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    <loc>https://srednoff.agency/cases/amazon-ppc-acos-45-23-za-45-dney/</loc>
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      <image:loc>https://srednoff.agency/assets/cases/amazon-ppc-acos-45-23.png</image:loc>
      <image:title>Amazon PPC: ACoS 45% to 23% over 45 days</image:title>
      <image:caption>Amazon PPC optimisation comparison before and after 45 days of work.</image:caption>
    </image:image>
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    <loc>https://srednoff.agency/</loc>
    <image:image>
      <image:loc>https://srednoff.agency/assets/seo/srednoff-ai-operating-loop-premium.webp</image:loc>
      <image:title>AI automation operating loop</image:title>
      <image:caption>A visual overview of the Srednoff agency AI automation process.</image:caption>
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  <url>
    <loc>https://srednoff.agency/about/</loc>
    <image:image>
      <image:loc>https://srednoff.agency/assets/founder-ivan-srednev.webp</image:loc>
      <image:title>Ivan Srednev, founder of Srednoff agency</image:title>
      <image:caption>Founder of Srednoff agency.</image:caption>
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    <loc>https://srednoff.agency/certificates/</loc>
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      <image:loc>https://srednoff.agency/certificates/anthropic-claude-101.webp</image:loc>
      <image:title>Claude 101 certificate earned by Ivan Srednoff</image:title>
      <image:caption>Anthropic Claude 101 certificate of completion.</image:caption>
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  <url>
    <loc>https://srednoff.agency/certificates/</loc>
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      <image:loc>https://srednoff.agency/certificates/anthropic-claude-code-101.webp</image:loc>
      <image:title>Claude Code 101 certificate earned by Ivan Srednoff</image:title>
      <image:caption>Anthropic Claude Code 101 certificate of completion.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://srednoff.agency/certificates/</loc>
    <image:image>
      <image:loc>https://srednoff.agency/certificates/anthropic-claude-platform-101.webp</image:loc>
      <image:title>Claude Platform 101 certificate earned by Ivan Srednoff</image:title>
      <image:caption>Anthropic Claude Platform 101 certificate of completion.</image:caption>
    </image:image>
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  <url>
    <loc>https://srednoff.agency/certificates/</loc>
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      <image:loc>https://srednoff.agency/certificates/anthropic-introduction-to-claude-cowork.webp</image:loc>
      <image:title>Introduction to Claude Cowork certificate earned by Ivan Srednoff</image:title>
      <image:caption>Anthropic Introduction to Claude Cowork certificate of completion.</image:caption>
    </image:image>
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  <url>
    <loc>https://srednoff.agency/certificates/</loc>
    <image:image>
      <image:loc>https://srednoff.agency/certificates/anthropic-claude-code-in-action.webp</image:loc>
      <image:title>Claude Code in Action certificate earned by Ivan Srednoff</image:title>
      <image:caption>Anthropic Claude Code in Action certificate of completion.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://srednoff.agency/certificates/</loc>
    <image:image>
      <image:loc>https://srednoff.agency/certificates/anthropic-ai-fluency-framework-foundations.webp</image:loc>
      <image:title>AI Fluency: Framework &amp; Foundations certificate earned by Ivan Srednoff</image:title>
      <image:caption>Anthropic AI Fluency: Framework &amp; Foundations certificate of completion.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://srednoff.agency/certificates/</loc>
    <image:image>
      <image:loc>https://srednoff.agency/certificates/anthropic-claude-with-anthropic-api.webp</image:loc>
      <image:title>Claude with the Anthropic API certificate earned by Ivan Srednoff</image:title>
      <image:caption>Anthropic Claude with the Anthropic API certificate of completion.</image:caption>
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  </url>
  <url>
    <loc>https://srednoff.agency/certificates/</loc>
    <image:image>
      <image:loc>https://srednoff.agency/certificates/anthropic-introduction-to-model-context-protocol.webp</image:loc>
      <image:title>Introduction to Model Context Protocol certificate earned by Ivan Srednoff</image:title>
      <image:caption>Anthropic Introduction to Model Context Protocol certificate of completion.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://srednoff.agency/certificates/</loc>
    <image:image>
      <image:loc>https://srednoff.agency/certificates/anthropic-ai-fluency-for-educators.webp</image:loc>
      <image:title>AI Fluency for Educators certificate earned by Ivan Srednoff</image:title>
      <image:caption>Anthropic AI Fluency for Educators certificate of completion.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://srednoff.agency/certificates/</loc>
    <image:image>
      <image:loc>https://srednoff.agency/certificates/anthropic-model-context-protocol-advanced-topics.webp</image:loc>
      <image:title>Model Context Protocol: Advanced Topics certificate earned by Ivan Srednoff</image:title>
      <image:caption>Anthropic Model Context Protocol: Advanced Topics certificate of completion.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://srednoff.agency/certificates/</loc>
    <image:image>
      <image:loc>https://srednoff.agency/certificates/anthropic-teaching-the-ai-fluency-framework.webp</image:loc>
      <image:title>Teaching the AI Fluency Framework certificate earned by Ivan Srednoff</image:title>
      <image:caption>Anthropic Teaching the AI Fluency Framework certificate of completion.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://srednoff.agency/certificates/</loc>
    <image:image>
      <image:loc>https://srednoff.agency/certificates/anthropic-introduction-to-agent-skills.webp</image:loc>
      <image:title>Introduction to Agent Skills certificate earned by Ivan Srednoff</image:title>
      <image:caption>Anthropic Introduction to Agent Skills certificate of completion.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://srednoff.agency/certificates/</loc>
    <image:image>
      <image:loc>https://srednoff.agency/certificates/anthropic-introduction-to-subagents.webp</image:loc>
      <image:title>Introduction to Subagents certificate earned by Ivan Srednoff</image:title>
      <image:caption>Anthropic Introduction to Subagents certificate of completion.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://srednoff.agency/certificates/</loc>
    <image:image>
      <image:loc>https://srednoff.agency/certificates/anthropic-ai-fluency-capabilities-limitations.webp</image:loc>
      <image:title>AI Fluency: AI Capabilities &amp; Limitations certificate earned by Ivan Srednoff</image:title>
      <image:caption>Anthropic AI Fluency: AI Capabilities &amp; Limitations certificate of completion.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://srednoff.agency/ai-audit/</loc>
    <image:image>
      <image:loc>https://srednoff.agency/assets/generated/ai-audit-diagnostics.webp</image:loc>
      <image:title>AI business audit diagnostics</image:title>
      <image:caption>A visual map of an AI automation audit.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://srednoff.agency/ai-optimization/</loc>
    <image:image>
      <image:loc>https://srednoff.agency/assets/seo/automation-decision-matrix-premium.webp</image:loc>
      <image:title>AI automation decision matrix</image:title>
      <image:caption>A framework for prioritising business automation.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://srednoff.agency/ai-optimization/</loc>
    <image:image>
      <image:loc>https://srednoff.agency/assets/seo/ai-search-intent-map-premium.webp</image:loc>
      <image:title>AI search intent map</image:title>
      <image:caption>A visual model of AI search intent and business automation.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://srednoff.agency/leadflow-ai/</loc>
    <image:image>
      <image:loc>https://srednoff.agency/assets/generated/ai-leadflow-messenger-funnel.webp</image:loc>
      <image:title>LeadFlow AI funnel</image:title>
      <image:caption>AI lead qualification and follow-up flow for Telegram and CRM.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://srednoff.agency/ozon-ai-assistant/</loc>
    <image:image>
      <image:loc>https://srednoff.agency/assets/marzhero/telegram-bot-interface.jpg</image:loc>
      <image:title>Ozon seller assistant in Telegram</image:title>
      <image:caption>A Telegram interface for Ozon seller analytics and recommendations.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://srednoff.agency/boxed-solutions/</loc>
    <image:image>
      <image:loc>https://srednoff.agency/assets/generated/marketplace-ai-system.webp</image:loc>
      <image:title>Marketplace AI system</image:title>
      <image:caption>AI automation for marketplace teams.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://srednoff.agency/services/ai-agents-sales/</loc>
    <image:image>
      <image:loc>https://srednoff.agency/assets/generated/ai-sales-assistant-score.webp</image:loc>
      <image:title>AI sales assistant</image:title>
      <image:caption>Lead scoring and sales automation with an AI assistant.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://srednoff.agency/services/ecommerce-ai/</loc>
    <image:image>
      <image:loc>https://srednoff.agency/assets/generated/ai-growth-analytics-funnel.webp</image:loc>
      <image:title>E-commerce AI analytics funnel</image:title>
      <image:caption>AI analytics for e-commerce and marketplaces.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://srednoff.agency/security/</loc>
    <image:image>
      <image:loc>https://srednoff.agency/assets/generated/ai-governance-security-control.webp</image:loc>
      <image:title>Human approval and AI security controls</image:title>
      <image:caption>A human-supervised model for business automation.</image:caption>
    </image:image>
  </url>
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