes/platform-plus-human-intelligence</guid>
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    <item>
      <title>Why AI Search Is a Revenue Conversation, Not Just a Visibility Conversation</title>
      <link>https://siddhantjain.in/notes/ai-search-is-a-revenue-conversation</link>
      <description>Mentions and citations matter, but the real question is whether AI-led journeys are influencing leads, sales, and revenue. AI Search is about being chosen, not just being seen.</description>
      <pubDate>Tue, 18 Feb 2025 00:00:00 GMT</pubDate>
      <category>Analytics</category>
      <guid isPermaLink="true">https://siddhantjain.in/notes/ai-search-is-a-revenue-conversation</guid>
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    <item>
      <title>My Personal View on Building in the AI Search Era</title>
      <link>https://siddhantjain.in/notes/personal-view-building-ai-search-era</link>
      <description>No perfect playbooks. No fixed ranking factors. Just patterns, principles, and a category being built in real time. A founder note on why this space matters.</description>
      <pubDate>Mon, 10 Feb 2025 00:00:00 GMT</pubDate>
      <category>Founder Notes</category>
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